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BibTeX records: Longbing Cao
@book{DBLP:books/sp/Cao24, author = {Longbing Cao}, title = {Global {COVID-19} Research and Modeling - {A} Historical Record, 1}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-99-9915-6}, doi = {10.1007/978-981-99-9915-6}, isbn = {978-981-99-9914-9}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/sp/Cao24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangC24, author = {Wei Wang and Longbing Cao}, title = {Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {4}, pages = {5183--5197}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2022.3202791}, doi = {10.1109/TNNLS.2022.3202791}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WangC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/ZhengZYC24, author = {Yawen Zheng and Xiaojie Zhao and Li Yao and Longbing Cao}, title = {Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic 3-D {EEG} for Visual Discomfort Assessment}, journal = {{IEEE} Trans. Syst. Man Cybern. Syst.}, volume = {54}, number = {4}, pages = {2125--2136}, year = {2024}, url = {https://doi.org/10.1109/TSMC.2023.3340710}, doi = {10.1109/TSMC.2023.3340710}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/ZhengZYC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LaoZSCYHM24, author = {An Lao and Qi Zhang and Chongyang Shi and Longbing Cao and Kun Yi and Liang Hu and Duoqian Miao}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: {A} Multimodal Spectrum Rumor Detector}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {18426--18434}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i16.29803}, doi = {10.1609/AAAI.V38I16.29803}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LaoZSCYHM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-03341, author = {Zhangkai Wu and Longbing Cao and Qi Zhang and Junxian Zhou and Hui Chen}, title = {Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection}, journal = {CoRR}, volume = {abs/2401.03341}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.03341}, doi = {10.48550/ARXIV.2401.03341}, eprinttype = {arXiv}, eprint = {2401.03341}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-03341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05948, author = {Jianing He and Qi Zhang and Weiping Ding and Duoqian Miao and Jun Zhao and Liang Hu and Longbing Cao}, title = {DE\({}^{\mbox{3}}\)-BERT: Distance-Enhanced Early Exiting for {BERT} based on Prototypical Networks}, journal = {CoRR}, volume = {abs/2402.05948}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05948}, doi = {10.48550/ARXIV.2402.05948}, eprinttype = {arXiv}, eprint = {2402.05948}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05948.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08241, author = {Jin Li and Shoujin Wang and Qi Zhang and Longbing Cao and Fang Chen and Xiuzhen Zhang and Dietmar Jannach and Charu C. Aggarwal}, title = {Causal Learning for Trustworthy Recommender Systems: {A} Survey}, journal = {CoRR}, volume = {abs/2402.08241}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08241}, doi = {10.48550/ARXIV.2402.08241}, eprinttype = {arXiv}, eprint = {2402.08241}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08241.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cbm/WangCJRWCX23, author = {Qinfen Wang and Geng Chen and Xuting Jin and Siyuan Ren and Gang Wang and Longbing Cao and Yong Xia}, title = {BiT-MAC: Mortality prediction by bidirectional time and multi-feature attention coupled network on multivariate irregular time series}, journal = {Comput. Biol. Medicine}, volume = {155}, pages = {106586}, year = {2023}, url = {https://doi.org/10.1016/j.compbiomed.2023.106586}, doi = {10.1016/J.COMPBIOMED.2023.106586}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cbm/WangCJRWCX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/Cao23, author = {Longbing Cao}, title = {{AI} in Finance: Challenges, Techniques, and Opportunities}, journal = {{ACM} Comput. Surv.}, volume = {55}, number = {3}, pages = {64:1--64:38}, year = {2023}, url = {https://doi.org/10.1145/3502289}, doi = {10.1145/3502289}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csur/Cao23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/Cao23, author = {Longbing Cao}, title = {Trans-AI/DS: transformative, transdisciplinary and translational artificial intelligence and data science}, journal = {Int. J. Data Sci. Anal.}, volume = {15}, number = {2}, pages = {119--132}, year = {2023}, url = {https://doi.org/10.1007/s41060-023-00383-y}, doi = {10.1007/S41060-023-00383-Y}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/Cao23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/Cao23a, author = {Longbing Cao}, title = {{AI} and data science for smart emergency, crisis and disaster resilience}, journal = {Int. J. Data Sci. Anal.}, volume = {15}, number = {3}, pages = {231--246}, year = {2023}, url = {https://doi.org/10.1007/s41060-023-00393-w}, doi = {10.1007/S41060-023-00393-W}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/Cao23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhaoCL23, author = {Zhi{-}Lin Zhao and Longbing Cao and Kun{-}Yu Lin}, title = {Revealing the Distributional Vulnerability of Discriminators by Implicit Generators}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {7}, pages = {8888--8901}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3229318}, doi = {10.1109/TPAMI.2022.3229318}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZhaoCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhaoCL23a, author = {Zhilin Zhao and Longbing Cao and Kun{-}Yu Lin}, title = {Supervision Adaptation Balancing In-Distribution Generalization and Out-of-Distribution Detection}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {12}, pages = {15743--15758}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2023.3321869}, doi = {10.1109/TPAMI.2023.3321869}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ZhaoCL23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/WangWHZZSOCL23, author = {Shoujin Wang and Yan Wang and Liang Hu and Xiuzhen Zhang and Qi Zhang and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao and Defu Lian}, title = {Modeling User Demand Evolution for Next-Basket Prediction}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {11}, pages = {11585--11598}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2022.3231018}, doi = {10.1109/TKDE.2022.3231018}, timestamp = {Fri, 17 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/WangWHZZSOCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/QiuGZCZD23, author = {Ping Qiu and Yongshun Gong and Yuhai Zhao and Longbing Cao and Chengqi Zhang and Xiangjun Dong}, title = {An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {34}, number = {4}, pages = {1864--1878}, year = {2023}, url = {https://doi.org/10.1109/TNNLS.2021.3063162}, doi = {10.1109/TNNLS.2021.3063162}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/QiuGZCZD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/YangZC23, author = {Yang Yang and Zhilin Zhao and Longbing Cao}, title = {Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate Time Series}, booktitle = {10th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023}, pages = {1--10}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/DSAA60987.2023.10302553}, doi = {10.1109/DSAA60987.2023.10302553}, timestamp = {Thu, 16 Nov 2023 09:03:43 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/YangZC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LaiCLHLHK23, author = {Matthew Lai and Longbing Cao and Haiyan Lu and Quang Ha and Li Li and Md. Jahangir Hossain and Paul J. Kennedy}, title = {An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold Coast, Australia, June 18-23, 2023}, pages = {1--8}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IJCNN54540.2023.10191644}, doi = {10.1109/IJCNN54540.2023.10191644}, timestamp = {Sun, 14 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LaiCLHLHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/YangC23, author = {Yang Yang and Longbing Cao}, title = {MTSNet: Deep Probabilistic Cross-multivariate Time Series Modeling with External Factors for {COVID-19}}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold Coast, Australia, June 18-23, 2023}, pages = {1--10}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IJCNN54540.2023.10191636}, doi = {10.1109/IJCNN54540.2023.10191636}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/YangC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0001C23, author = {Zhilin Zhao and Longbing Cao}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {R-divergence for Estimating Model-oriented Distribution Discrepancy}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b157cfde6794e93b2353b9712bbd45a5-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0001C23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YiZFHHWACN23, author = {Kun Yi and Qi Zhang and Wei Fan and Hui He and Liang Hu and Pengyang Wang and Ning An and Longbing Cao and Zhendong Niu}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dc1e32dd3eb381dbc71482f6a96cbf86-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YiZFHHWACN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YiZFWWHALCN23, author = {Kun Yi and Qi Zhang and Wei Fan and Shoujin Wang and Pengyang Wang and Hui He and Ning An and Defu Lian and Longbing Cao and Zhendong Niu}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f1d16af76939f476b5f040fd1398c0a3-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YiZFWWHALCN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-00011, author = {Zhangkai Wu and Longbing Cao and Lei Qi}, title = {eVAE: Evolutionary Variational Autoencoder}, journal = {CoRR}, volume = {abs/2301.00011}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.00011}, doi = {10.48550/ARXIV.2301.00011}, eprinttype = {arXiv}, eprint = {2301.00011}, timestamp = {Tue, 10 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-00011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-11535, author = {Hui He and Qi Zhang and Shoujin Wang and Kun Yi and Zhendong Niu and Longbing Cao}, title = {Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: {A} Group-based Perspective}, journal = {CoRR}, volume = {abs/2301.11535}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.11535}, doi = {10.48550/ARXIV.2301.11535}, eprinttype = {arXiv}, eprint = {2301.11535}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-11535.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-13558, author = {Yu Dong and Jie Liang and Longbing Cao and Daniel R. Catchpoole}, title = {ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty}, journal = {CoRR}, volume = {abs/2303.13558}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.13558}, doi = {10.48550/ARXIV.2303.13558}, eprinttype = {arXiv}, eprint = {2303.13558}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-13558.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-13267, author = {Longbing Cao and Hui Chen and Xuhui Fan and Jo{\~{a}}o Gama and Yew{-}Soon Ong and Vipin Kumar}, title = {Bayesian Federated Learning: {A} Survey}, journal = {CoRR}, volume = {abs/2304.13267}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.13267}, doi = {10.48550/ARXIV.2304.13267}, eprinttype = {arXiv}, eprint = {2304.13267}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-13267.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-08778, author = {Jia Xu and Longbing Cao}, title = {Copula Variational {LSTM} for High-dimensional Cross-market Multivariate Dependence Modeling}, journal = {CoRR}, volume = {abs/2305.08778}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.08778}, doi = {10.48550/ARXIV.2305.08778}, eprinttype = {arXiv}, eprint = {2305.08778}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-08778.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-13303, author = {Zhangkai Wu and Longbing Cao}, title = {C\({}^{\mbox{2}}\)VAE: Gaussian Copula-based {VAE} Differing Disentangled from Coupled Representations with Contrastive Posterior}, journal = {CoRR}, volume = {abs/2309.13303}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.13303}, doi = {10.48550/ARXIV.2309.13303}, eprinttype = {arXiv}, eprint = {2309.13303}, timestamp = {Wed, 27 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-13303.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-15499, author = {Hui Chen and Hengyu Liu and Longbing Cao and Tiancheng Zhang}, title = {Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations}, journal = {CoRR}, volume = {abs/2309.15499}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.15499}, doi = {10.48550/ARXIV.2309.15499}, eprinttype = {arXiv}, eprint = {2309.15499}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-15499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-01109, author = {Zhilin Zhao and Longbing Cao}, title = {R-divergence for Estimating Model-oriented Distribution Discrepancy}, journal = {CoRR}, volume = {abs/2310.01109}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.01109}, doi = {10.48550/ARXIV.2310.01109}, eprinttype = {arXiv}, eprint = {2310.01109}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-01109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-06184, author = {Kun Yi and Qi Zhang and Wei Fan and Shoujin Wang and Pengyang Wang and Hui He and Defu Lian and Ning An and Longbing Cao and Zhendong Niu}, title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting}, journal = {CoRR}, volume = {abs/2311.06184}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.06184}, doi = {10.48550/ARXIV.2311.06184}, eprinttype = {arXiv}, eprint = {2311.06184}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-06184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-06190, author = {Kun Yi and Qi Zhang and Wei Fan and Hui He and Liang Hu and Pengyang Wang and Ning An and Longbing Cao and Zhendong Niu}, title = {FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective}, journal = {CoRR}, volume = {abs/2311.06190}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.06190}, doi = {10.48550/ARXIV.2311.06190}, eprinttype = {arXiv}, eprint = {2311.06190}, timestamp = {Wed, 15 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-06190.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-07975, author = {Zhilin Zhao and Longbing Cao and Yixuan Zhang}, title = {Out-of-Distribution Knowledge Distillation via Confidence Amendment}, journal = {CoRR}, volume = {abs/2311.07975}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.07975}, doi = {10.48550/ARXIV.2311.07975}, eprinttype = {arXiv}, eprint = {2311.07975}, timestamp = {Tue, 21 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-07975.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-11023, author = {An Lao and Qi Zhang and Chongyang Shi and Longbing Cao and Kun Yi and Liang Hu and Duoqian Miao}, title = {Frequency Spectrum is More Effective for Multimodal Representation and Fusion: {A} Multimodal Spectrum Rumor Detector}, journal = {CoRR}, volume = {abs/2312.11023}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.11023}, doi = {10.48550/ARXIV.2312.11023}, eprinttype = {arXiv}, eprint = {2312.11023}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-11023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/PangSCH21, author = {Guansong Pang and Chunhua Shen and Longbing Cao and Anton van den Hengel}, title = {Deep Learning for Anomaly Detection: {A} Review}, journal = {{ACM} Comput. Surv.}, volume = {54}, number = {2}, pages = {38:1--38:38}, year = {2022}, url = {https://doi.org/10.1145/3439950}, doi = {10.1145/3439950}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/PangSCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/WangCWSOL22, author = {Shoujin Wang and Longbing Cao and Yan Wang and Quan Z. Sheng and Mehmet A. Orgun and Defu Lian}, title = {A Survey on Session-based Recommender Systems}, journal = {{ACM} Comput. Surv.}, volume = {54}, number = {7}, pages = {154:1--154:38}, year = {2022}, url = {https://doi.org/10.1145/3465401}, doi = {10.1145/3465401}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/WangCWSOL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22, author = {Longbing Cao}, title = {{AI} Science and Engineering: {A} New Field}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {1}, pages = {3--13}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3151993}, doi = {10.1109/MIS.2022.3151993}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22a, author = {Longbing Cao}, title = {{AI} Science and Engineering}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {1}, pages = {14--15}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3158785}, doi = {10.1109/MIS.2022.3158785}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22b, author = {Longbing Cao}, title = {A New Age of {AI:} Features and Futures}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {1}, pages = {25--37}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3150944}, doi = {10.1109/MIS.2022.3150944}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22c, author = {Longbing Cao}, title = {{AI} in Combating the {COVID-19} Pandemic}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {2}, pages = {3--13}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3164313}, doi = {10.1109/MIS.2022.3164313}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22d, author = {Longbing Cao}, title = {Non-IID Federated Learning}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {2}, pages = {14--15}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3167955}, doi = {10.1109/MIS.2022.3167955}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22e, author = {Longbing Cao}, title = {Deep Learning Applications}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {3}, pages = {3--5}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3184260}, doi = {10.1109/MIS.2022.3184260}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22f, author = {Longbing Cao}, title = {Decentralized {AI:} Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {3}, pages = {6--19}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3181504}, doi = {10.1109/MIS.2022.3181504}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22f.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22g, author = {Longbing Cao}, title = {Non-IID Learning}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {4}, pages = {3--4}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3197949}, doi = {10.1109/MIS.2022.3197949}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22g.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22h, author = {Longbing Cao}, title = {Beyond i.i.d.: Non-IID Thinking, Informatics, and Learning}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {4}, pages = {5--17}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3194618}, doi = {10.1109/MIS.2022.3194618}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/Cao22h.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/LiYLLCW22, author = {Xuan Li and Peijun Ye and Juanjuan Li and Zhongmin Liu and Longbing Cao and Fei{-}Yue Wang}, title = {From Features Engineering to Scenarios Engineering for Trustworthy {AI:} I{\&}I, C{\&}C, and V{\&}V}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {4}, pages = {18--26}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3197950}, doi = {10.1109/MIS.2022.3197950}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/LiYLLCW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22i, author = {Longbing Cao}, title = {AutoAI: Autonomous {AI}}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {5}, pages = {3--5}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3209046}, doi = {10.1109/MIS.2022.3209046}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/Cao22i.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao22j, author = {Longbing Cao}, title = {Beyond AutoML: Mindful and Actionable {AI} and AutoAI With Mind and Action}, journal = {{IEEE} Intell. Syst.}, volume = {37}, number = {5}, pages = {6--18}, year = {2022}, url = {https://doi.org/10.1109/MIS.2022.3207860}, doi = {10.1109/MIS.2022.3207860}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/Cao22j.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/RenGLWYC22, author = {Siyuan Ren and Bin Guo and Ke Li and Qianru Wang and Zhiwen Yu and Longbing Cao}, title = {CoupledMUTS: Coupled Multivariate Utility Time-Series Representation and Prediction}, journal = {{IEEE} Internet Things J.}, volume = {9}, number = {22}, pages = {22972--22982}, year = {2022}, url = {https://doi.org/10.1109/JIOT.2022.3185010}, doi = {10.1109/JIOT.2022.3185010}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/iotj/RenGLWYC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhuCY22, author = {Chengzhang Zhu and Longbing Cao and Jianping Yin}, title = {Unsupervised Heterogeneous Coupling Learning for Categorical Representation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {1}, pages = {533--549}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2020.3010953}, doi = {10.1109/TPAMI.2020.3010953}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ZhuCY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/RenGCLLY22, author = {Siyuan Ren and Bin Guo and Longbing Cao and Ke Li and Jiaqi Liu and Zhiwen Yu}, title = {DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {13}, number = {6}, pages = {89:1--89:22}, year = {2022}, url = {https://doi.org/10.1145/3526087}, doi = {10.1145/3526087}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/RenGCLLY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/HuangLCWZ22, author = {Jing Huang and Kun Luo and Longbing Cao and Yuanqiao Wen and Shuyuan Zhong}, title = {Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {23}, number = {11}, pages = {20681--20695}, year = {2022}, url = {https://doi.org/10.1109/TITS.2022.3173689}, doi = {10.1109/TITS.2022.3173689}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/HuangLCWZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/GuoCG22, author = {Jinjin Guo and Longbing Cao and Zhiguo Gong}, title = {Recurrent Coupled Topic Modeling over Sequential Documents}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {16}, number = {1}, pages = {8:1--8:32}, year = {2022}, url = {https://doi.org/10.1145/3451530}, doi = {10.1145/3451530}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkdd/GuoCG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhangCSN22, author = {Qi Zhang and Longbing Cao and Chongyang Shi and Zhendong Niu}, title = {Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {33}, number = {10}, pages = {5125--5137}, year = {2022}, url = {https://doi.org/10.1109/TNNLS.2021.3069058}, doi = {10.1109/TNNLS.2021.3069058}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhangCSN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiuXP0CZ22, author = {Wei Liu and Kexin Xie and Linsey Pang and James Bailey and Longbing Cao and Yuxi Zhang}, editor = {Mohammad Al Hasan and Li Xiong}, title = {Deep Learning for Search and Recommendation}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, pages = {5171--5172}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3511808.3557493}, doi = {10.1145/3511808.3557493}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiuXP0CZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icuimc/ArefinARLC22, author = {Mohammad Fahim Arefin and Chowdhury Farhan Ahmed and Redwan Ahmed Rizvee and Carson K. Leung and Longbing Cao}, title = {Mining Contextual Item Similarity without Concept Hierarchy}, booktitle = {16th International Conference on Ubiquitous Information Management and Communication, {IMCOM} 2022, Seoul, Korea, Republic of, January 3-5, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IMCOM53663.2022.9721788}, doi = {10.1109/IMCOM53663.2022.9721788}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icuimc/ArefinARLC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/00200CSWL22, author = {Qi Zhang and Liang Hu and Longbing Cao and Chongyang Shi and Shoujin Wang and Dora D. Liu}, editor = {Luc De Raedt}, title = {A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {1651--1657}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/230}, doi = {10.24963/IJCAI.2022/230}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/00200CSWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CaoY022, author = {Longbing Cao and Philip S. Yu and Zhilin Zhao}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Shallow and Deep Non-IID Learning on Complex Data}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4774--4775}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542605}, doi = {10.1145/3534678.3542605}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/CaoY022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PangLHCD22, author = {Guansong Pang and Jundong Li and Anton van den Hengel and Longbing Cao and Thomas G. Dietterich}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {{ANDEA:} Anomaly and Novelty Detection, Explanation, and Accommodation}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4892--4893}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542910}, doi = {10.1145/3534678.3542910}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/PangLHCD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-05996, author = {Zhilin Zhao and Longbing Cao and Yuan{-}Yu Wan}, title = {Coupling Online-Offline Learning for Multi-distributional Data Streams}, journal = {CoRR}, volume = {abs/2202.05996}, year = {2022}, url = {https://arxiv.org/abs/2202.05996}, eprinttype = {arXiv}, eprint = {2202.05996}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-05996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-03571, author = {Wei Wang and Longbing Cao}, title = {Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences}, journal = {CoRR}, volume = {abs/2204.03571}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.03571}, doi = {10.48550/ARXIV.2204.03571}, eprinttype = {arXiv}, eprint = {2204.03571}, timestamp = {Wed, 13 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-03571.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09375, author = {Zhilin Zhao and Longbing Cao and Chang{-}Dong Wang}, title = {Gray Learning from Non-IID Data with Out-of-distribution Samples}, journal = {CoRR}, volume = {abs/2206.09375}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09375}, doi = {10.48550/ARXIV.2206.09375}, eprinttype = {arXiv}, eprint = {2206.09375}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09375.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09380, author = {Zhilin Zhao and Longbing Cao and Kun{-}Yu Lin}, title = {Supervision Adaptation Balances In-Distribution Generalization and Out-of-Distribution Detection}, journal = {CoRR}, volume = {abs/2206.09380}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09380}, doi = {10.48550/ARXIV.2206.09380}, eprinttype = {arXiv}, eprint = {2206.09380}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09385, author = {Zhilin Zhao and Longbing Cao and Kun{-}Yu Lin}, title = {Out-of-distribution Detection by Cross-class Vicinity Distribution of In-distribution Data}, journal = {CoRR}, volume = {abs/2206.09385}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09385}, doi = {10.48550/ARXIV.2206.09385}, eprinttype = {arXiv}, eprint = {2206.09385}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09385.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09387, author = {Zhilin Zhao and Longbing Cao}, title = {Label and Distribution-discriminative Dual Representation Learning for Out-of-Distribution Detection}, journal = {CoRR}, volume = {abs/2206.09387}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09387}, doi = {10.48550/ARXIV.2206.09387}, eprinttype = {arXiv}, eprint = {2206.09387}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09387.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-14523, author = {Qi Zhang and Liang Hu and Chongyang Shi and Ke Liu and Longbing Cao}, title = {Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning}, journal = {CoRR}, volume = {abs/2206.14523}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.14523}, doi = {10.48550/ARXIV.2206.14523}, eprinttype = {arXiv}, eprint = {2206.14523}, timestamp = {Tue, 05 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-14523.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-00654, author = {Hui He and Qi Zhang and Kun Yi and Kaize Shi and Zhendong Niu and Longbing Cao}, title = {Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting}, journal = {CoRR}, volume = {abs/2209.00654}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.00654}, doi = {10.48550/ARXIV.2209.00654}, eprinttype = {arXiv}, eprint = {2209.00654}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-00654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-03093, author = {Kun Yi and Qi Zhang and Liang Hu and Hui He and Ning An and Longbing Cao and Zhendong Niu}, title = {Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting}, journal = {CoRR}, volume = {abs/2210.03093}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.03093}, doi = {10.48550/ARXIV.2210.03093}, eprinttype = {arXiv}, eprint = {2210.03093}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-03093.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-02899, author = {Rui Yu and Yifeng Li and Wenpeng Lu and Longbing Cao}, title = {Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing}, journal = {CoRR}, volume = {abs/2211.02899}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.02899}, doi = {10.48550/ARXIV.2211.02899}, eprinttype = {arXiv}, eprint = {2211.02899}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-02899.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/PangCC21, author = {Guansong Pang and Longbing Cao and Ling Chen}, title = {Homophily outlier detection in non-IID categorical data}, journal = {Data Min. Knowl. Discov.}, volume = {35}, number = {4}, pages = {1163--1224}, year = {2021}, url = {https://doi.org/10.1007/s10618-021-00750-y}, doi = {10.1007/S10618-021-00750-Y}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/PangCC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/HaoSCNG21, author = {Shufeng Hao and Chongyang Shi and Longbing Cao and Zhendong Niu and Ping Guo}, title = {Learning deep relevance couplings for ad-hoc document retrieval}, journal = {Expert Syst. Appl.}, volume = {183}, pages = {115335}, year = {2021}, url = {https://doi.org/10.1016/j.eswa.2021.115335}, doi = {10.1016/J.ESWA.2021.115335}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/HaoSCNG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/WangGC21, author = {Can Wang and Fosca Giannotti and Longbing Cao}, title = {Learning Complex Couplings and Interactions}, journal = {{IEEE} Intell. Syst.}, volume = {36}, number = {1}, pages = {3--5}, year = {2021}, url = {https://doi.org/10.1109/MIS.2021.3058489}, doi = {10.1109/MIS.2021.3058489}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/WangGC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/LiuDC21, author = {Qing Liu and Trong Dinh Thac Do and Longbing Cao}, title = {Answer Keyword Generation for Community Question Answering by Multiaspect Gamma-Poisson Matrix Completion}, journal = {{IEEE} Intell. Syst.}, volume = {36}, number = {4}, pages = {35--47}, year = {2021}, url = {https://doi.org/10.1109/MIS.2020.2997714}, doi = {10.1109/MIS.2020.2997714}, timestamp = {Tue, 05 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/LiuDC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/WangCHBHXL21, author = {Shoujin Wang and Longbing Cao and Liang Hu and Shlomo Berkovsky and Xiaoshui Huang and Lin Xiao and Wenpeng Lu}, title = {Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation}, journal = {{IEEE} Intell. Syst.}, volume = {36}, number = {4}, pages = {56--64}, year = {2021}, url = {https://doi.org/10.1109/MIS.2020.2997362}, doi = {10.1109/MIS.2020.2997362}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/WangCHBHXL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/CaoYY21, author = {Longbing Cao and Qiang Yang and Philip S. Yu}, title = {Data science and {AI} in FinTech: an overview}, journal = {Int. J. Data Sci. Anal.}, volume = {12}, number = {2}, pages = {81--99}, year = {2021}, url = {https://doi.org/10.1007/s41060-021-00278-w}, doi = {10.1007/S41060-021-00278-W}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/CaoYY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/GuoGC21, author = {Jinjin Guo and Zhiguo Gong and Longbing Cao}, title = {dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {12}, number = {5}, pages = {57:1--57:25}, year = {2021}, url = {https://doi.org/10.1145/3470888}, doi = {10.1145/3470888}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/GuoGC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WangC21, author = {Wei Wang and Longbing Cao}, title = {{VM-NSP:} Vertical Negative Sequential Pattern Mining with Loose Negative Element Constraints}, journal = {{ACM} Trans. Inf. Syst.}, volume = {39}, number = {2}, pages = {22:1--22:27}, year = {2021}, url = {https://doi.org/10.1145/3440874}, doi = {10.1145/3440874}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/WangC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WangC21a, author = {Wei Wang and Longbing Cao}, title = {Interactive Sequential Basket Recommendation by Learning Basket Couplings and Positive/Negative Feedback}, journal = {{ACM} Trans. Inf. Syst.}, volume = {39}, number = {3}, pages = {24:1--24:26}, year = {2021}, url = {https://doi.org/10.1145/3444368}, doi = {10.1145/3444368}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/WangC21a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangCZLC21, author = {Guifeng Wang and Longbing Cao and Hongke Zhao and Qi Liu and Enhong Chen}, title = {Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {4418--4426}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i5.16568}, doi = {10.1609/AAAI.V35I5.16568}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangCZLC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangCSH21, author = {Qi Zhang and Longbing Cao and Chongyang Shi and Liang Hu}, title = {Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {4671--4678}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i5.16597}, doi = {10.1609/AAAI.V35I5.16597}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangCSH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangHFC21, author = {Tianfu Zhang and Heyan Huang and Chong Feng and Longbing Cao}, title = {Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {14454--14462}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i16.17699}, doi = {10.1609/AAAI.V35I16.17699}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangHFC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WangRXC21, author = {Qinfen Wang and Siyuan Ren and Yong Xia and Longbing Cao}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {3493--3497}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482064}, doi = {10.1145/3459637.3482064}, timestamp = {Tue, 16 Aug 2022 23:04:38 +0200}, biburl = {https://dblp.org/rec/conf/cikm/WangRXC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/ZhangHFC21, author = {Tianfu Zhang and Heyan Huang and Chong Feng and Longbing Cao}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation}, booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}, pages = {3238--3248}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.260}, doi = {10.18653/V1/2021.EMNLP-MAIN.260}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/ZhangHFC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangHW0SOC0Y21, author = {Shoujin Wang and Liang Hu and Yan Wang and Xiangnan He and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao and Francesco Ricci and Philip S. Yu}, editor = {Zhi{-}Hua Zhou}, title = {Graph Learning based Recommender Systems: {A} Review}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {4644--4652}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/630}, doi = {10.24963/IJCAI.2021/630}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WangHW0SOC0Y21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PangHSC21, author = {Guansong Pang and Anton van den Hengel and Chunhua Shen and Longbing Cao}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {1298--1308}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467417}, doi = {10.1145/3447548.3467417}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/PangHSC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PangLHCD21, author = {Guansong Pang and Jundong Li and Anton van den Hengel and Longbing Cao and Thomas G. Dietterich}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Anomaly and Novelty Detection, Explanation, and Accommodation {(ANDEA)}}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {4145--4146}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3469453}, doi = {10.1145/3447548.3469453}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/PangLHCD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/PangC021, author = {Guansong Pang and Longbing Cao and Charu Aggarwal}, editor = {Liane Lewin{-}Eytan and David Carmel and Elad Yom{-}Tov and Eugene Agichtein and Evgeniy Gabrilovich}, title = {Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities}, booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021}, pages = {1127--1130}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3437963.3441659}, doi = {10.1145/3437963.3441659}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsdm/PangC021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-11516, author = {Guansong Pang and Longbing Cao and Ling Chen}, title = {Homophily Outlier Detection in Non-IID Categorical Data}, journal = {CoRR}, volume = {abs/2103.11516}, year = {2021}, url = {https://arxiv.org/abs/2103.11516}, eprinttype = {arXiv}, eprint = {2103.11516}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-11516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-12556, author = {Longbing Cao and Qing Liu and Wenfeng Hou}, title = {{COVID-19} Modeling: {A} Review}, journal = {CoRR}, volume = {abs/2104.12556}, year = {2021}, url = {https://arxiv.org/abs/2104.12556}, eprinttype = {arXiv}, eprint = {2104.12556}, timestamp = {Mon, 03 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-12556.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-06339, author = {Shoujin Wang and Liang Hu and Yan Wang and Xiangnan He and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao and Francesco Ricci and Philip S. Yu}, title = {Graph Learning based Recommender Systems: {A} Review}, journal = {CoRR}, volume = {abs/2105.06339}, year = {2021}, url = {https://arxiv.org/abs/2105.06339}, eprinttype = {arXiv}, eprint = {2105.06339}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-06339.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13732, author = {Jinjin Guo and Longbing Cao and Zhiguo Gong}, title = {Recurrent Coupled Topic Modeling over Sequential Documents}, journal = {CoRR}, volume = {abs/2106.13732}, year = {2021}, url = {https://arxiv.org/abs/2106.13732}, eprinttype = {arXiv}, eprint = {2106.13732}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13732.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-09051, author = {Longbing Cao}, title = {{AI} in Finance: Challenges, Techniques and Opportunities}, journal = {CoRR}, volume = {abs/2107.09051}, year = {2021}, url = {https://arxiv.org/abs/2107.09051}, eprinttype = {arXiv}, eprint = {2107.09051}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-09051.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-08170, author = {Siyuan Ren and Bin Guo and Longbing Cao and Ke Li and Jiaqi Liu and Zhiwen Yu}, title = {DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction}, journal = {CoRR}, volume = {abs/2108.08170}, year = {2021}, url = {https://arxiv.org/abs/2108.08170}, eprinttype = {arXiv}, eprint = {2108.08170}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-08170.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-08846, author = {Longbing Cao and Chengzhang Zhu}, title = {Personalized next-best action recommendation with multi-party interaction learning for automated decision-making}, journal = {CoRR}, volume = {abs/2108.08846}, year = {2021}, url = {https://arxiv.org/abs/2108.08846}, eprinttype = {arXiv}, eprint = {2108.08846}, timestamp = {Mon, 23 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-08846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-09976, author = {Zhilin Zhao and Longbing Cao and Kun{-}Yu Lin}, title = {Revealing Distributional Vulnerability of Explicit Discriminators by Implicit Generators}, journal = {CoRR}, volume = {abs/2108.09976}, year = {2021}, url = {https://arxiv.org/abs/2108.09976}, eprinttype = {arXiv}, eprint = {2108.09976}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-09976.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-10029, author = {Qing Liu and Longbing Cao}, title = {Modeling {COVID-19} uncertainties evolving over time and density-dependent social reinforcement and asymptomatic infections}, journal = {CoRR}, volume = {abs/2108.10029}, year = {2021}, url = {https://arxiv.org/abs/2108.10029}, eprinttype = {arXiv}, eprint = {2108.10029}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-10029.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-01830, author = {Longbing Cao and Chengzhang Zhu}, title = {Table2Vec: Automated Universal Representation Learning to Encode All-round Data {DNA} for Benchmarkable and Explainable Enterprise Data Science}, journal = {CoRR}, volume = {abs/2112.01830}, year = {2021}, url = {https://arxiv.org/abs/2112.01830}, eprinttype = {arXiv}, eprint = {2112.01830}, timestamp = {Tue, 07 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-01830.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cim/CaoV20, author = {Longbing Cao and Marley M. B. R. Vellasco}, title = {{IEEE} DSAA-The {IEEE} Flagship Conference in Data Science [Society Briefs]}, journal = {{IEEE} Comput. Intell. Mag.}, volume = {15}, number = {3}, pages = {9--11}, year = {2020}, url = {https://doi.org/10.1109/MCI.2020.2998229}, doi = {10.1109/MCI.2020.2998229}, timestamp = {Thu, 30 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cim/CaoV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoYLZ20, author = {Longbing Cao and George Yuan and Tim Leung and Wei Zhang}, title = {Special Issue on {AI} and FinTech: The Challenge Ahead}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {2}, pages = {3--6}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.2983494}, doi = {10.1109/MIS.2020.2983494}, timestamp = {Tue, 09 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/CaoYLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoYLZ20a, author = {Longbing Cao and George Yuan and Tim Leung and Wei Zhang}, title = {Special Issue on {AI} and FinTech: The Challenge Ahead}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {3}, pages = {3--6}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.2983636}, doi = {10.1109/MIS.2020.2983636}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/CaoYLZ20a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/WangPHC20, author = {Shoujin Wang and Gabriella Pasi and Liang Hu and Longbing Cao}, title = {The Era of Intelligent Recommendation: Editorial on Intelligent Recommendation with Advanced {AI} and Learning}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {5}, pages = {3--6}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.3026430}, doi = {10.1109/MIS.2020.3026430}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/WangPHC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/DongGC20, author = {Xiangjun Dong and Yongshun Gong and Longbing Cao}, title = {e-RNSP: An Efficient Method for Mining Repetition Negative Sequential Patterns}, journal = {{IEEE} Trans. Cybern.}, volume = {50}, number = {5}, pages = {2084--2096}, year = {2020}, url = {https://doi.org/10.1109/TCYB.2018.2869907}, doi = {10.1109/TCYB.2018.2869907}, timestamp = {Tue, 08 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/DongGC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/PangC20, author = {Guansong Pang and Longbing Cao}, title = {Heterogeneous Univariate Outlier Ensembles in Multidimensional Data}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {14}, number = {6}, pages = {68:1--68:27}, year = {2020}, url = {https://doi.org/10.1145/3403934}, doi = {10.1145/3403934}, timestamp = {Sat, 08 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkdd/PangC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/WangC20, author = {Shoujin Wang and Longbing Cao}, title = {Inferring Implicit Rules by Learning Explicit and Hidden Item Dependency}, journal = {{IEEE} Trans. Syst. Man Cybern. Syst.}, volume = {50}, number = {3}, pages = {935--946}, year = {2020}, url = {https://doi.org/10.1109/TSMC.2017.2768547}, doi = {10.1109/TSMC.2017.2768547}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsmc/WangC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Jian0CL20, author = {Songlei Jian and Liang Hu and Longbing Cao and Kai Lu}, title = {Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {4320--4327}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.5856}, doi = {10.1609/AAAI.V34I04.5856}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Jian0CL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangH0SOC20, author = {Shoujin Wang and Liang Hu and Yan Wang and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao}, title = {Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {6259--6266}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6093}, doi = {10.1609/AAAI.V34I04.6093}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangH0SOC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/ZhuZCA20, author = {Chengzhang Zhu and Qi Zhang and Longbing Cao and Arman Abrahamyan}, editor = {Geoffrey I. Webb and Zhongfei Zhang and Vincent S. Tseng and Graham Williams and Michalis Vlachos and Longbing Cao}, title = {Mix2Vec: Unsupervised Mixed Data Representation}, booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2020, Sydney, Australia, October 6-9, 2020}, pages = {118--127}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/DSAA49011.2020.00024}, doi = {10.1109/DSAA49011.2020.00024}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/ZhuZCA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangHWSOC20, author = {Shoujin Wang and Liang Hu and Yan Wang and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao}, editor = {Christian Bessiere}, title = {Intention2Basket: {A} Neural Intention-driven Approach for Dynamic Next-basket Planning}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {2333--2339}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/323}, doi = {10.24963/IJCAI.2020/323}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WangHWSOC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ShiLZCY020, author = {Longxiang Shi and Shijian Li and Qian Zheng and Longbing Cao and Long Yang and Gang Pan}, title = {Maximum Entropy Reinforcement Learning with Evolution Strategies}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9207570}, doi = {10.1109/IJCNN48605.2020.9207570}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/ShiLZCY020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dsaa/2020, editor = {Geoffrey I. Webb and Zhongfei Zhang and Vincent S. Tseng and Graham Williams and Michalis Vlachos and Longbing Cao}, title = {7th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2020, Sydney, Australia, October 6-9, 2020}, publisher = {{IEEE}}, year = {2020}, url = {https://ieeexplore.ieee.org/xpl/conhome/9259989/proceeding}, isbn = {978-1-7281-8206-3}, timestamp = {Tue, 24 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-04830, author = {Shoujin Wang and Liang Hu and Yan Wang and Longbing Cao and Quan Z. Sheng and Mehmet A. Orgun}, title = {Sequential Recommender Systems: Challenges, Progress and Prospects}, journal = {CoRR}, volume = {abs/2001.04830}, year = {2020}, url = {https://arxiv.org/abs/2001.04830}, eprinttype = {arXiv}, eprint = {2001.04830}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-04830.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-11718, author = {Shoujin Wang and Liang Hu and Yan Wang and Xiangnan He and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao and Nan Wang and Francesco Ricci and Philip S. Yu}, title = {Graph Learning Approaches to Recommender Systems: {A} Review}, journal = {CoRR}, volume = {abs/2004.11718}, year = {2020}, url = {https://arxiv.org/abs/2004.11718}, eprinttype = {arXiv}, eprint = {2004.11718}, timestamp = {Mon, 07 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-11718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04530, author = {Shoujin Wang and Longbing Cao and Liang Hu and Shlomo Berkovsky and Xiaoshui Huang and Lin Xiao and Wenpeng Lu}, title = {Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation}, journal = {CoRR}, volume = {abs/2006.04530}, year = {2020}, url = {https://arxiv.org/abs/2006.04530}, eprinttype = {arXiv}, eprint = {2006.04530}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04530.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16964, author = {Longbing Cao}, title = {Data Science: Nature and Pitfalls}, journal = {CoRR}, volume = {abs/2006.16964}, year = {2020}, url = {https://arxiv.org/abs/2006.16964}, eprinttype = {arXiv}, eprint = {2006.16964}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16964.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16966, author = {Longbing Cao}, title = {Data Science: Challenges and Directions}, journal = {CoRR}, volume = {abs/2006.16966}, year = {2020}, url = {https://arxiv.org/abs/2006.16966}, eprinttype = {arXiv}, eprint = {2006.16966}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16966.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-02500, author = {Guansong Pang and Chunhua Shen and Longbing Cao and Anton van den Hengel}, title = {Deep Learning for Anomaly Detection: {A} Review}, journal = {CoRR}, volume = {abs/2007.02500}, year = {2020}, url = {https://arxiv.org/abs/2007.02500}, eprinttype = {arXiv}, eprint = {2007.02500}, timestamp = {Fri, 17 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-02500.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-03606, author = {Longbing Cao}, title = {Data Science: {A} Comprehensive Overview}, journal = {CoRR}, volume = {abs/2007.03606}, year = {2020}, url = {https://arxiv.org/abs/2007.03606}, eprinttype = {arXiv}, eprint = {2007.03606}, timestamp = {Mon, 20 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-03606.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-07217, author = {Longbing Cao}, title = {Non-IID Recommender Systems: {A} Review and Framework of Recommendation Paradigm Shifting}, journal = {CoRR}, volume = {abs/2007.07217}, year = {2020}, url = {https://arxiv.org/abs/2007.07217}, eprinttype = {arXiv}, eprint = {2007.07217}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-07217.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-10720, author = {Chengzhang Zhu and Longbing Cao and Jianping Yin}, title = {Unsupervised Heterogeneous Coupling Learning for Categorical Representation}, journal = {CoRR}, volume = {abs/2007.10720}, year = {2020}, url = {https://arxiv.org/abs/2007.10720}, eprinttype = {arXiv}, eprint = {2007.10720}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-10720.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-12681, author = {Longbing Cao}, title = {{AI} in FinTech: {A} Research Agenda}, journal = {CoRR}, volume = {abs/2007.12681}, year = {2020}, url = {https://arxiv.org/abs/2007.12681}, eprinttype = {arXiv}, eprint = {2007.12681}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-12681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-13534, author = {Longbing Cao}, title = {Coupling Learning of Complex Interactions}, journal = {CoRR}, volume = {abs/2007.13534}, year = {2020}, url = {https://arxiv.org/abs/2007.13534}, eprinttype = {arXiv}, eprint = {2007.13534}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-13534.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-15516, author = {Longbing Cao}, title = {In-Depth Behavior Understanding and Use: The Behavior Informatics Approach}, journal = {CoRR}, volume = {abs/2007.15516}, year = {2020}, url = {https://arxiv.org/abs/2007.15516}, eprinttype = {arXiv}, eprint = {2007.15516}, timestamp = {Mon, 03 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-15516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-04652, author = {Feng Xia and Haifeng Liu and Ivan Lee and Longbing Cao}, title = {Scientific Article Recommendation: Exploiting Common Author Relations and Historical Preferences}, journal = {CoRR}, volume = {abs/2008.04652}, year = {2020}, url = {https://arxiv.org/abs/2008.04652}, eprinttype = {arXiv}, eprint = {2008.04652}, timestamp = {Fri, 14 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-04652.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-06847, author = {Guansong Pang and Anton van den Hengel and Chunhua Shen and Longbing Cao}, title = {Deep Reinforcement Learning for Unknown Anomaly Detection}, journal = {CoRR}, volume = {abs/2009.06847}, year = {2020}, url = {https://arxiv.org/abs/2009.06847}, eprinttype = {arXiv}, eprint = {2009.06847}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-06847.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/GuoOGCY19, author = {Bin Guo and Yi Ouyang and Tong Guo and Longbing Cao and Zhiwen Yu}, title = {Enhancing Mobile App User Understanding and Marketing With Heterogeneous Crowdsourced Data: {A} Review}, journal = {{IEEE} Access}, volume = {7}, pages = {68557--68571}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2918325}, doi = {10.1109/ACCESS.2019.2918325}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/GuoOGCY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/HuCCJZC19, author = {Liang Hu and Qingkui Chen and Longbing Cao and Songlei Jian and Haiyan Zhao and Jian Cao}, title = {Evolving Coauthorship Modeling and Prediction via Time-Aware Paired Choice Analysis}, journal = {{IEEE} Access}, volume = {7}, pages = {98639--98651}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2922148}, doi = {10.1109/ACCESS.2019.2922148}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/HuCCJZC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/WangC19, author = {Wei Wang and Longbing Cao}, title = {Negative Sequence Analysis: {A} Review}, journal = {{ACM} Comput. Surv.}, volume = {52}, number = {2}, pages = {32:1--32:39}, year = {2019}, url = {https://doi.org/10.1145/3311952}, doi = {10.1145/3311952}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/WangC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/HaoSNC19, author = {Shufeng Hao and Chongyang Shi and Zhendong Niu and Longbing Cao}, title = {Modeling positive and negative feedback for improving document retrieval}, journal = {Expert Syst. Appl.}, volume = {120}, pages = {253--261}, year = {2019}, url = {https://doi.org/10.1016/j.eswa.2018.11.035}, doi = {10.1016/J.ESWA.2018.11.035}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/HaoSNC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao19, author = {Longbing Cao}, title = {Data Science: Profession and Education}, journal = {{IEEE} Intell. Syst.}, volume = {34}, number = {5}, pages = {35--44}, year = {2019}, url = {https://doi.org/10.1109/MIS.2019.2936705}, doi = {10.1109/MIS.2019.2936705}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/Cao19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ZhangSNC19, author = {Qi Zhang and Chongyang Shi and Zhendong Niu and Longbing Cao}, title = {{HCBC:} {A} Hierarchical Case-Based Classifier Integrated with Conceptual Clustering}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {31}, number = {1}, pages = {152--165}, year = {2019}, url = {https://doi.org/10.1109/TKDE.2018.2824317}, doi = {10.1109/TKDE.2018.2824317}, timestamp = {Tue, 05 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/ZhangSNC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/JianPCLG19, author = {Songlei Jian and Guansong Pang and Longbing Cao and Kai Lu and Hang Gao}, title = {{CURE:} Flexible Categorical Data Representation by Hierarchical Coupling Learning}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {31}, number = {5}, pages = {853--866}, year = {2019}, url = {https://doi.org/10.1109/TKDE.2018.2848902}, doi = {10.1109/TKDE.2018.2848902}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/JianPCLG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/DongQLCX19, author = {Xiangjun Dong and Ping Qiu and Jinhu L{\"{u}} and Longbing Cao and Tiantian Xu}, title = {Mining Top- {\textdollar}\{k\}{\textdollar} Useful Negative Sequential Patterns via Learning}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {30}, number = {9}, pages = {2764--2778}, year = {2019}, url = {https://doi.org/10.1109/TNNLS.2018.2886199}, doi = {10.1109/TNNLS.2018.2886199}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/DongQLCX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuDCCW19, author = {Peng Xu and Zhaohong Deng and Kup{-}Sze Choi and Longbing Cao and Shitong Wang}, title = {Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {379--386}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.3301379}, doi = {10.1609/AAAI.V33I01.3301379}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/XuDCCW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Jian0CLG19, author = {Songlei Jian and Liang Hu and Longbing Cao and Kai Lu and Hang Gao}, title = {Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {598--605}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.3301598}, doi = {10.1609/AAAI.V33I01.3301598}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/Jian0CLG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0004JCGCA19, author = {Liang Hu and Songlei Jian and Longbing Cao and Zhiping Gu and Qingkui Chen and Artak Amirbekyan}, title = {{HERS:} Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3830--3837}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013830}, doi = {10.1609/AAAI.V33I01.33013830}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/0004JCGCA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ShiLCYP19, author = {Longxiang Shi and Shijian Li and Longbing Cao and Long Yang and Gang Pan}, editor = {Edith Elkind and Manuela Veloso and Noa Agmon and Matthew E. Taylor}, title = {TBQ({\(\sigma\)}): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning}, booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17, 2019}, pages = {1025--1032}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, year = {2019}, url = {http://dl.acm.org/citation.cfm?id=3331799}, timestamp = {Thu, 17 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ShiLCYP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Wang0WSOC19, author = {Shoujin Wang and Liang Hu and Yan Wang and Quan Z. Sheng and Mehmet A. Orgun and Longbing Cao}, editor = {Sarit Kraus}, title = {Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {3771--3777}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/523}, doi = {10.24963/IJCAI.2019/523}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/Wang0WSOC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangHWCSO19, author = {Shoujin Wang and Liang Hu and Yan Wang and Longbing Cao and Quan Z. Sheng and Mehmet A. Orgun}, editor = {Sarit Kraus}, title = {Sequential Recommender Systems: Challenges, Progress and Prospects}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {6332--6338}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/883}, doi = {10.24963/IJCAI.2019/883}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WangHWCSO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-04864, author = {Shoujin Wang and Longbing Cao and Yan Wang}, title = {A Survey on Session-based Recommender Systems}, journal = {CoRR}, volume = {abs/1902.04864}, year = {2019}, url = {http://arxiv.org/abs/1902.04864}, eprinttype = {arXiv}, eprint = {1902.04864}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-04864.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-07237, author = {Longxiang Shi and Shijian Li and Longbing Cao and Long Yang and Gang Pan}, title = {TBQ({\(\sigma\)}): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning}, journal = {CoRR}, volume = {abs/1905.07237}, year = {2019}, url = {http://arxiv.org/abs/1905.07237}, eprinttype = {arXiv}, eprint = {1905.07237}, timestamp = {Thu, 17 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-07237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-10594, author = {Peng Xu and Zhaohong Deng and Kup{-}Sze Choi and Longbing Cao and Shitong Wang}, title = {Multi-view Information-theoretic Co-clustering for Co-occurrence Data}, journal = {CoRR}, volume = {abs/1905.10594}, year = {2019}, url = {http://arxiv.org/abs/1905.10594}, eprinttype = {arXiv}, eprint = {1905.10594}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-10594.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/HaoSNC18, author = {Shufeng Hao and Chongyang Shi and Zhendong Niu and Longbing Cao}, title = {Concept coupling learning for improving concept lattice-based document retrieval}, journal = {Eng. Appl. Artif. Intell.}, volume = {69}, pages = {65--75}, year = {2018}, url = {https://doi.org/10.1016/j.engappai.2017.12.007}, doi = {10.1016/J.ENGAPPAI.2017.12.007}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/HaoSNC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/MengRWXC18, author = {Fanrong Meng and Xiaobin Rui and Zhixiao Wang and Yan Xing and Longbing Cao}, title = {Coupled Node Similarity Learning for Community Detection in Attributed Networks}, journal = {Entropy}, volume = {20}, number = {6}, pages = {471}, year = {2018}, url = {https://doi.org/10.3390/e20060471}, doi = {10.3390/E20060471}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/MengRWXC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/HuCZJCC18, author = {Liang Hu and Qingkui Chen and Haiyan Zhao and Songlei Jian and Longbing Cao and Jian Cao}, title = {Neural Cross-Session Filtering: Next-Item Prediction Under Intra- and Inter-Session Context}, journal = {{IEEE} Intell. Syst.}, volume = {33}, number = {6}, pages = {57--67}, year = {2018}, url = {https://doi.org/10.1109/MIS.2018.2881516}, doi = {10.1109/MIS.2018.2881516}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/HuCZJCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/CaoLL18, author = {Longbing Cao and Jae{-}Gil Lee and Xuemin Lin}, title = {Introduction to the special issue on Data Science in Asia (with PAKDD'2017)}, journal = {Int. J. Data Sci. Anal.}, volume = {6}, number = {4}, pages = {271--272}, year = {2018}, url = {https://doi.org/10.1007/s41060-018-0157-3}, doi = {10.1007/S41060-018-0157-3}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/CaoLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/imwut/OuyangGGCY18, author = {Yi Ouyang and Bin Guo and Tong Guo and Longbing Cao and Zhiwen Yu}, title = {Modeling and Forecasting the Popularity Evolution of Mobile Apps: {A} Multivariate Hawkes Process Approach}, journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.}, volume = {2}, number = {4}, pages = {182:1--182:23}, year = {2018}, url = {https://doi.org/10.1145/3287060}, doi = {10.1145/3287060}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/imwut/OuyangGGCY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/WangBCC18, author = {Lizhen Wang and Xuguang Bao and Hongmei Chen and Longbing Cao}, title = {Effective lossless condensed representation and discovery of spatial co-location patterns}, journal = {Inf. Sci.}, volume = {436-437}, pages = {197--213}, year = {2018}, url = {https://doi.org/10.1016/j.ins.2018.01.011}, doi = {10.1016/J.INS.2018.01.011}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/WangBCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/DengCZC018, author = {Zhaohong Deng and Junyong Chen and Te Zhang and Longbing Cao and Shitong Wang}, title = {Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models}, journal = {Inf. Sci.}, volume = {436-437}, pages = {302--319}, year = {2018}, url = {https://doi.org/10.1016/j.ins.2018.01.034}, doi = {10.1016/J.INS.2018.01.034}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/DengCZC018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/DongGC18, author = {Xiangjun Dong and Yongshun Gong and Longbing Cao}, title = {{F-NSP+:} {A} fast negative sequential patterns mining method with self-adaptive data storage}, journal = {Pattern Recognit.}, volume = {84}, pages = {13--27}, year = {2018}, url = {https://doi.org/10.1016/j.patcog.2018.06.016}, doi = {10.1016/J.PATCOG.2018.06.016}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/DongGC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/HuangCZPL18, author = {Yonggang Huang and Longbing Cao and Jun Zhang and Lei Pan and Yuying Liu}, title = {Exploring Feature Coupling and Model Coupling for Image Source Identification}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {13}, number = {12}, pages = {3108--3121}, year = {2018}, url = {https://doi.org/10.1109/TIFS.2018.2838079}, doi = {10.1109/TIFS.2018.2838079}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/HuangCZPL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/WangCSCS18, author = {Can Wang and Chi{-}Hung Chi and Zhong She and Longbing Cao and Bela Stantic}, title = {Coupled Clustering Ensemble by Exploring Data Interdependence}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {12}, number = {6}, pages = {63:1--63:38}, year = {2018}, url = {https://doi.org/10.1145/3230967}, doi = {10.1145/3230967}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkdd/WangCSCS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ZhuCLYK18, author = {Chengzhang Zhu and Longbing Cao and Qiang Liu and Jianping Yin and Vipin Kumar}, title = {Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {30}, number = {7}, pages = {1254--1267}, year = {2018}, url = {https://doi.org/10.1109/TKDE.2018.2791525}, doi = {10.1109/TKDE.2018.2791525}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ZhuCLYK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/JianCLG18, author = {Songlei Jian and Longbing Cao and Kai Lu and Hang Gao}, title = {Unsupervised Coupled Metric Similarity for Non-IID Categorical Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {30}, number = {9}, pages = {1810--1823}, year = {2018}, url = {https://doi.org/10.1109/TKDE.2018.2808532}, doi = {10.1109/TKDE.2018.2808532}, timestamp = {Wed, 03 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/JianCLG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/LianZGCCX18, author = {Defu Lian and Kai Zheng and Yong Ge and Longbing Cao and Enhong Chen and Xing Xie}, title = {GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization}, journal = {{ACM} Trans. Inf. Syst.}, volume = {36}, number = {3}, pages = {33:1--33:29}, year = {2018}, url = {https://doi.org/10.1145/3182166}, doi = {10.1145/3182166}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/LianZGCCX18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangHCHL018, author = {Shoujin Wang and Liang Hu and Longbing Cao and Xiaoshui Huang and Defu Lian and Wei Liu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Attention-Based Transactional Context Embedding for Next-Item Recommendation}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {2532--2539}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11851}, doi = {10.1609/AAAI.V32I1.11851}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WangHCHL018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoC18, author = {Trong Dinh Thac Do and Longbing Cao}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {2918--2925}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11689}, doi = {10.1609/AAAI.V32I1.11689}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JianHCL18, author = {Songlei Jian and Liang Hu and Longbing Cao and Kai Lu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Metric-Based Auto-Instructor for Learning Mixed Data Representation}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {3318--3325}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11597}, doi = {10.1609/AAAI.V32I1.11597}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JianHCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PangCCLL18, author = {Guansong Pang and Longbing Cao and Ling Chen and Defu Lian and Huan Liu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {3892--3899}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11692}, doi = {10.1609/AAAI.V32I1.11692}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PangCCLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/WangBC18, author = {Lizhen Wang and Xuguang Bao and Longbing Cao}, title = {Interactive Probabilistic Post-Mining of User-Preferred Spatial Co-Location Patterns}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1256--1259}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00124}, doi = {10.1109/ICDE.2018.00124}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/WangBC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/ChenLTC018, author = {Xingyu Chen and Fanghui Liu and Enmei Tu and Longbing Cao and Jie Yang}, editor = {Long Cheng and Andrew Chi{-}Sing Leung and Seiichi Ozawa}, title = {Deep-PUMR: Deep Positive and Unlabeled Learning with Manifold Regularization}, booktitle = {Neural Information Processing - 25th International Conference, {ICONIP} 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11301}, pages = {12--20}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-04167-0\_2}, doi = {10.1007/978-3-030-04167-0\_2}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iconip/ChenLTC018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HuJCC18, author = {Liang Hu and Songlei Jian and Longbing Cao and Qingkui Chen}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {3400--3406}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/472}, doi = {10.24963/IJCAI.2018/472}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HuJCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangCZLS18, author = {Quangui Zhang and Longbing Cao and Chengzhang Zhu and Zhiqiang Li and Jinguang Sun}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {3662--3668}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/509}, doi = {10.24963/IJCAI.2018/509}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangCZLS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DoC18, author = {Trong Dinh Thac Do and Longbing Cao}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5010--5016}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/695}, doi = {10.24963/IJCAI.2018/695}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/DoC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Lian0ZGCT018, author = {Defu Lian and Kai Zheng and Vincent W. Zheng and Yong Ge and Longbing Cao and Ivor W. Tsang and Xing Xie}, editor = {Yike Guo and Faisal Farooq}, title = {High-order Proximity Preserving Information Network Hashing}, booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK, August 19-23, 2018}, pages = {1744--1753}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3219819.3220034}, doi = {10.1145/3219819.3220034}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Lian0ZGCT018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PangCCL18, author = {Guansong Pang and Longbing Cao and Ling Chen and Huan Liu}, editor = {Yike Guo and Faisal Farooq}, title = {Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection}, booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK, August 19-23, 2018}, pages = {2041--2050}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3219819.3220042}, doi = {10.1145/3219819.3220042}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/PangCCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DoC18, author = {Trong Dinh Thac Do and Longbing Cao}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Gamma-Poisson Dynamic Matrix Factorization Embedded with Metadata Influence}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {5829--5840}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/4e2a6330465c8ffcaa696a5a16639176-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/DoC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/XuC18, author = {Jia Xu and Longbing Cao}, editor = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi}, title = {Vine Copula-Based Asymmetry and Tail Dependence Modeling}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10937}, pages = {285--297}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93034-3\_23}, doi = {10.1007/978-3-319-93034-3\_23}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/XuC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uic/ZhangCLGCL18, author = {Liying Zhang and Longbing Cao and Sheng Luo and Lei Gu and Yijin Chen and Yuanfeng Lian}, editor = {Guojun Wang and Qi Han and Md. Zakirul Alam Bhuiyan and Xiaoxing Ma and Fr{\'{e}}d{\'{e}}ric Loulergue and Peng Li and Manuel Roveri and Lei Chen}, title = {Coupled Collective Matrix Factorization}, booktitle = {2018 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing, Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications, Cloud {\&} Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018, Guangzhou, China, October 8-12, 2018}, pages = {1023--1030}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SmartWorld.2018.00179}, doi = {10.1109/SMARTWORLD.2018.00179}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uic/ZhangCLGCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-04808, author = {Guansong Pang and Longbing Cao and Ling Chen and Huan Liu}, title = {Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection}, journal = {CoRR}, volume = {abs/1806.04808}, year = {2018}, url = {http://arxiv.org/abs/1806.04808}, eprinttype = {arXiv}, eprint = {1806.04808}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-04808.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/JiangTYC17, author = {Yunzhi Jiang and Pohsiang Tsai and Wei{-}Chang Yeh and Longbing Cao}, title = {A honey-bee-mating based algorithm for multilevel image segmentation using Bayesian theorem}, journal = {Appl. Soft Comput.}, volume = {52}, pages = {1181--1190}, year = {2017}, url = {https://doi.org/10.1016/j.asoc.2016.09.008}, doi = {10.1016/J.ASOC.2016.09.008}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/asc/JiangTYC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/Cao17, author = {Longbing Cao}, title = {Data science: challenges and directions}, journal = {Commun. {ACM}}, volume = {60}, number = {8}, pages = {59--68}, year = {2017}, url = {https://doi.org/10.1145/3015456}, doi = {10.1145/3015456}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/Cao17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/Cao17, author = {Longbing Cao}, title = {Data Science: {A} Comprehensive Overview}, journal = {{ACM} Comput. Surv.}, volume = {50}, number = {3}, pages = {43:1--43:42}, year = {2017}, url = {https://doi.org/10.1145/3076253}, doi = {10.1145/3076253}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csur/Cao17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/ZhaiGWC17, author = {Tingting Zhai and Yang Gao and Hao Wang and Longbing Cao}, title = {Classification of high-dimensional evolving data streams via a resource-efficient online ensemble}, journal = {Data Min. Knowl. Discov.}, volume = {31}, number = {5}, pages = {1242--1265}, year = {2017}, url = {https://doi.org/10.1007/s10618-017-0500-7}, doi = {10.1007/S10618-017-0500-7}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/ZhaiGWC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/GhoshLCR17, author = {Shameek Ghosh and Jinyan Li and Longbing Cao and Kotagiri Ramamohanarao}, title = {Septic shock prediction for {ICU} patients via coupled {HMM} walking on sequential contrast patterns}, journal = {J. Biomed. Informatics}, volume = {66}, pages = {19--31}, year = {2017}, url = {https://doi.org/10.1016/j.jbi.2016.12.010}, doi = {10.1016/J.JBI.2016.12.010}, timestamp = {Fri, 16 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/GhoshLCR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/MengCZS17, author = {Xiangfu Meng and Longbing Cao and Xiaoyan Zhang and Jingyu Shao}, title = {Top-k coupled keyword recommendation for relational keyword queries}, journal = {Knowl. Inf. Syst.}, volume = {50}, number = {3}, pages = {883--916}, year = {2017}, url = {https://doi.org/10.1007/s10115-016-0959-3}, doi = {10.1007/S10115-016-0959-3}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/MengCZS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiuXC17, author = {Bo Liu and Yanshan Xiao and Longbing Cao}, title = {SVM-based multi-state-mapping approach for multi-class classification}, journal = {Knowl. Based Syst.}, volume = {129}, pages = {79--96}, year = {2017}, url = {https://doi.org/10.1016/j.knosys.2017.05.011}, doi = {10.1016/J.KNOSYS.2017.05.011}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/LiuXC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/FanXCS17, author = {Xuhui Fan and Richard Yi Da Xu and Longbing Cao and Yin Song}, title = {Learning Nonparametric Relational Models by Conjugately Incorporating Node Information in a Network}, journal = {{IEEE} Trans. Cybern.}, volume = {47}, number = {3}, pages = {589--599}, year = {2017}, url = {https://doi.org/10.1109/TCYB.2016.2521376}, doi = {10.1109/TCYB.2016.2521376}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/FanXCS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/HuCCGXW17, author = {Liang Hu and Longbing Cao and Jian Cao and Zhiping Gu and Guandong Xu and Jie Wang}, title = {Improving the Quality of Recommendations for Users and Items in the Tail of Distribution}, journal = {{ACM} Trans. Inf. Syst.}, volume = {35}, number = {3}, pages = {25:1--25:37}, year = {2017}, url = {https://doi.org/10.1145/3052769}, doi = {10.1145/3052769}, timestamp = {Sat, 08 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/HuCCGXW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vldb/ZhouCZQCHW17, author = {Xiangmin Zhou and Lei Chen and Yanchun Zhang and Dong Qin and Longbing Cao and Guangyan Huang and Chen Wang}, title = {Enhancing online video recommendation using social user interactions}, journal = {{VLDB} J.}, volume = {26}, number = {5}, pages = {637--656}, year = {2017}, url = {https://doi.org/10.1007/s00778-017-0469-2}, doi = {10.1007/S00778-017-0469-2}, timestamp = {Thu, 26 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vldb/ZhouCZQCHW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShiLGCS17, author = {Yinghuan Shi and Wenbin Li and Yang Gao and Longbing Cao and Dinggang Shen}, editor = {Satinder Singh and Shaul Markovitch}, title = {Beyond {IID:} Learning to Combine Non-IID Metrics for Vision Tasks}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {1524--1531}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10748}, doi = {10.1609/AAAI.V31I1.10748}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShiLGCS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/PangXCZ17, author = {Guansong Pang and Hongzuo Xu and Longbing Cao and Wentao Zhao}, editor = {Ee{-}Peng Lim and Marianne Winslett and Mark Sanderson and Ada Wai{-}Chee Fu and Jimeng Sun and J. Shane Culpepper and Eric Lo and Joyce C. Ho and Debora Donato and Rakesh Agrawal and Yu Zheng and Carlos Castillo and Aixin Sun and Vincent S. Tseng and Chenliang Li}, title = {Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data}, booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge Management, {CIKM} 2017, Singapore, November 06 - 10, 2017}, pages = {807--816}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3132847.3132994}, doi = {10.1145/3132847.3132994}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/PangXCZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/XuWC17, author = {Jia Xu and Wei Wei and Longbing Cao}, title = {Copula-Based High Dimensional Cross-Market Dependence Modeling}, booktitle = {2017 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017}, pages = {734--743}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/DSAA.2017.67}, doi = {10.1109/DSAA.2017.67}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/XuWC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HuCWXCG17, author = {Liang Hu and Longbing Cao and Shoujin Wang and Guandong Xu and Jian Cao and Zhiping Gu}, editor = {Carles Sierra}, title = {Diversifying Personalized Recommendation with User-session Context}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1858--1864}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/258}, doi = {10.24963/IJCAI.2017/258}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/HuCWXCG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/JianCPLG17, author = {Songlei Jian and Longbing Cao and Guansong Pang and Kai Lu and Hang Gao}, editor = {Carles Sierra}, title = {Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1937--1943}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/269}, doi = {10.24963/IJCAI.2017/269}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/JianCPLG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/PangCCL17, author = {Guansong Pang and Longbing Cao and Ling Chen and Huan Liu}, editor = {Carles Sierra}, title = {Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {2585--2591}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/360}, doi = {10.24963/IJCAI.2017/360}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/PangCCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Cao17, author = {Longbing Cao}, title = {Behavior Informatics to Discover Behavior Insight for Active and Tailored Client Management}, booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}, pages = {15--16}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3097983.3105818}, doi = {10.1145/3097983.3105818}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Cao17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LianLG00C17, author = {Defu Lian and Rui Liu and Yong Ge and Kai Zheng and Xing Xie and Longbing Cao}, title = {Discrete Content-aware Matrix Factorization}, booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}, pages = {325--334}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3097983.3098008}, doi = {10.1145/3097983.3098008}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/LianLG00C17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangHC17, author = {Shoujin Wang and Liang Hu and Longbing Cao}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Perceiving the Next Choice with Comprehensive Transaction Embeddings for Online Recommendation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10535}, pages = {285--302}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71246-8\_18}, doi = {10.1007/978-3-319-71246-8\_18}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/WangHC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2017-1, editor = {Jinho Kim and Kyuseok Shim and Longbing Cao and Jae{-}Gil Lee and Xuemin Lin and Yang{-}Sae Moon}, title = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10234}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-57454-7}, doi = {10.1007/978-3-319-57454-7}, isbn = {978-3-319-57453-0}, timestamp = {Mon, 16 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/2017-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2017-2, editor = {Jinho Kim and Kyuseok Shim and Longbing Cao and Jae{-}Gil Lee and Xuemin Lin and Yang{-}Sae Moon}, title = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10235}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-57529-2}, doi = {10.1007/978-3-319-57529-2}, isbn = {978-3-319-57528-5}, timestamp = {Mon, 16 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/2017-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/CaoDZ16, author = {Longbing Cao and Xiangjun Dong and Zhigang Zheng}, title = {e-NSP: Efficient negative sequential pattern mining}, journal = {Artif. Intell.}, volume = {235}, pages = {156--182}, year = {2016}, url = {https://doi.org/10.1016/j.artint.2016.03.001}, doi = {10.1016/J.ARTINT.2016.03.001}, timestamp = {Tue, 08 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/CaoDZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cim/GaussierC16, author = {{\'{E}}ric Gaussier and Longbing Cao}, title = {Conference Report on 2015 {IEEE} International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports]}, journal = {{IEEE} Comput. Intell. Mag.}, volume = {11}, number = {1}, pages = {13--14}, year = {2016}, url = {https://doi.org/10.1109/MCI.2015.2502125}, doi = {10.1109/MCI.2015.2502125}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cim/GaussierC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/Cao16, author = {Longbing Cao}, title = {Data Science: Nature and Pitfalls}, journal = {{IEEE} Intell. Syst.}, volume = {31}, number = {5}, pages = {66--75}, year = {2016}, url = {https://doi.org/10.1109/MIS.2016.86}, doi = {10.1109/MIS.2016.86}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/Cao16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/Cao16, author = {Longbing Cao}, title = {Data science and analytics: a new era}, journal = {Int. J. Data Sci. Anal.}, volume = {1}, number = {1}, pages = {1--2}, year = {2016}, url = {https://doi.org/10.1007/s41060-016-0006-1}, doi = {10.1007/S41060-016-0006-1}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijdsa/Cao16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/LiHCC16, author = {Dong Li and Xianmang He and Longbing Cao and Huahui Chen}, title = {Permutation anonymization}, journal = {J. Intell. Inf. Syst.}, volume = {47}, number = {3}, pages = {427--445}, year = {2016}, url = {https://doi.org/10.1007/s10844-015-0373-4}, doi = {10.1007/S10844-015-0373-4}, timestamp = {Wed, 15 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/LiHCC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/LiXC16, author = {Fangfang Li and Guandong Xu and Longbing Cao}, title = {Two-level matrix factorization for recommender systems}, journal = {Neural Comput. Appl.}, volume = {27}, number = {8}, pages = {2267--2278}, year = {2016}, url = {https://doi.org/10.1007/s00521-015-2060-3}, doi = {10.1007/S00521-015-2060-3}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/LiXC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/XiaLLC16, author = {Feng Xia and Haifeng Liu and Ivan Lee and Longbing Cao}, title = {Scientific Article Recommendation: Exploiting Common Author Relations and Historical Preferences}, journal = {{IEEE} Trans. Big Data}, volume = {2}, number = {2}, pages = {101--112}, year = {2016}, url = {https://doi.org/10.1109/TBDATA.2016.2555318}, doi = {10.1109/TBDATA.2016.2555318}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tbd/XiaLLC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/HuCCGXY16, author = {Liang Hu and Longbing Cao and Jian Cao and Zhiping Gu and Guandong Xu and Dingyu Yang}, title = {Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains}, journal = {{ACM} Trans. Inf. Syst.}, volume = {35}, number = {2}, pages = {13:1--13:37}, year = {2016}, url = {https://doi.org/10.1145/2976737}, doi = {10.1145/2976737}, timestamp = {Sun, 28 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/HuCCGXY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/ZhengWLCCB16, author = {Zhigang Zheng and Wei Wei and Chunming Liu and Wei Cao and Longbing Cao and Maninder Bhatia}, title = {An effective contrast sequential pattern mining approach to taxpayer behavior analysis}, journal = {World Wide Web}, volume = {19}, number = {4}, pages = {633--651}, year = {2016}, url = {https://doi.org/10.1007/s11280-015-0350-4}, doi = {10.1007/S11280-015-0350-4}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/www/ZhengWLCCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/ShenCYG16, author = {Bin Shen and Longbing Cao and Min Yao and Yunjun Gao}, title = {Mining preferred navigation patterns by consolidating both selection and time preferences}, journal = {World Wide Web}, volume = {19}, number = {5}, pages = {979--1007}, year = {2016}, url = {https://doi.org/10.1007/s11280-015-0371-z}, doi = {10.1007/S11280-015-0371-Z}, timestamp = {Mon, 05 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/www/ShenCYG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aciids/KumarRRC16, author = {Karnam Dileep Kumar and Krishna Reddy Polepalli and Pailla Balakrishna Reddy and Longbing Cao}, editor = {Ngoc Thanh Nguyen and Bogdan Trawinski and Hamido Fujita and Tzung{-}Pei Hong}, title = {Improving the Performance of Collaborative Filtering with Category-Specific Neighborhood}, booktitle = {Intelligent Information and Database Systems - 8th Asian Conference, {ACIIDS} 2016, Da Nang, Vietnam, March 14-16, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9622}, pages = {201--210}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-662-49390-8\_19}, doi = {10.1007/978-3-662-49390-8\_19}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aciids/KumarRRC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/PangCCL16, author = {Guansong Pang and Longbing Cao and Ling Chen and Huan Liu}, editor = {Francesco Bonchi and Josep Domingo{-}Ferrer and Ricardo Baeza{-}Yates and Zhi{-}Hua Zhou and Xindong Wu}, title = {Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings}, booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016, December 12-15, 2016, Barcelona, Spain}, pages = {410--419}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDM.2016.0052}, doi = {10.1109/ICDM.2016.0052}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/PangCCL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/FanXC16, author = {Xuhui Fan and Richard Yi Da Xu and Longbing Cao}, editor = {Subbarao Kambhampati}, title = {Copula Mixed-Membership Stochastic Blockmodel}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {1462--1468}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/210}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/FanXC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/PangCC16, author = {Guansong Pang and Longbing Cao and Ling Chen}, editor = {Subbarao Kambhampati}, title = {Outlier Detection in Complex Categorical Data by Modeling the Feature Value Couplings}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {1902--1908}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/272}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/PangCC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/WangLWCMK16, author = {Shoujin Wang and Wei Liu and Jia Wu and Longbing Cao and Qinxue Meng and Paul J. Kennedy}, title = {Training deep neural networks on imbalanced data sets}, booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {4368--4374}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IJCNN.2016.7727770}, doi = {10.1109/IJCNN.2016.7727770}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/WangLWCMK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/aikp/Cao15, author = {Longbing Cao}, title = {Metasynthetic Computing and Engineering of Complex Systems}, series = {Advanced Information and Knowledge Processing}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-1-4471-6551-4}, doi = {10.1007/978-1-4471-6551-4}, isbn = {978-1-4471-6550-7}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/aikp/Cao15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/FarihaALSPC15, author = {Anna Fariha and Chowdhury Farhan Ahmed and Carson K. Leung and Md. Samiullah and Suraiya Pervin and Longbing Cao}, title = {A new framework for mining frequent interaction patterns from meeting databases}, journal = {Eng. Appl. Artif. Intell.}, volume = {45}, pages = {103--118}, year = {2015}, url = {https://doi.org/10.1016/j.engappai.2015.06.019}, doi = {10.1016/J.ENGAPPAI.2015.06.019}, timestamp = {Sat, 20 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/FarihaALSPC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoC15, author = {Wei Cao and Longbing Cao}, title = {Financial Crisis Forecasting via Coupled Market State Analysis}, journal = {{IEEE} Intell. Syst.}, volume = {30}, number = {2}, pages = {18--25}, year = {2015}, url = {https://doi.org/10.1109/MIS.2015.4}, doi = {10.1109/MIS.2015.4}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/CaoC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoYK15, author = {Longbing Cao and Philip S. Yu and Vipin Kumar}, title = {Nonoccurring Behavior Analytics: {A} New Area}, journal = {{IEEE} Intell. Syst.}, volume = {30}, number = {6}, pages = {4--11}, year = {2015}, url = {https://doi.org/10.1109/MIS.2015.105}, doi = {10.1109/MIS.2015.105}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/CaoYK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/Cao15, author = {Longbing Cao}, title = {Coupling learning of complex interactions}, journal = {Inf. Process. Manag.}, volume = {51}, number = {2}, pages = {167--186}, year = {2015}, url = {https://doi.org/10.1016/j.ipm.2014.08.007}, doi = {10.1016/J.IPM.2014.08.007}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/Cao15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/YueCMCX15, author = {Xiaodong Yue and Longbing Cao and Duoqian Miao and Yufei Chen and B. Xu}, title = {Multi-view attribute reduction model for traffic bottleneck analysis}, journal = {Knowl. Based Syst.}, volume = {86}, pages = {1--10}, year = {2015}, url = {https://doi.org/10.1016/j.knosys.2015.03.022}, doi = {10.1016/J.KNOSYS.2015.03.022}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kbs/YueCMCX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/FanC15, author = {Xuhui Fan and Longbing Cao}, title = {A convergence theorem for graph shift-type algorithms}, journal = {Pattern Recognit.}, volume = {48}, number = {8}, pages = {2751--2760}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2015.02.013}, doi = {10.1016/J.PATCOG.2015.02.013}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/FanC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/JiangTHC15, author = {Yunzhi Jiang and Pohsiang Tsai and Zhifeng Hao and Longbing Cao}, title = {Automatic multilevel thresholding for image segmentation using stratified sampling and Tabu Search}, journal = {Soft Comput.}, volume = {19}, number = {9}, pages = {2605--2617}, year = {2015}, url = {https://doi.org/10.1007/s00500-014-1425-3}, doi = {10.1007/S00500-014-1425-3}, timestamp = {Thu, 08 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soco/JiangTHC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/LiuDCXLG15, author = {Weiwei Liu and Zhi{-}Hong Deng and Longbing Cao and Xiaoran Xu and He Liu and Xiuwen Gong}, title = {Mining Top {K} Spread Sources for a Specific Topic and a Given Node}, journal = {{IEEE} Trans. Cybern.}, volume = {45}, number = {11}, pages = {2472--2483}, year = {2015}, url = {https://doi.org/10.1109/TCYB.2014.2375185}, doi = {10.1109/TCYB.2014.2375185}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/LiuDCXLG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tfs/DengCJW15, author = {Zhaohong Deng and Longbing Cao and Yizhang Jiang and Shitong Wang}, title = {Minimax Probability {TSK} Fuzzy System Classifier: {A} More Transparent and Highly Interpretable Classification Model}, journal = {{IEEE} Trans. Fuzzy Syst.}, volume = {23}, number = {4}, pages = {813--826}, year = {2015}, url = {https://doi.org/10.1109/TFUZZ.2014.2328014}, doi = {10.1109/TFUZZ.2014.2328014}, timestamp = {Tue, 12 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tfs/DengCJW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/Fournier-VigerW15, author = {Philippe Fournier{-}Viger and Cheng{-}Wei Wu and Vincent S. Tseng and Longbing Cao and Roger Nkambou}, title = {Mining Partially-Ordered Sequential Rules Common to Multiple Sequences}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {27}, number = {8}, pages = {2203--2216}, year = {2015}, url = {https://doi.org/10.1109/TKDE.2015.2405509}, doi = {10.1109/TKDE.2015.2405509}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/Fournier-VigerW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangDZCC15, author = {Can Wang and Xiangjun Dong and Fei Zhou and Longbing Cao and Chi{-}Hung Chi}, title = {Coupled Attribute Similarity Learning on Categorical Data}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {26}, number = {4}, pages = {781--797}, year = {2015}, url = {https://doi.org/10.1109/TNNLS.2014.2325872}, doi = {10.1109/TNNLS.2014.2325872}, timestamp = {Sat, 02 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/WangDZCC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/FanCX15, author = {Xuhui Fan and Longbing Cao and Richard Yi Da Xu}, title = {Dynamic Infinite Mixed-Membership Stochastic Blockmodel}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {26}, number = {9}, pages = {2072--2085}, year = {2015}, url = {https://doi.org/10.1109/TNNLS.2014.2369374}, doi = {10.1109/TNNLS.2014.2369374}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/FanCX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/YangGSC15, author = {Wanqi Yang and Yang Gao and Yinghuan Shi and Longbing Cao}, title = {MRM-Lasso: {A} Sparse Multiview Feature Selection Method via Low-Rank Analysis}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {26}, number = {11}, pages = {2801--2815}, year = {2015}, url = {https://doi.org/10.1109/TNNLS.2015.2396937}, doi = {10.1109/TNNLS.2015.2396937}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/YangGSC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/WangCC15, author = {Can Wang and Longbing Cao and Chi{-}Hung Chi}, title = {Formalization and Verification of Group Behavior Interactions}, journal = {{IEEE} Trans. Syst. Man Cybern. Syst.}, volume = {45}, number = {8}, pages = {1109--1124}, year = {2015}, url = {https://doi.org/10.1109/TSMC.2015.2399862}, doi = {10.1109/TSMC.2015.2399862}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsmc/WangCC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/CaoHC15, author = {Wei Cao and Liang Hu and Longbing Cao}, editor = {Blai Bonet and Sven Koenig}, title = {Deep Modeling Complex Couplings within Financial Markets}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {2518--2524}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9559}, doi = {10.1609/AAAI.V29I1.9559}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/CaoHC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JiangLCL15, author = {Xinxin Jiang and Wei Liu and Longbing Cao and Guodong Long}, editor = {Blai Bonet and Sven Koenig}, title = {Coupled Collaborative Filtering for Context-aware Recommendation}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {4172--4173}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9705}, doi = {10.1609/AAAI.V29I1.9705}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JiangLCL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShaoYLC15, author = {Jingyu Shao and Junfu Yin and Wei Liu and Longbing Cao}, editor = {Blai Bonet and Sven Koenig}, title = {Actionable Combined High Utility Itemset Mining}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {4206--4207}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9708}, doi = {10.1609/AAAI.V29I1.9708}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShaoYLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YueCCX15, author = {Xiaodong Yue and Longbing Cao and Yufei Chen and Bin Xu}, editor = {Adi Botea and Sebastiaan A. Meijer}, title = {Multi-View Actionable Patterns for Managing Traffic Bottleneck}, booktitle = {Artificial Intelligence for Transportation: Advice, Interactivity, and Actor Modeling, Papers from the 2015 {AAAI} Workshop, Austin, Texas, USA, January 26, 2015}, series = {{AAAI} Technical Report}, volume = {{WS-15-05}}, publisher = {{AAAI} Press}, year = {2015}, url = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10097}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YueCCX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/CaoDCZ15, author = {Wei Cao and Yves Demazeau and Longbing Cao and Weidong Zhu}, title = {Financial crisis and global market couplings}, booktitle = {2015 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/DSAA.2015.7344854}, doi = {10.1109/DSAA.2015.7344854}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/CaoDCZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/ChenHXLC15, author = {Qianqian Chen and Liang Hu and Jia Xu and Wei Liu and Longbing Cao}, title = {Document similarity analysis via involving both explicit and implicit semantic couplings}, booktitle = {2015 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/DSAA.2015.7344832}, doi = {10.1109/DSAA.2015.7344832}, timestamp = {Thu, 20 Dec 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/ChenHXLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/ShaoYLC15, author = {Jingyu Shao and Junfu Yin and Wei Liu and Longbing Cao}, title = {Mining actionable combined patterns of high utility and frequency}, booktitle = {2015 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/DSAA.2015.7344840}, doi = {10.1109/DSAA.2015.7344840}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/ShaoYLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/enter/RossettiSCZ15, author = {Marco Rossetti and Fabio Stella and Longbing Cao and Markus Zanker}, editor = {Iis Tussyadiah and Alessandro Inversini}, title = {Analysing User Reviews in Tourism with Topic Models}, booktitle = {Information and Communication Technologies in Tourism 2015, {ENTER} 2015, Proceedings of the International Conference in Lugano, Switzerland, February 3 - 6, 2015}, pages = {47--58}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-14343-9\_4}, doi = {10.1007/978-3-319-14343-9\_4}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/enter/RossettiSCZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LiuC15, author = {Chunming Liu and Longbing Cao}, editor = {Tru H. Cao and Ee{-}Peng Lim and Zhi{-}Hua Zhou and Tu Bao Ho and David Wai{-}Lok Cheung and Hiroshi Motoda}, title = {A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification}, booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9077}, pages = {176--187}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18038-0\_14}, doi = {10.1007/978-3-319-18038-0\_14}, timestamp = {Tue, 24 Aug 2021 17:53:57 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LiuC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LiXC15, author = {Fangfang Li and Guandong Xu and Longbing Cao}, editor = {Tru H. Cao and Ee{-}Peng Lim and Zhi{-}Hua Zhou and Tu Bao Ho and David Wai{-}Lok Cheung and Hiroshi Motoda}, title = {Coupled Matrix Factorization Within Non-IID Context}, booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9078}, pages = {707--719}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18032-8\_55}, doi = {10.1007/978-3-319-18032-8\_55}, timestamp = {Tue, 24 Aug 2021 17:53:56 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LiXC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/FuXCWW15, author = {Bin Fu and Guandong Xu and Longbing Cao and Zhihai Wang and Zhiang Wu}, editor = {Tru H. Cao and Ee{-}Peng Lim and Zhi{-}Hua Zhou and Tu Bao Ho and David Wai{-}Lok Cheung and Hiroshi Motoda}, title = {Coupling Multiple Views of Relations for Recommendation}, booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9078}, pages = {732--743}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18032-8\_57}, doi = {10.1007/978-3-319-18032-8\_57}, timestamp = {Thu, 16 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/FuXCWW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/ZhouCZCHW15, author = {Xiangmin Zhou and Lei Chen and Yanchun Zhang and Longbing Cao and Guangyan Huang and Chen Wang}, editor = {Timos K. Sellis and Susan B. Davidson and Zachary G. Ives}, title = {Online Video Recommendation in Sharing Community}, booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015}, pages = {1645--1656}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2723372.2749444}, doi = {10.1145/2723372.2749444}, timestamp = {Thu, 26 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigmod/ZhouCZCHW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2014, editor = {Longbing Cao and Yifeng Zeng and Bo An and Andreas L. Symeonidis and Vladimir Gorodetsky and Frans Coenen and Philip S. Yu}, title = {Agents and Data Mining Interaction - 10th International Workshop, {ADMI} 2014, Paris, France, May 5-9, 2014, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9145}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-20230-3}, doi = {10.1007/978-3-319-20230-3}, isbn = {978-3-319-20229-7}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/admi/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kdd/2015, editor = {Longbing Cao and Chengqi Zhang and Thorsten Joachims and Geoffrey I. Webb and Dragos D. Margineantu and Graham Williams}, title = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2783258}, isbn = {978-1-4503-3664-2}, timestamp = {Mon, 10 Aug 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/2015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiXC15, author = {Fangfang Li and Guandong Xu and Longbing Cao}, title = {{CSAL:} Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data}, journal = {CoRR}, volume = {abs/1502.05111}, year = {2015}, url = {http://arxiv.org/abs/1502.05111}, eprinttype = {arXiv}, eprint = {1502.05111}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiXC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiZFXC15, author = {Fangfang Li and Yanchang Zhao and Klaus Felsche and Guandong Xu and Longbing Cao}, title = {Coupling Analysis Between Twitter and Call Centre}, journal = {CoRR}, volume = {abs/1509.02238}, year = {2015}, url = {http://arxiv.org/abs/1509.02238}, eprinttype = {arXiv}, eprint = {1509.02238}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiZFXC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/XiaoLHC14, author = {Yanshan Xiao and Bo Liu and Zhifeng Hao and Longbing Cao}, title = {A K-Farthest-Neighbor-based approach for support vector data description}, journal = {Appl. Intell.}, volume = {41}, number = {1}, pages = {196--211}, year = {2014}, url = {https://doi.org/10.1007/s10489-013-0502-0}, doi = {10.1007/S10489-013-0502-0}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/XiaoLHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/YangGCYS14, author = {Wanqi Yang and Yang Gao and Longbing Cao and Ming Yang and Yinghuan Shi}, title = {mPadal: a joint local-and-global multi-view feature selection method for activity recognition}, journal = {Appl. Intell.}, volume = {41}, number = {3}, pages = {776--790}, year = {2014}, url = {https://doi.org/10.1007/s10489-014-0566-5}, doi = {10.1007/S10489-014-0566-5}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/YangGCYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/ZhuC0L14, author = {Lin Zhu and Longbing Cao and Jie Yang and Jingsheng Lei}, title = {Evolving soft subspace clustering}, journal = {Appl. Soft Comput.}, volume = {14}, pages = {210--228}, year = {2014}, url = {https://doi.org/10.1016/j.asoc.2013.03.002}, doi = {10.1016/J.ASOC.2013.03.002}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/ZhuC0L14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cj/Cao14, author = {Longbing Cao}, title = {Non-IIDness Learning in Behavioral and Social Data}, journal = {Comput. J.}, volume = {57}, number = {9}, pages = {1358--1370}, year = {2014}, url = {https://doi.org/10.1093/comjnl/bxt084}, doi = {10.1093/COMJNL/BXT084}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cj/Cao14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14, author = {Longbing Cao and Thorsten Joachims and Can Wang and {\'{E}}ric Gaussier and Jinjiu Li and Yuming Ou and Dan Luo and Reza Zafarani and Huan Liu and Guandong Xu and Zhiang Wu and Gabriella Pasi and Ya Zhang and Xiaokang Yang and Hongyuan Zha and Edoardo Serra and V. S. Subrahmanian}, title = {Behavior Informatics: {A} New Perspective}, journal = {{IEEE} Intell. Syst.}, volume = {29}, number = {4}, pages = {62--80}, year = {2014}, url = {https://doi.org/10.1109/MIS.2014.60}, doi = {10.1109/MIS.2014.60}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/CaoJWGLOLZLXWPZYZSS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/TuC0K14, author = {Enmei Tu and Longbing Cao and Jie Yang and Nikola K. Kasabov}, title = {A novel graph-based k-means for nonlinear manifold clustering and representative selection}, journal = {Neurocomputing}, volume = {143}, pages = {109--122}, year = {2014}, url = {https://doi.org/10.1016/j.neucom.2014.05.067}, doi = {10.1016/J.NEUCOM.2014.05.067}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/TuC0K14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/LiuXYHC14, author = {Bo Liu and Yanshan Xiao and Philip S. Yu and Zhifeng Hao and Longbing Cao}, title = {An efficient orientation distance-based discriminative feature extraction method for multi-classification}, journal = {Knowl. Inf. Syst.}, volume = {39}, number = {2}, pages = {409--433}, year = {2014}, url = {https://doi.org/10.1007/s10115-013-0613-2}, doi = {10.1007/S10115-013-0613-2}, timestamp = {Tue, 06 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/LiuXYHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ma/WangTCM14, author = {Cheng Wang and Tiejun Tong and Longbing Cao and Baiqi Miao}, title = {Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices}, journal = {J. Multivar. Anal.}, volume = {125}, pages = {222--232}, year = {2014}, url = {https://doi.org/10.1016/j.jmva.2013.12.012}, doi = {10.1016/J.JMVA.2013.12.012}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ma/WangTCM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/YueMCWC14, author = {Xiaodong Yue and Duoqian Miao and Longbing Cao and Qiang Wu and Yufei Chen}, title = {An efficient color quantization based on generic roughness measure}, journal = {Pattern Recognit.}, volume = {47}, number = {4}, pages = {1777--1789}, year = {2014}, url = {https://doi.org/10.1016/j.patcog.2013.11.017}, doi = {10.1016/J.PATCOG.2013.11.017}, timestamp = {Fri, 09 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/YueMCWC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/FuWXC14, author = {Bin Fu and Zhihai Wang and Guandong Xu and Longbing Cao}, title = {Multi-label learning based on iterative label propagation over graph}, journal = {Pattern Recognit. Lett.}, volume = {42}, pages = {85--90}, year = {2014}, url = {https://doi.org/10.1016/j.patrec.2014.01.001}, doi = {10.1016/J.PATREC.2014.01.001}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/FuWXC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcci/LiLOZLBC14, author = {Mu Li and Jinjiu Li and Yuming Ou and Ya Zhang and Dan Luo and Maninder Bahtia and Longbing Cao}, title = {Coupled K-Nearest Centroid Classification for Non-iid Data}, journal = {Trans. Comput. Collect. Intell.}, volume = {15}, pages = {89--100}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44750-5\_5}, doi = {10.1007/978-3-662-44750-5\_5}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcci/LiLOZLBC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcsv/LiuYGC14, author = {Hui{-}Dong Liu and Ming Yang and Yang Gao and Longbing Cao}, title = {Fast Local Histogram Specification}, journal = {{IEEE} Trans. Circuits Syst. Video Technol.}, volume = {24}, number = {11}, pages = {1833--1843}, year = {2014}, url = {https://doi.org/10.1109/TCSVT.2014.2329373}, doi = {10.1109/TCSVT.2014.2329373}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcsv/LiuYGC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/XiaoLHC14, author = {Yanshan Xiao and Bo Liu and Zhifeng Hao and Longbing Cao}, title = {A Similarity-Based Classification Framework for Multiple-Instance Learning}, journal = {{IEEE} Trans. Cybern.}, volume = {44}, number = {4}, pages = {500--515}, year = {2014}, url = {https://doi.org/10.1109/TCYB.2013.2257749}, doi = {10.1109/TCYB.2013.2257749}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/XiaoLHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiuXYCZH14, author = {Bo Liu and Yanshan Xiao and Philip S. Yu and Longbing Cao and Yun Zhang and Zhifeng Hao}, title = {Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {26}, number = {2}, pages = {468--484}, year = {2014}, url = {https://doi.org/10.1109/TKDE.2012.235}, doi = {10.1109/TKDE.2012.235}, timestamp = {Sat, 25 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LiuXYCZH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiuXYHC14, author = {Bo Liu and Yanshan Xiao and Philip S. Yu and Zhifeng Hao and Longbing Cao}, title = {An Efficient Approach for Outlier Detection with Imperfect Data Labels}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {26}, number = {7}, pages = {1602--1616}, year = {2014}, url = {https://doi.org/10.1109/TKDE.2013.108}, doi = {10.1109/TKDE.2013.108}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/LiuXYHC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/XuZC14, author = {Zhe Xu and Ya Zhang and Longbing Cao}, title = {Social Image Analysis From a Non-IID Perspective}, journal = {{IEEE} Trans. Multim.}, volume = {16}, number = {7}, pages = {1986--1998}, year = {2014}, url = {https://doi.org/10.1109/TMM.2014.2342658}, doi = {10.1109/TMM.2014.2342658}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/XuZC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/DengCCW14, author = {Zhaohong Deng and Kup{-}Sze Choi and Longbing Cao and Shitong Wang}, title = {{T2FELA:} Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 {TSK} Fuzzy Logic System}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {4}, pages = {664--676}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2013.2280171}, doi = {10.1109/TNNLS.2013.2280171}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/DengCCW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HuCXCGC14, author = {Liang Hu and Jian Cao and Guandong Xu and Longbing Cao and Zhiping Gu and Wei Cao}, editor = {Carla E. Brodley and Peter Stone}, title = {Deep Modeling of Group Preferences for Group-Based Recommendation}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1861--1867}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.9007}, doi = {10.1609/AAAI.V28I1.9007}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HuCXCGC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/LiLOC14, author = {Mu Li and Jinjiu Li and Yuming Ou and Longbing Cao}, editor = {Longbing Cao and Yifeng Zeng and Bo An and Andreas L. Symeonidis and Vladimir Gorodetsky and Frans Coenen and Philip S. Yu}, title = {A Coupled Similarity Kernel for Pairwise Support Vector Machine}, booktitle = {Agents and Data Mining Interaction - 10th International Workshop, {ADMI} 2014, Paris, France, May 5-9, 2014, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9145}, pages = {114--123}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-20230-3\_10}, doi = {10.1007/978-3-319-20230-3\_10}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/LiLOC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/MengCS14, author = {Xiangfu Meng and Longbing Cao and Jingyu Shao}, editor = {Jianzhong Li and Xiaoyang Sean Wang and Minos N. Garofalakis and Ian Soboroff and Torsten Suel and Min Wang}, title = {Semantic Approximate Keyword Query Based on Keyword and Query Coupling Relationship Analysis}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, pages = {529--538}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2661829.2661867}, doi = {10.1145/2661829.2661867}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/MengCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014, author = {Philip S. Yu and Masaru Kitsuregawa and Hiroshi Motoda and Bart Goethals and Minyi Guo and Longbing Cao and George Karypis and Irwin King and Wei Wang}, title = {Welcome from {DSAA} 2014 chairs}, booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA} 2014, Shanghai, China, October 30 - November 1, 2014}, pages = {9--10}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/DSAA.2014.7058034}, doi = {10.1109/DSAA.2014.7058034}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/DengJCW14, author = {Zhaohong Deng and Yizhang Jiang and Longbing Cao and Shitong Wang}, title = {Knowledge-leverage based {TSK} fuzzy system with improved knowledge transfer}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014, Beijing, China, July 6-11, 2014}, pages = {178--185}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891544}, doi = {10.1109/FUZZ-IEEE.2014.6891544}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/DengJCW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/HuCCXCG14, author = {Liang Hu and Wei Cao and Jian Cao and Guandong Xu and Longbing Cao and Zhiping Gu}, editor = {Ravi Kumar and Hannu Toivonen and Jian Pei and Joshua Zhexue Huang and Xindong Wu}, title = {Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages}, booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014, Shenzhen, China, December 14-17, 2014}, pages = {851--856}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICDM.2014.84}, doi = {10.1109/ICDM.2014.84}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/HuCCXCG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LiuCY14, author = {Chunming Liu and Longbing Cao and Philip S. Yu}, title = {Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data}, booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014, Beijing, China, July 6-11, 2014}, pages = {1122--1129}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/IJCNN.2014.6889773}, doi = {10.1109/IJCNN.2014.6889773}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LiuCY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LiuCY14a, author = {Chunming Liu and Longbing Cao and Philip S. Yu}, title = {A hybrid coupled k-nearest neighbor algorithm on imbalance data}, booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014, Beijing, China, July 6-11, 2014}, pages = {2011--2018}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/IJCNN.2014.6889798}, doi = {10.1109/IJCNN.2014.6889798}, timestamp = {Sun, 04 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LiuCY14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiYLC14, author = {Wei Wei and Junfu Yin and Jinyan Li and Longbing Cao}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {776--784}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.89}, doi = {10.1137/1.9781611973440.89}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiYLC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wise/LiXC14, author = {Fangfang Li and Guandong Xu and Longbing Cao}, editor = {Boualem Benatallah and Azer Bestavros and Yannis Manolopoulos and Athena Vakali and Yanchun Zhang}, title = {Coupled Item-Based Matrix Factorization}, booktitle = {Web Information Systems Engineering - {WISE} 2014 - 15th International Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8786}, pages = {1--14}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11749-2\_1}, doi = {10.1007/978-3-319-11749-2\_1}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wise/LiXC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2013, editor = {Longbing Cao and Yifeng Zeng and Andreas L. Symeonidis and Vladimir Gorodetsky and J{\"{o}}rg P. M{\"{u}}ller and Philip S. Yu}, title = {Agents and Data Mining Interaction - 9th International Workshop, {ADMI} 2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8316}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-642-55192-5}, doi = {10.1007/978-3-642-55192-5}, isbn = {978-3-642-55191-8}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/admi/2013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiXCFN14, author = {Fangfang Li and Guandong Xu and Longbing Cao and Xiaozhong Fan and Zhendong Niu}, title = {{CMF:} Coupled Matrix Factorization for Recommender Systems}, journal = {CoRR}, volume = {abs/1404.7467}, year = {2014}, url = {http://arxiv.org/abs/1404.7467}, eprinttype = {arXiv}, eprint = {1404.7467}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiXCFN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiXC14, author = {Fangfang Li and Guandong Xu and Longbing Cao}, title = {Coupled Item-based Matrix Factorization}, journal = {CoRR}, volume = {abs/1405.6223}, year = {2014}, url = {http://arxiv.org/abs/1405.6223}, eprinttype = {arXiv}, eprint = {1405.6223}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiXC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/WangCM13, author = {Cheng Wang and Longbing Cao and Baiqi Miao}, title = {Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data}, journal = {Comput. Stat. Data Anal.}, volume = {66}, pages = {140--149}, year = {2013}, url = {https://doi.org/10.1016/j.csda.2013.04.003}, doi = {10.1016/J.CSDA.2013.04.003}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csda/WangCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/YangGC13, author = {Wanqi Yang and Yang Gao and Longbing Cao}, title = {{TRASMIL:} {A} local anomaly detection framework based on trajectory segmentation and multi-instance learning}, journal = {Comput. Vis. Image Underst.}, volume = {117}, number = {10}, pages = {1273--1286}, year = {2013}, url = {https://doi.org/10.1016/j.cviu.2012.08.010}, doi = {10.1016/J.CVIU.2012.08.010}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/YangGC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fodm/ZhouCY13, author = {Jian Zhou and Longbing Cao and Nan Yang}, title = {On the convergence of some possibilistic clustering algorithms}, journal = {Fuzzy Optim. Decis. Mak.}, volume = {12}, number = {4}, pages = {415--432}, year = {2013}, url = {https://doi.org/10.1007/s10700-013-9159-8}, doi = {10.1007/S10700-013-9159-8}, timestamp = {Fri, 24 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fodm/ZhouCY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijsnet/YuNCH13, author = {Dong Yu and Priyadarsi Nanda and Longbing Cao and Xiangjian He}, title = {{TCTM:} an evaluation framework for architecture design on wireless sensor networks}, journal = {Int. J. Sens. Networks}, volume = {14}, number = {3}, pages = {168--177}, year = {2013}, url = {https://doi.org/10.1504/IJSNET.2013.057517}, doi = {10.1504/IJSNET.2013.057517}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijsnet/YuNCH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/LiuXCHD13, author = {Bo Liu and Yanshan Xiao and Longbing Cao and Zhifeng Hao and Feiqi Deng}, title = {SVDD-based outlier detection on uncertain data}, journal = {Knowl. Inf. Syst.}, volume = {34}, number = {3}, pages = {597--618}, year = {2013}, url = {https://doi.org/10.1007/s10115-012-0484-y}, doi = {10.1007/S10115-012-0484-Y}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/LiuXCHD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/CaoYMW13, author = {Longbing Cao and Philip S. Yu and Hiroshi Motoda and Graham Williams}, title = {Special issue on behavior computing}, journal = {Knowl. Inf. Syst.}, volume = {37}, number = {2}, pages = {245--249}, year = {2013}, url = {https://doi.org/10.1007/s10115-013-0668-0}, doi = {10.1007/S10115-013-0668-0}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/CaoYMW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ma/WangYMC13, author = {Cheng Wang and Jing Yang and Baiqi Miao and Longbing Cao}, title = {Identity tests for high dimensional data using {RMT}}, journal = {J. Multivar. Anal.}, volume = {118}, pages = {128--137}, year = {2013}, url = {https://doi.org/10.1016/j.jmva.2013.03.015}, doi = {10.1016/J.JMVA.2013.03.015}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ma/WangYMC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnsm/JiangDCF13, author = {Frank Jiang and Daoyi Dong and Longbing Cao and Michael R. Frater}, title = {Agent-Based Self-Adaptable Context-Aware Network Vulnerability Assessment}, journal = {{IEEE} Trans. Netw. Serv. Manag.}, volume = {10}, number = {3}, pages = {255--270}, year = {2013}, url = {https://doi.org/10.1109/TNSM.2013.090313.120388}, doi = {10.1109/TNSM.2013.090313.120388}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnsm/JiangDCF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/widm/Cao13, author = {Longbing Cao}, title = {Combined mining: Analyzing object and pattern relations for discovering and constructing complex yet actionable patterns}, journal = {WIREs Data Mining Knowl. Discov.}, volume = {3}, number = {2}, pages = {140--155}, year = {2013}, url = {https://doi.org/10.1002/widm.1080}, doi = {10.1002/WIDM.1080}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/widm/Cao13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/WeiLCOC13, author = {Wei Wei and Jinjiu Li and Longbing Cao and Yuming Ou and Jiahang Chen}, title = {Effective detection of sophisticated online banking fraud on extremely imbalanced data}, journal = {World Wide Web}, volume = {16}, number = {4}, pages = {449--475}, year = {2013}, url = {https://doi.org/10.1007/s11280-012-0178-0}, doi = {10.1007/S11280-012-0178-0}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/www/WeiLCOC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/LiLOZLBC13, author = {Mu Li and Jinjiu Li and Yuming Ou and Ya Zhang and Dan Luo and Maninder Bahtia and Longbing Cao}, editor = {Longbing Cao and Yifeng Zeng and Andreas L. Symeonidis and Vladimir Gorodetsky and J{\"{o}}rg P. M{\"{u}}ller and Philip S. Yu}, title = {Learning Heterogeneous Coupling Relationships Between Non-IID Terms}, booktitle = {Agents and Data Mining Interaction - 9th International Workshop, {ADMI} 2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8316}, pages = {79--91}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-55192-5\_7}, doi = {10.1007/978-3-642-55192-5\_7}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/admi/LiLOZLBC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmei/LiZYC13, author = {Wei Li and Dazhe Zhao and Jinzhu Yang and Longbing Cao}, editor = {Jean X. Gao and Dongrong Xu and Xiaoyan Sun and Yingfei Wu}, title = {An approach of hierarchical concept clustering on Medical Short Text corpus}, booktitle = {6th International Conference on Biomedical Engineering and Informatics, {BMEI} 2013, Hangzhou, China, December 16-18, 2013}, pages = {509--518}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/BMEI.2013.6746995}, doi = {10.1109/BMEI.2013.6746995}, timestamp = {Wed, 12 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmei/LiZYC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/WangCCM13, author = {Xing Wang and Ji Chen and Longbing Cao and Xiangfu Meng}, title = {The Foundation of Fuzzy Rule Interchange in the Semantic Web}, booktitle = {2013 {IEEE/WIC/ACM} International Conferences on Web Intelligence and Intelligent Agent Technology, Atlanta, Georgia, USA, 17-20 November 2013, Workshop Proceedings}, pages = {280--281}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/WI-IAT.2013.197}, doi = {10.1109/WI-IAT.2013.197}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/WangCCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/WangSC13, author = {Can Wang and Zhong She and Longbing Cao}, editor = {Christian S. Jensen and Christopher M. Jermaine and Xiaofang Zhou}, title = {Coupled clustering ensemble: Incorporating coupling relationships both between base clusterings and objects}, booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013, Brisbane, Australia, April 8-12, 2013}, pages = {374--385}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDE.2013.6544840}, doi = {10.1109/ICDE.2013.6544840}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/WangSC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/FuXWC13, author = {Bin Fu and Guandong Xu and Zhihai Wang and Longbing Cao}, editor = {Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Leveraging Supervised Label Dependency Propagation for Multi-label Learning}, booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}, pages = {1061--1066}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDM.2013.143}, doi = {10.1109/ICDM.2013.143}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/FuXWC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/YinZCSW13, author = {Junfu Yin and Zhigang Zheng and Longbing Cao and Yin Song and Wei Wei}, editor = {Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Efficiently Mining Top-K High Utility Sequential Patterns}, booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}, pages = {1259--1264}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDM.2013.148}, doi = {10.1109/ICDM.2013.148}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/YinZCSW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangSC13, author = {Can Wang and Zhong She and Longbing Cao}, editor = {Francesca Rossi}, title = {Coupled Attribute Analysis on Numerical Data}, booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}, pages = {1736--1742}, publisher = {{IJCAI/AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6868}, timestamp = {Tue, 23 Jan 2024 13:25:46 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WangSC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HuCXWGC13, author = {Liang Hu and Jian Cao and Guandong Xu and Jie Wang and Zhiping Gu and Longbing Cao}, editor = {Francesca Rossi}, title = {Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis}, booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}, pages = {2626--2632}, publisher = {{IJCAI/AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6726}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/HuCXWGC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/CaoCS13, author = {Wei Cao and Longbing Cao and Yin Song}, title = {Coupled market behavior based financial crisis detection}, booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN} 2013, Dallas, TX, USA, August 4-9, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IJCNN.2013.6706966}, doi = {10.1109/IJCNN.2013.6706966}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/CaoCS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ChengMWC13, author = {Xin Cheng and Duoqian Miao and Can Wang and Longbing Cao}, title = {Coupled term-term relation analysis for document clustering}, booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN} 2013, Dallas, TX, USA, August 4-9, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IJCNN.2013.6706853}, doi = {10.1109/IJCNN.2013.6706853}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ChengMWC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LiCZCY13, author = {Wei Li and Longbing Cao and Dazhe Zhao and Xia Cui and Jinzhu Yang}, title = {{CRNN:} Integrating classification rules into neural network}, booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN} 2013, Dallas, TX, USA, August 4-9, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IJCNN.2013.6707015}, doi = {10.1109/IJCNN.2013.6707015}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LiCZCY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SongCYW13, author = {Yin Song and Longbing Cao and Junfu Yin and Cheng Wang}, title = {Extracting discriminative features for identifying abnormal sequences in one-class mode}, booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN} 2013, Dallas, TX, USA, August 4-9, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/IJCNN.2013.6706837}, doi = {10.1109/IJCNN.2013.6706837}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/SongCYW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/FarihaALAC13, author = {Anna Fariha and Chowdhury Farhan Ahmed and Carson Kai{-}Sang Leung and S. M. Abdullah and Longbing Cao}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs}, booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7818}, pages = {38--49}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37453-1\_4}, doi = {10.1007/978-3-642-37453-1\_4}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/FarihaALAC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YuWGCC13, author = {Yonghong Yu and Can Wang and Yang Gao and Longbing Cao and Xixi Chen}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {A Coupled Clustering Approach for Items Recommendation}, booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7819}, pages = {365--376}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37456-2\_31}, doi = {10.1007/978-3-642-37456-2\_31}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YuWGCC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/WeiLCSLL13, author = {Wei Wei and Jinyan Li and Longbing Cao and Jingguang Sun and Chunming Liu and Mu Li}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Optimal Allocation of High Dimensional Assets through Canonical Vines}, booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7818}, pages = {366--377}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37453-1\_30}, doi = {10.1007/978-3-642-37453-1\_30}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/WeiLCSLL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YuWGCC13a, author = {Yonghong Yu and Can Wang and Yang Gao and Longbing Cao and Qianqian Chen}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Erratum: {A} Coupled Clustering Approach for Items Recommendation}, booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7819}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37456-2\_49}, doi = {10.1007/978-3-642-37456-2\_49}, timestamp = {Wed, 04 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YuWGCC13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SongZCS13, author = {Yin Song and Jian Zhang and Longbing Cao and Morgan Sangeux}, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait Analysis}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8190}, pages = {563--578}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40994-3\_36}, doi = {10.1007/978-3-642-40994-3\_36}, timestamp = {Tue, 21 Mar 2023 21:00:11 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/SongZCS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaoLWY13, author = {Longbing Cao and Jinjiu Li and Can Wang and Philip S. Yu}, title = {Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {216--224}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.24}, doi = {10.1137/1.9781611972832.24}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CaoLWY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/CaoHLXY13, author = {Longbing Cao and Zhifeng Hao and Bo Liu and Yanshan Xiao and Philip S. Yu}, title = {Robust Textual Data Streams Mining Based on Continuous Transfer Learning}, booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining, May 2-4, 2013. Austin, Texas, {USA}}, pages = {731--739}, publisher = {{SIAM}}, year = {2013}, url = {https://doi.org/10.1137/1.9781611972832.81}, doi = {10.1137/1.9781611972832.81}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/CaoHLXY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wise/LiXCFN13, author = {Fangfang Li and Guandong Xu and Longbing Cao and Xiaozhong Fan and Zhendong Niu}, editor = {Xuemin Lin and Yannis Manolopoulos and Divesh Srivastava and Guangyan Huang}, title = {{CGMF:} Coupled Group-Based Matrix Factorization for Recommender System}, booktitle = {Web Information Systems Engineering - {WISE} 2013 - 14th International Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8180}, pages = {189--198}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-41230-1\_16}, doi = {10.1007/978-3-642-41230-1\_16}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wise/LiXCFN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HuCXCGZ13, author = {Liang Hu and Jian Cao and Guandong Xu and Longbing Cao and Zhiping Gu and Can Zhu}, editor = {Daniel Schwabe and Virg{\'{\i}}lio A. F. Almeida and Hartmut Glaser and Ricardo Baeza{-}Yates and Sue B. Moon}, title = {Personalized recommendation via cross-domain triadic factorization}, booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro, Brazil, May 13-17, 2013}, pages = {595--606}, publisher = {International World Wide Web Conferences Steering Committee / {ACM}}, year = {2013}, url = {https://doi.org/10.1145/2488388.2488441}, doi = {10.1145/2488388.2488441}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/HuCXCGZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/adma/2013-1, editor = {Hiroshi Motoda and Zhaohui Wu and Longbing Cao and Osmar R. Za{\"{\i}}ane and Min Yao and Wei Wang}, title = {Advanced Data Mining and Applications, 9th International Conference, {ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8346}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-53914-5}, doi = {10.1007/978-3-642-53914-5}, isbn = {978-3-642-53913-8}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adma/2013-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/adma/2013-2, editor = {Hiroshi Motoda and Zhaohui Wu and Longbing Cao and Osmar R. Za{\"{\i}}ane and Min Yao and Wei Wang}, title = {Advanced Data Mining and Applications - 9th International Conference, {ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8347}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-53917-6}, doi = {10.1007/978-3-642-53917-6}, isbn = {978-3-642-53916-9}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adma/2013-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2012, editor = {Longbing Cao and Yifeng Zeng and Andreas L. Symeonidis and Vladimir Gorodetsky and Philip S. Yu and Munindar P. Singh}, title = {Agents and Data Mining Interaction - 8th International Workshop, {ADMI} 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7607}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-36288-0}, doi = {10.1007/978-3-642-36288-0}, isbn = {978-3-642-36287-3}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/2012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2013-1, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7818}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37453-1}, doi = {10.1007/978-3-642-37453-1}, isbn = {978-3-642-37452-4}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2013-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2013-2, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7819}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37456-2}, doi = {10.1007/978-3-642-37456-2}, isbn = {978-3-642-37455-5}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2013-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2013-w, editor = {Jiuyong Li and Longbing Cao and Can Wang and Kay Chen Tan and Bo Liu and Jian Pei and Vincent S. Tseng}, title = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7867}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40319-4}, doi = {10.1007/978-3-642-40319-4}, isbn = {978-3-642-40318-7}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2013-w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2013bsi, editor = {Longbing Cao and Hiroshi Motoda and Jaideep Srivastava and Ee{-}Peng Lim and Irwin King and Philip S. Yu and Wolfgang Nejdl and Guandong Xu and Gang Li and Ya Zhang}, title = {Behavior and Social Computing, International Workshop on Behavior and Social Informatics, {BSI} 2013, Gold Coast, QLD, Australia, April 14-17, 2013 and International Workshop on Behavior and Social Informatics and Computing, {BSIC} 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8178}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-04048-6}, doi = {10.1007/978-3-319-04048-6}, isbn = {978-3-319-04047-9}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2013bsi.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-5734, author = {Yin Song and Longbing Cao and Xuhui Fan and Wei Cao and Jian Zhang}, title = {Characterizing {A} Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models}, journal = {CoRR}, volume = {abs/1305.5734}, year = {2013}, url = {http://arxiv.org/abs/1305.5734}, eprinttype = {arXiv}, eprint = {1305.5734}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-5734.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanCX13, author = {Xuhui Fan and Longbing Cao and Richard Yi Da Xu}, title = {Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations}, journal = {CoRR}, volume = {abs/1306.2733}, year = {2013}, url = {http://arxiv.org/abs/1306.2733}, eprinttype = {arXiv}, eprint = {1306.2733}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanCX13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanCX13a, author = {Xuhui Fan and Longbing Cao and Richard Yi Da Xu}, title = {Dynamic Infinite Mixed-Membership Stochastic Blockmodel}, journal = {CoRR}, volume = {abs/1306.2999}, year = {2013}, url = {http://arxiv.org/abs/1306.2999}, eprinttype = {arXiv}, eprint = {1306.2999}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanCX13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanC13, author = {Xuhui Fan and Longbing Cao}, title = {A Convergence Theorem for the Graph Shift-type Algorithms}, journal = {CoRR}, volume = {abs/1306.3002}, year = {2013}, url = {http://arxiv.org/abs/1306.3002}, eprinttype = {arXiv}, eprint = {1306.3002}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanZC13, author = {Xuhui Fan and Yiling Zeng and Longbing Cao}, title = {Non-parametric Power-law Data Clustering}, journal = {CoRR}, volume = {abs/1306.3003}, year = {2013}, url = {http://arxiv.org/abs/1306.3003}, eprinttype = {arXiv}, eprint = {1306.3003}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanZC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanXCS13, author = {Xuhui Fan and Richard Yi Da Xu and Longbing Cao and Yin Song}, title = {Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in {A} Network}, journal = {CoRR}, volume = {abs/1310.1545}, year = {2013}, url = {http://arxiv.org/abs/1310.1545}, eprinttype = {arXiv}, eprint = {1310.1545}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanXCS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0029973, author = {Longbing Cao and Philip S. Yu}, title = {Behavior Computing - Modeling, Analysis, Mining and Decision}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-1-4471-2969-1}, doi = {10.1007/978-1-4471-2969-1}, isbn = {978-1-4471-2968-4}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/daglib/0029973.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/CaoWY12, author = {Longbing Cao and Gerhard Weiss and Philip S. Yu}, title = {A brief introduction to agent mining}, journal = {Auton. Agents Multi Agent Syst.}, volume = {25}, number = {3}, pages = {419--424}, year = {2012}, url = {https://doi.org/10.1007/s10458-011-9191-4}, doi = {10.1007/S10458-011-9191-4}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aamas/CaoWY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbra/LiHCWL12, author = {Zhenhua Li and Ying He and Longbing Cao and Limsoon Wong and Jinyan Li}, title = {Conservation of water molecules in protein binding interfaces}, journal = {Int. J. Bioinform. Res. Appl.}, volume = {8}, number = {3/4}, pages = {228--244}, year = {2012}, url = {https://doi.org/10.1504/IJBRA.2012.048968}, doi = {10.1504/IJBRA.2012.048968}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbra/LiHCWL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12, author = {Gabor Melli and Xindong Wu and Paul Beinat and Francesco Bonchi and Longbing Cao and Rong Duan and Christos Faloutsos and Rayid Ghani and Brendan Kitts and Bart Goethals and Geoffrey J. McLachlan and Jian Pei and Ashok Srivastava and Osmar R. Za{\"{\i}}ane}, title = {Top-10 Data Mining Case Studies}, journal = {Int. J. Inf. Technol. Decis. Mak.}, volume = {11}, number = {2}, pages = {389--400}, year = {2012}, url = {https://doi.org/10.1142/S021962201240007X}, doi = {10.1142/S021962201240007X}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/CaoOY12, author = {Longbing Cao and Yuming Ou and Philip S. Yu}, title = {Coupled Behavior Analysis with Applications}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {24}, number = {8}, pages = {1378--1392}, year = {2012}, url = {https://doi.org/10.1109/TKDE.2011.129}, doi = {10.1109/TKDE.2011.129}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/CaoOY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/Cao12, author = {Longbing Cao}, title = {Social Security and Social Welfare Data Mining: An Overview}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}}, volume = {42}, number = {6}, pages = {837--853}, year = {2012}, url = {https://doi.org/10.1109/TSMCC.2011.2177258}, doi = {10.1109/TSMCC.2011.2177258}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/Cao12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/widm/Cao12, author = {Longbing Cao}, title = {Actionable knowledge discovery and delivery}, journal = {WIREs Data Mining Knowl. Discov.}, volume = {2}, number = {2}, pages = {149--163}, year = {2012}, url = {https://doi.org/10.1002/widm.1044}, doi = {10.1002/WIDM.1044}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/widm/Cao12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FanC12, author = {Xuhui Fan and Longbing Cao}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {A Theoretical Framework of the Graph Shift Algorithm}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {2419--2420}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8410}, doi = {10.1609/AAAI.V26I1.8410}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/FanC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SheWC12, author = {Zhong She and Can Wang and Longbing Cao}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {{CCE:} {A} Coupled Framework of Clustering Ensembles}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {2455--2456}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8411}, doi = {10.1609/AAAI.V26I1.8411}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SheWC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/CaoWC12, author = {Wei Cao and Cheng Wang and Longbing Cao}, editor = {Longbing Cao and Yifeng Zeng and Andreas L. Symeonidis and Vladimir Gorodetsky and Philip S. Yu and Munindar P. Singh}, title = {Trading Strategy Based Portfolio Selection for Actionable Trading Agents}, booktitle = {Agents and Data Mining Interaction - 8th International Workshop, {ADMI} 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7607}, pages = {191--202}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-36288-0\_17}, doi = {10.1007/978-3-642-36288-0\_17}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/CaoWC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/JiangTHC12, author = {Yunzhi Jiang and Pohsiang Tsai and Zhifeng Hao and Longbing Cao}, title = {A novel auto-parameters selection process for image segmentation}, booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC} 2012, Brisbane, Australia, June 10-15, 2012}, pages = {1--7}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CEC.2012.6252871}, doi = {10.1109/CEC.2012.6252871}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/cec/JiangTHC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/ZhuCY12, author = {Lin Zhu and Longbing Cao and Jie Yang}, title = {Multiobjective evolutionary algorithm-based soft subspace clustering}, booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC} 2012, Brisbane, Australia, June 10-15, 2012}, pages = {1--8}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CEC.2012.6252896}, doi = {10.1109/CEC.2012.6252896}, timestamp = {Thu, 01 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cec/ZhuCY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/FanZCCO12, author = {Xuhui Fan and Lin Zhu and Longbing Cao and Xia Cui and Yew{-}Soon Ong}, editor = {Xue{-}wen Chen and Guy Lebanon and Haixun Wang and Mohammed J. Zaki}, title = {Maximum margin clustering on evolutionary data}, booktitle = {21st {ACM} International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}, pages = {625--634}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2396761.2396842}, doi = {10.1145/2396761.2396842}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/FanZCCO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WeiFLC12, author = {Wei Wei and Xuhui Fan and Jinyan Li and Longbing Cao}, editor = {Xue{-}wen Chen and Guy Lebanon and Haixun Wang and Mohammed J. Zaki}, title = {Model the complex dependence structures of financial variables by using canonical vine}, booktitle = {21st {ACM} International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}, pages = {1382--1391}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2396761.2398443}, doi = {10.1145/2396761.2398443}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/WeiFLC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SongC12, author = {Yin Song and Longbing Cao}, title = {Graph-based coupled behavior analysis: {A} case study on detecting collaborative manipulations in stock markets}, booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012}, pages = {1--8}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IJCNN.2012.6252762}, doi = {10.1109/IJCNN.2012.6252762}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/SongC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YinZC12, author = {Junfu Yin and Zhigang Zheng and Longbing Cao}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {USpan: an efficient algorithm for mining high utility sequential patterns}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {660--668}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339636}, doi = {10.1145/2339530.2339636}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/YinZC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/SongCWWYD12, author = {Yin Song and Longbing Cao and Xindong Wu and Gang Wei and Wu Ye and Wei Ding}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {Coupled behavior analysis for capturing coupling relationships in group-based market manipulations}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {976--984}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339683}, doi = {10.1145/2339530.2339683}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/SongCWWYD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/WangWSC12, author = {Can Wang and Mingchun Wang and Zhong She and Longbing Cao}, editor = {Pang{-}Ning Tan and Sanjay Chawla and Chin Kuan Ho and James Bailey}, title = {{CD:} {A} Coupled Discretization Algorithm}, booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7302}, pages = {407--418}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-30220-6\_34}, doi = {10.1007/978-3-642-30220-6\_34}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/WangWSC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2011, editor = {Longbing Cao and Ana L. C. Bazzan and Andreas L. Symeonidis and Vladimir Gorodetsky and Gerhard Weiss and Philip S. Yu}, title = {Agents and Data Mining Interaction - 7th International Workshop on Agents and Data Mining Interation, {ADMI} 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7103}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-27609-5}, doi = {10.1007/978-3-642-27609-5}, isbn = {978-3-642-27608-8}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/2011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2011-w, editor = {Longbing Cao and Joshua Zhexue Huang and James Bailey and Yun Sing Koh and Jun Luo}, title = {New Frontiers in Applied Data Mining - {PAKDD} 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7104}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-28320-8}, doi = {10.1007/978-3-642-28320-8}, isbn = {978-3-642-28319-2}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2011-w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/YangKCZH11, author = {Tao Yang and Vojislav Kecman and Longbing Cao and Chengqi Zhang and Joshua Zhexue Huang}, title = {Margin-based ensemble classifier for protein fold recognition}, journal = {Expert Syst. Appl.}, volume = {38}, number = {10}, pages = {12348--12355}, year = {2011}, url = {https://doi.org/10.1016/j.eswa.2011.04.014}, doi = {10.1016/J.ESWA.2011.04.014}, timestamp = {Mon, 18 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/YangKCZH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/CaoZZLZ11, author = {Longbing Cao and Huaifeng Zhang and Yanchang Zhao and Dan Luo and Chengqi Zhang}, title = {Combined Mining: Discovering Informative Knowledge in Complex Data}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}}, volume = {41}, number = {3}, pages = {699--712}, year = {2011}, url = {https://doi.org/10.1109/TSMCB.2010.2086060}, doi = {10.1109/TSMCB.2010.2086060}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/CaoZZLZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/MoemengWC11, author = {Chayapol Moemeng and Can Wang and Longbing Cao}, editor = {Longbing Cao and Ana L. C. Bazzan and Andreas L. Symeonidis and Vladimir Gorodetsky and Gerhard Weiss and Philip S. Yu}, title = {Obtaining an Optimal {MAS} Configuration for Agent-Enhanced Mining Using Constraint Optimization}, booktitle = {Agents and Data Mining Interaction - 7th International Workshop on Agents and Data Mining Interation, {ADMI} 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7103}, pages = {46--57}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-27609-5\_5}, doi = {10.1007/978-3-642-27609-5\_5}, timestamp = {Tue, 08 Mar 2022 10:12:50 +0100}, biburl = {https://dblp.org/rec/conf/admi/MoemengWC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/DongZCZZLWO11, author = {Xiangjun Dong and Zhigang Zheng and Longbing Cao and Yanchang Zhao and Chengqi Zhang and Jinjiu Li and Wei Wei and Yuming Ou}, editor = {Craig Macdonald and Iadh Ounis and Ian Ruthven}, title = {e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning}, booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011}, pages = {825--830}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2063576.2063695}, doi = {10.1145/2063576.2063695}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/DongZCZZLWO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WangCWLWO11, author = {Can Wang and Longbing Cao and Mingchun Wang and Jinjiu Li and Wei Wei and Yuming Ou}, editor = {Craig Macdonald and Iadh Ounis and Ian Ruthven}, title = {Coupled nominal similarity in unsupervised learning}, booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011}, pages = {973--978}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2063576.2063715}, doi = {10.1145/2063576.2063715}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/WangCWLWO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/ZhuCY11, author = {Lin Zhu and Longbing Cao and Jie Yang}, title = {Soft subspace clustering with competitive agglomeration}, booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems, Taipei, Taiwan, 27-30 June, 2011, Proceedings}, pages = {691--698}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/FUZZY.2011.6007424}, doi = {10.1109/FUZZY.2011.6007424}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/ZhuCY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XiaoLYCZH11, author = {Yanshan Xiao and Bo Liu and Jie Yin and Longbing Cao and Chengqi Zhang and Zhifeng Hao}, editor = {Toby Walsh}, title = {Similarity-Based Approach for Positive and Unlabeled Learning}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {1577--1582}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-265}, doi = {10.5591/978-1-57735-516-8/IJCAI11-265}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XiaoLYCZH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiuXCY11, author = {Bo Liu and Yanshan Xiao and Longbing Cao and Philip S. Yu}, title = {One-Class-Based Uncertain Data Stream Learning}, booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}}, pages = {992--1003}, publisher = {{SIAM} / Omnipress}, year = {2011}, url = {https://doi.org/10.1137/1.9781611972818.85}, doi = {10.1137/1.9781611972818.85}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/LiuXCY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iat/2011, editor = {Olivier Boissier and Jeffrey Bradshaw and Longbing Cao and Klaus Fischer and Mohand{-}Said Hacid}, title = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la Doua, Lyon, France, August 22-27, 2011}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=6036781}, timestamp = {Fri, 13 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iat/2011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2011-1, editor = {Joshua Zhexue Huang and Longbing Cao and Jaideep Srivastava}, title = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6634}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20841-6}, doi = {10.1007/978-3-642-20841-6}, isbn = {978-3-642-20840-9}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2011-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2011-2, editor = {Joshua Zhexue Huang and Longbing Cao and Jaideep Srivastava}, title = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6635}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20847-8}, doi = {10.1007/978-3-642-20847-8}, isbn = {978-3-642-20846-1}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2011-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijiids/XiaoLLCDH10, author = {Yanshan Xiao and Bo Liu and Dan Luo and Longbing Cao and Feiqi Deng and Zhifeng Hao}, title = {Multi-agent system for customer relationship management with SVMs tool}, journal = {Int. J. Intell. Inf. Database Syst.}, volume = {4}, number = {2}, pages = {121--136}, year = {2010}, url = {https://doi.org/10.1504/IJIIDS.2010.032438}, doi = {10.1504/IJIIDS.2010.032438}, timestamp = {Thu, 16 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijiids/XiaoLLCDH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/Cao10, author = {Longbing Cao}, title = {In-depth behavior understanding and use: The behavior informatics approach}, journal = {Inf. Sci.}, volume = {180}, number = {17}, pages = {3067--3085}, year = {2010}, url = {https://doi.org/10.1016/j.ins.2010.03.025}, doi = {10.1016/J.INS.2010.03.025}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/Cao10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/Cao10, author = {Longbing Cao}, title = {Domain-Driven Data Mining: Challenges and Prospects}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {22}, number = {6}, pages = {755--769}, year = {2010}, url = {https://doi.org/10.1109/TKDE.2010.32}, doi = {10.1109/TKDE.2010.32}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/Cao10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/CaoZZLZP10, author = {Longbing Cao and Yanchang Zhao and Huaifeng Zhang and Dan Luo and Chengqi Zhang and Eun K. Park}, title = {Flexible Frameworks for Actionable Knowledge Discovery}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {22}, number = {9}, pages = {1299--1312}, year = {2010}, url = {https://doi.org/10.1109/TKDE.2009.143}, doi = {10.1109/TKDE.2009.143}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/CaoZZLZP10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/MoemengZC10, author = {Chayapol Moemeng and Xinhua Zhu and Longbing Cao}, editor = {Longbing Cao and Ana L. C. Bazzan and Vladimir Gorodetsky and Pericles A. Mitkas and Gerhard Weiss and Philip S. Yu}, title = {Integrating Workflow into Agent-Based Distributed Data Mining Systems}, booktitle = {Agents and Data Mining Interaction, 6th International Workshop on Agents and Data Mining Interaction, {ADMI} 2010, Toronto, ON, Canada, May 11, 2010, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5980}, pages = {4--15}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15420-1\_2}, doi = {10.1007/978-3-642-15420-1\_2}, timestamp = {Tue, 08 Mar 2022 10:12:50 +0100}, biburl = {https://dblp.org/rec/conf/admi/MoemengZC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiuXCY10, author = {Bo Liu and Yanshan Xiao and Longbing Cao and Philip S. Yu}, editor = {Jimmy X. Huang and Nick Koudas and Gareth J. F. Jones and Xindong Wu and Kevyn Collins{-}Thompson and Aijun An}, title = {Orientation distance-based discriminative feature extraction for multi-class classification}, booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30, 2010}, pages = {909--918}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1871437.1871553}, doi = {10.1145/1871437.1871553}, timestamp = {Wed, 03 Aug 2022 15:48:33 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiuXCY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/XiaoLC10, author = {Yanshan Xiao and Bo Liu and Longbing Cao}, editor = {Jimmy X. Huang and Nick Koudas and Gareth J. F. Jones and Xindong Wu and Kevyn Collins{-}Thompson and Aijun An}, title = {K-farthest-neighbors-based concept boundary determination for support vector data description}, booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30, 2010}, pages = {1701--1704}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1871437.1871708}, doi = {10.1145/1871437.1871708}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/XiaoLC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuYXCY10, author = {Bo Liu and Jie Yin and Yanshan Xiao and Longbing Cao and Philip S. Yu}, editor = {Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Exploiting Local Data Uncertainty to Boost Global Outlier Detection}, booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining, Sydney, Australia, 14-17 December 2010}, pages = {304--313}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDM.2010.10}, doi = {10.1109/ICDM.2010.10}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiuYXCY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XiaoLCYW10, author = {Yanshan Xiao and Bo Liu and Longbing Cao and Jie Yin and Xindong Wu}, editor = {Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {{SMILE:} {A} Similarity-Based Approach for Multiple Instance Learning}, booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining, Sydney, Australia, 14-17 December 2010}, pages = {589--598}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDM.2010.126}, doi = {10.1109/ICDM.2010.126}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XiaoLCYW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhaoBWC10, author = {Yanchang Zhao and Hans Bohlscheid and Shanshan Wu and Longbing Cao}, editor = {Wei Fan and Wynne Hsu and Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Less Effort, More Outcomes: Optimising Debt Recovery with Decision Trees}, booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010}, pages = {655--660}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDMW.2010.114}, doi = {10.1109/ICDMW.2010.114}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhaoBWC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuXCY10, author = {Bo Liu and Yanshan Xiao and Longbing Cao and Philip S. Yu}, editor = {Wei Fan and Wynne Hsu and Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Vote-Based {LELC} for Positive and Unlabeled Textual Data Streams}, booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010}, pages = {951--958}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDMW.2010.201}, doi = {10.1109/ICDMW.2010.201}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiuXCY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/MoemengZCJ10, author = {Chayapol Moemeng and Xinhua Zhu and Longbing Cao and Jiahang Chen}, editor = {Wei Fan and Wynne Hsu and Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {i-Analyst: An Agent-Based Distributed Data Mining Platform}, booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010}, pages = {1404--1406}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDMW.2010.69}, doi = {10.1109/ICDMW.2010.69}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/MoemengZCJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmlc/FengWWC10, author = {Jia{-}Yi Feng and Mingchun Wang and Can Wang and Longbing Cao}, title = {Enhanced co-occurrence distances for categorical data in unsupervised learning}, booktitle = {International Conference on Machine Learning and Cybernetics, {ICMLC} 2010, Qingdao, China, July 11-14, 2010, Proceedings}, pages = {2071--2078}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ICMLC.2010.5580500}, doi = {10.1109/ICMLC.2010.5580500}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmlc/FengWWC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/YangKCZ10, author = {Tao Yang and Vojislav Kecman and Longbing Cao and Chengqi Zhang}, title = {Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona, Spain, 18-23 July, 2010}, pages = {1--5}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/IJCNN.2010.5596864}, doi = {10.1109/IJCNN.2010.5596864}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/YangKCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CaoOYW10, author = {Longbing Cao and Yuming Ou and Philip S. Yu and Gang Wei}, editor = {Bharat Rao and Balaji Krishnapuram and Andrew Tomkins and Qiang Yang}, title = {Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors}, booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010}, pages = {85--94}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1835804.1835818}, doi = {10.1145/1835804.1835818}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/CaoOYW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YangKCZ10, author = {Tao Yang and Vojislav Kecman and Longbing Cao and Chengqi Zhang}, editor = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi}, title = {Combining Support Vector Machines and the \emph{t}-statistic for Gene Selection in {DNA} Microarray Data Analysis}, booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6119}, pages = {55--62}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13672-6\_6}, doi = {10.1007/978-3-642-13672-6\_6}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YangKCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YangCZ10, author = {Tao Yang and Longbing Cao and Chengqi Zhang}, editor = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi}, title = {A Novel Prototype Reduction Method for the \emph{K}-Nearest Neighbor Algorithm with \emph{K} {\textgreater}= 1}, booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6119}, pages = {89--100}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13672-6\_10}, doi = {10.1007/978-3-642-13672-6\_10}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/YangCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhengZZC10, author = {Zhigang Zheng and Yanchang Zhao and Ziye Zuo and Longbing Cao}, editor = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi}, title = {An Efficient GA-Based Algorithm for Mining Negative Sequential Patterns}, booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6118}, pages = {262--273}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13657-3\_30}, doi = {10.1007/978-3-642-13657-3\_30}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ZhengZZC10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/YangCL10, author = {Yong Yang and Longbing Cao and Li Liu}, editor = {Byoung{-}Tak Zhang and Mehmet A. Orgun}, title = {Time-Sensitive Feature Mining for Temporal Sequence Classification}, booktitle = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, August 30-September 2, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6230}, pages = {315--326}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15246-7\_30}, doi = {10.1007/978-3-642-15246-7\_30}, timestamp = {Wed, 04 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/YangCL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/adma/2010-1, editor = {Longbing Cao and Yong Feng and Jiang Zhong}, title = {Advanced Data Mining and Applications - 6th International Conference, {ADMA} 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6440}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17316-5}, doi = {10.1007/978-3-642-17316-5}, isbn = {978-3-642-17315-8}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/adma/2010-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/adma/2010-2, editor = {Longbing Cao and Jiang Zhong and Yong Feng}, title = {Advanced Data Mining and Applications - 6th International Conference, {ADMA} 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6441}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17313-4}, doi = {10.1007/978-3-642-17313-4}, isbn = {978-3-642-17312-7}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/adma/2010-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2010, editor = {Longbing Cao and Ana L. C. Bazzan and Vladimir Gorodetsky and Pericles A. Mitkas and Gerhard Weiss and Philip S. Yu}, title = {Agents and Data Mining Interaction, 6th International Workshop on Agents and Data Mining Interaction, {ADMI} 2010, Toronto, ON, Canada, May 11, 2010, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5980}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15420-1}, doi = {10.1007/978-3-642-15420-1}, isbn = {978-3-642-15419-5}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/2010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cib/CaoY09, author = {Longbing Cao and Philip S. Yu}, title = {Behavior Informatics: An Informatics Perspective for Behavior Studies}, journal = {{IEEE} Intell. Informatics Bull.}, volume = {10}, number = {1}, pages = {6--11}, year = {2009}, url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2009/Dec/article1/iib\_vol10no1\_article1.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cib/CaoY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cib/OuCZ09, author = {Yuming Ou and Longbing Cao and Chengqi Zhang}, title = {Adaptive Anomaly Detection of Coupled Activity Sequences}, journal = {{IEEE} Intell. Informatics Bull.}, volume = {10}, number = {1}, pages = {12--16}, year = {2009}, url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2009/Dec/article2/iib\_vol10no1\_article2.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cib/OuCZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoGM09, author = {Longbing Cao and Vladimir Gorodetsky and Pericles A. Mitkas}, title = {Guest Editors' Introduction: Agents and Data Mining}, journal = {{IEEE} Intell. Syst.}, volume = {24}, number = {3}, pages = {14--15}, year = {2009}, url = {https://doi.org/10.1109/MIS.2009.54}, doi = {10.1109/MIS.2009.54}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/CaoGM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoGM09a, author = {Longbing Cao and Vladimir Gorodetsky and Pericles A. Mitkas}, title = {Agent Mining: The Synergy of Agents and Data Mining}, journal = {{IEEE} Intell. Syst.}, volume = {24}, number = {3}, pages = {64--72}, year = {2009}, url = {https://doi.org/10.1109/MIS.2009.45}, doi = {10.1109/MIS.2009.45}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/CaoGM09a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/ZhangZCZB09, author = {Huaifeng Zhang and Yanchang Zhao and Longbing Cao and Chengqi Zhang and Hans Bohlscheid}, title = {Customer Activity Sequence Classification for Debt Prevention in Social Security}, journal = {J. Comput. Sci. Technol.}, volume = {24}, number = {6}, pages = {1000--1009}, year = {2009}, url = {https://doi.org/10.1007/s11390-009-9288-2}, doi = {10.1007/S11390-009-9288-2}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcst/ZhangZCZB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/CaoH09, author = {Longbing Cao and Tony He}, title = {Developing actionable trading agents}, journal = {Knowl. Inf. Syst.}, volume = {18}, number = {2}, pages = {183--198}, year = {2009}, url = {https://doi.org/10.1007/s10115-008-0170-2}, doi = {10.1007/S10115-008-0170-2}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/CaoH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/TsaiCHJ09, author = {Pohsiang Tsai and Longbing Cao and Tom Hintz and Tony Jan}, title = {A bi-modal face recognition framework integrating facial expression with facial appearance}, journal = {Pattern Recognit. Lett.}, volume = {30}, number = {12}, pages = {1096--1109}, year = {2009}, url = {https://doi.org/10.1016/j.patrec.2009.05.008}, doi = {10.1016/J.PATREC.2009.05.008}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/TsaiCHJ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/CaoDZ09, author = {Longbing Cao and Ruwei Dai and Mengchu Zhou}, title = {Metasynthesis: M-Space, M-Interaction, and M-Computing for Open Complex Giant Systems}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}}, volume = {39}, number = {5}, pages = {1007--1021}, year = {2009}, url = {https://doi.org/10.1109/TSMCA.2009.2022414}, doi = {10.1109/TSMCA.2009.2022414}, timestamp = {Mon, 25 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/CaoDZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/Cao09, author = {Longbing Cao}, editor = {Ronghuai Huang and Qiang Yang and Jian Pei and Jo{\~{a}}o Gama and Xiaofeng Meng and Xue Li}, title = {Data Mining in Financial Markets}, booktitle = {Advanced Data Mining and Applications, 5th International Conference, {ADMA} 2009, Beijing, China, August 17-19, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5678}, pages = {4}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03348-3\_4}, doi = {10.1007/978-3-642-03348-3\_4}, timestamp = {Sun, 02 Oct 2022 15:53:57 +0200}, biburl = {https://dblp.org/rec/conf/adma/Cao09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/CaoLZ09, author = {Longbing Cao and Dan Luo and Chengqi Zhang}, editor = {Longbing Cao and Vladimir Gorodetsky and Jiming Liu and Gerhard Weiss and Philip S. Yu}, title = {Ubiquitous Intelligence in Agent Mining}, booktitle = {Agents and Data Mining Interaction, 4th International Workshop, {ADMI} 2009, Budapest, Hungary, May 10-15, 2009, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5680}, pages = {23--35}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03603-3\_3}, doi = {10.1007/978-3-642-03603-3\_3}, timestamp = {Tue, 08 Mar 2022 10:12:50 +0100}, biburl = {https://dblp.org/rec/conf/admi/CaoLZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausdm/ZhengZZC09, author = {Zhigang Zheng and Yanchang Zhao and Ziye Zuo and Longbing Cao}, editor = {Paul J. Kennedy and Kok{-}Leong Ong and Peter Christen}, title = {Negative-GSP: An Efficient Method for Mining Negative Sequential Patterns}, booktitle = {Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, Australia, December 2009}, series = {{CRPIT}}, volume = {101}, pages = {63--68}, publisher = {Australian Computer Society}, year = {2009}, url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV101Zheng.html}, timestamp = {Thu, 25 Jul 2019 14:09:43 +0200}, biburl = {https://dblp.org/rec/conf/ausdm/ZhengZZC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edoc/GohBNCL09, author = {Tiong{-}Thye Goh and Siddhartha Bose and Wee Keong Ng and Longbing Cao and Vincent C. S. Lee}, title = {Editorial to the Proceedings of mobile technologies in enterprise computing systems workshop {(MTECS} 2009)}, booktitle = {Workshops Proceedings of the 12th {IEEE} International Enterprise Distributed Object Computing Conference, EDOCw 2009, 1-4 September 2009, Auckland, New Zealand}, pages = {138--139}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/EDOCW.2009.5332005}, doi = {10.1109/EDOCW.2009.5332005}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edoc/GohBNCL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XiaoLCWZHYC09, author = {Yanshan Xiao and Bo Liu and Longbing Cao and Xindong Wu and Chengqi Zhang and Zhifeng Hao and Fengzhao Yang and Jie Cao}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {82--87}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.87}, doi = {10.1109/ICDMW.2009.87}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XiaoLCWZHYC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhaoXCLSZ09, author = {Gang Zhao and Yun Xiong and Longbing Cao and Dan Luo and Xuchun Su and Yangyong Zhu}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {A Cost-Effective {LSH} Filter for Fast Pairwise Mining}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {1088--1093}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.112}, doi = {10.1109/ICDM.2009.112}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhaoXCLSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ksem/WuZZZCB09, author = {Shanshan Wu and Yanchang Zhao and Huaifeng Zhang and Chengqi Zhang and Longbing Cao and Hans Bohlscheid}, editor = {Dimitris Karagiannis and Zhi Jin}, title = {Debt Detection in Social Security by Adaptive Sequence Classification}, booktitle = {Knowledge Science, Engineering and Management, Third International Conference, {KSEM} 2009, Vienna, Austria, November 25-27, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5914}, pages = {192--203}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-10488-6\_21}, doi = {10.1007/978-3-642-10488-6\_21}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ksem/WuZZZCB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhaoZCZB09, author = {Yanchang Zhao and Huaifeng Zhang and Longbing Cao and Chengqi Zhang and Hans Bohlscheid}, editor = {Thanaruk Theeramunkong and Boonserm Kijsirikul and Nick Cercone and Tu Bao Ho}, title = {Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data}, booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5476}, pages = {656--663}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-01307-2\_65}, doi = {10.1007/978-3-642-01307-2\_65}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/ZhaoZCZB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhaoZWPCZB09, author = {Yanchang Zhao and Huaifeng Zhang and Shanshan Wu and Jian Pei and Longbing Cao and Chengqi Zhang and Hans Bohlscheid}, editor = {Wray L. Buntine and Marko Grobelnik and Dunja Mladenic and John Shawe{-}Taylor}, title = {Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5782}, pages = {648--663}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-04174-7\_42}, doi = {10.1007/978-3-642-04174-7\_42}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ZhaoZWPCZB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/TsaiTC09, author = {Pohsiang Tsai and Tich Phuoc Tran and Longbing Cao}, title = {Expression-invariant Facial Identification}, booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009}, pages = {5151--5155}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICSMC.2009.5346008}, doi = {10.1109/ICSMC.2009.5346008}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/TsaiTC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/09/Cao09, author = {Longbing Cao}, editor = {Longbing Cao}, title = {Introduction to Agent Mining Interaction and Integration}, booktitle = {Data Mining and Multi-agent Integration}, pages = {3--36}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-1-4419-0522-2\_1}, doi = {10.1007/978-1-4419-0522-2\_1}, timestamp = {Mon, 28 Aug 2017 20:59:24 +0200}, biburl = {https://dblp.org/rec/books/sp/09/Cao09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/sp/C2009, editor = {Longbing Cao}, title = {Data Mining and Multi-agent Integration}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-1-4419-0522-2}, doi = {10.1007/978-1-4419-0522-2}, isbn = {978-1-4419-0521-5}, timestamp = {Mon, 28 Aug 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/sp/C2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/admi/2009, editor = {Longbing Cao and Vladimir Gorodetsky and Jiming Liu and Gerhard Weiss and Philip S. Yu}, title = {Agents and Data Mining Interaction, 4th International Workshop, {ADMI} 2009, Budapest, Hungary, May 10-15, 2009, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5680}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03603-3}, doi = {10.1007/978-3-642-03603-3}, isbn = {978-3-642-03602-6}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/admi/2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0911-0485, author = {Tich Phuoc Tran and Longbing Cao and Dat Tran and Cuong Duc Nguyen}, title = {Novel Intrusion Detection using Probabilistic Neural Network and Adaptive Boosting}, journal = {CoRR}, volume = {abs/0911.0485}, year = {2009}, url = {http://arxiv.org/abs/0911.0485}, eprinttype = {arXiv}, eprint = {0911.0485}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0911-0485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cib/CaoT08, author = {Longbing Cao and David Taniar}, title = {Book Review: Computational Methods of Feature Selection}, journal = {{IEEE} Intell. Informatics Bull.}, volume = {9}, number = {1}, pages = {39--40}, year = {2008}, url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2008/IIB08Nov/book\_review/liu-br.6.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cib/CaoT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijiids/XiaoLC08, author = {Yanshan Xiao and Bo Liu and Longbing Cao}, title = {A Chinese question classification using one-vs-one method as a learning tool}, journal = {Int. J. Intell. Inf. Database Syst.}, volume = {2}, number = {4}, pages = {446--459}, year = {2008}, url = {https://doi.org/10.1504/IJIIDS.2008.021447}, doi = {10.1504/IJIIDS.2008.021447}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijiids/XiaoLC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijista/LinC08, author = {Li Lin and Longbing Cao}, title = {Mining in-depth patterns in stock market}, journal = {Int. J. Intell. Syst. Technol. Appl.}, volume = {4}, number = {3/4}, pages = {225--238}, year = {2008}, url = {https://doi.org/10.1504/IJISTA.2008.017269}, doi = {10.1504/IJISTA.2008.017269}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijista/LinC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijista/ChenCQ08, author = {Wanli Chen and Longbing Cao and Zhe Qin}, title = {An integrated investment decision-support framework analysing and synthesising multidimensional market dynamics}, journal = {Int. J. Intell. Syst. Technol. Appl.}, volume = {4}, number = {3/4}, pages = {239--253}, year = {2008}, url = {https://doi.org/10.1504/IJISTA.2008.017270}, doi = {10.1504/IJISTA.2008.017270}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijista/ChenCQ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijitdm/CaoZZZ08, author = {Longbing Cao and Yanchang Zhao and Chengqi Zhang and Huaifeng Zhang}, title = {Activity Mining: from Activities to Actions}, journal = {Int. J. Inf. Technol. Decis. Mak.}, volume = {7}, number = {2}, pages = {259--273}, year = {2008}, url = {https://doi.org/10.1142/S0219622008002934}, doi = {10.1142/S0219622008002934}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijitdm/CaoZZZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijseke/Cao08, author = {Longbing Cao}, title = {Integrating Agent, Service and Organizational Computing}, journal = {Int. J. Softw. Eng. Knowl. Eng.}, volume = {18}, number = {5}, pages = {573--596}, year = {2008}, url = {https://doi.org/10.1142/S0218194008003805}, doi = {10.1142/S0218194008003805}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijseke/Cao08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/CaoN08, author = {Longbing Cao and Ngoc Thanh Nguyen}, title = {Knowledge Processing in Intelligent Systems}, journal = {J. Univers. Comput. Sci.}, volume = {14}, number = {14}, pages = {2255}, year = {2008}, url = {http://www.jucs.org/jucs\_14\_14/knowledge\_processing\_in\_intelligent\%20\%20}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/CaoN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/CaoN08a, author = {Longbing Cao and Ngoc Thanh Nguyen}, title = {Intelligence Metasynthesis and Knowledge Processing in Intelligent Systems}, journal = {J. Univers. Comput. Sci.}, volume = {14}, number = {14}, pages = {2256--2262}, year = {2008}, url = {https://doi.org/10.3217/jucs-014-14-2256}, doi = {10.3217/JUCS-014-14-2256}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jucs/CaoN08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/CaoO08, author = {Longbing Cao and Yuming Ou}, title = {Market Microstructure Patterns Powering Trading and Surveillance Agents}, journal = {J. Univers. Comput. Sci.}, volume = {14}, number = {14}, pages = {2288--2308}, year = {2008}, url = {https://doi.org/10.3217/jucs-014-14-2288}, doi = {10.3217/JUCS-014-14-2288}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jucs/CaoO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/CaoZZ08, author = {Longbing Cao and Yanchang Zhao and Chengqi Zhang}, title = {Mining Impact-Targeted Activity Patterns in Imbalanced Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {20}, number = {8}, pages = {1053--1066}, year = {2008}, url = {https://doi.org/10.1109/TKDE.2007.190635}, doi = {10.1109/TKDE.2007.190635}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/CaoZZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/CaoZZ08, author = {Longbing Cao and Chengqi Zhang and MengChu Zhou}, title = {Engineering Open Complex Agent Systems: {A} Case Study}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}}, volume = {38}, number = {4}, pages = {483--496}, year = {2008}, url = {https://doi.org/10.1109/TSMCC.2008.923863}, doi = {10.1109/TSMCC.2008.923863}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/CaoZZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/ZhaoZCZB08, author = {Yanchang Zhao and Huaifeng Zhang and Longbing Cao and Chengqi Zhang and Hans Bohlscheid}, editor = {Wayne Wobcke and Mengjie Zhang}, title = {Combined Pattern Mining: From Learned Rules to Actionable Knowledge}, booktitle = {{AI} 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5360}, pages = {393--403}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89378-3\_40}, doi = {10.1007/978-3-540-89378-3\_40}, timestamp = {Mon, 15 Feb 2021 14:16:47 +0100}, biburl = {https://dblp.org/rec/conf/ausai/ZhaoZCZB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/CaoDG08, author = {Longbing Cao and Ruwei Dai and Vladimir I. Gorodetski}, title = {Message from the {EOCS-MCP} 2008 Workshop Organizers}, booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008, Turku, Finland}, pages = {859}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/COMPSAC.2008.261}, doi = {10.1109/COMPSAC.2008.261}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/compsac/CaoDG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/CaoDG08a, author = {Longbing Cao and Ruwei Dai and Vladimir I. Gorodetski}, title = {{EOCS-MCP} 2008 Workshop Organization}, booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008, Turku, Finland}, pages = {860--861}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/COMPSAC.2008.262}, doi = {10.1109/COMPSAC.2008.262}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/compsac/CaoDG08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/Cao08a, author = {Longbing Cao}, title = {Metasynthetic Computing for Solving Open Complex Problems}, booktitle = {Proceedings of the 32nd Annual {IEEE} International Computer Software and Applications Conference, {COMPSAC} 2008, 28 July - 1 August 2008, Turku, Finland}, pages = {896--901}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/COMPSAC.2008.16}, doi = {10.1109/COMPSAC.2008.16}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/compsac/Cao08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/MoemengCZ08, author = {Peerapol Moemeng and Longbing Cao and Chengqi Zhang}, title = {{F-TRADE} 3.0: An Agent-Based Integrated Framework for Data Mining Experiments}, booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia}, pages = {612--615}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.230}, doi = {10.1109/WIIAT.2008.230}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/MoemengCZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/LuoZCOZ08, author = {Chao Luo and Yanchang Zhao and Longbing Cao and Yuming Ou and Chengqi Zhang}, title = {Exception Mining on Multiple Time Series in Stock Market}, booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, 9-12 December 2008, Sydney, NSW, Australia}, pages = {690--693}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.302}, doi = {10.1109/WIIAT.2008.302}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/LuoZCOZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/Cao08, author = {Longbing Cao}, title = {Domain Driven Data Mining {(D3M)}}, booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {74--76}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDMW.2008.98}, doi = {10.1109/ICDMW.2008.98}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/Cao08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/Cao08a, author = {Longbing Cao}, title = {Behavior Informatics and Analytics: Let Behavior Talk}, booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {87--96}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDMW.2008.95}, doi = {10.1109/ICDMW.2008.95}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/Cao08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuCYZ08, author = {Bo Liu and Longbing Cao and Philip S. Yu and Chengqi Zhang}, title = {Multi-Space-Mapped SVMs for Multi-class Classification}, booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {911--916}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDM.2008.13}, doi = {10.1109/ICDM.2008.13}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiuCYZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/QiuJLHC08, author = {Xuekan Qiu and Shuqiang Jiang and Huiying Liu and Qingming Huang and Longbing Cao}, title = {Spatial-temporal attention analysis for home video}, booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany}, pages = {1517--1520}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICME.2008.4607735}, doi = {10.1109/ICME.2008.4607735}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/QiuJLHC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kesamsta/XiaoLLC08, author = {Yanshan Xiao and Bo Liu and Dan Luo and Longbing Cao}, editor = {Ngoc Thanh Nguyen and GeunSik Jo and Robert J. Howlett and Lakhmi C. Jain}, title = {Multi-agent System for Custom Relationship Management with SVMs Tool}, booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second {KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March 26-28, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4953}, pages = {333--340}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78582-8\_34}, doi = {10.1007/978-3-540-78582-8\_34}, timestamp = {Thu, 16 Mar 2023 20:00:31 +0100}, biburl = {https://dblp.org/rec/conf/kesamsta/XiaoLLC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kesamsta/CaoLXZ08, author = {Longbing Cao and Dan Luo and Yanshan Xiao and Zhigang Zheng}, editor = {Ngoc Thanh Nguyen and GeunSik Jo and Robert J. Howlett and Lakhmi C. Jain}, title = {Agent Collaboration for Multiple Trading Strategy Integration}, booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, Second {KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March 26-28, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4953}, pages = {361--370}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-78582-8\_37}, doi = {10.1007/978-3-540-78582-8\_37}, timestamp = {Sun, 04 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kesamsta/CaoLXZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhangZCZ08, author = {Huaifeng Zhang and Yanchang Zhao and Longbing Cao and Chengqi Zhang}, editor = {Takashi Washio and Einoshin Suzuki and Kai Ming Ting and Akihiro Inokuchi}, title = {Combined Association Rule Mining}, booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5012}, pages = {1069--1074}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-68125-0\_115}, doi = {10.1007/978-3-540-68125-0\_115}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ZhangZCZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/OuCLZ08, author = {Yuming Ou and Longbing Cao and Chao Luo and Chengqi Zhang}, editor = {Tu Bao Ho and Zhi{-}Hua Zhou}, title = {Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation}, booktitle = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5351}, pages = {849--858}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89197-0\_79}, doi = {10.1007/978-3-540-89197-0\_79}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/OuCLZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/LuoZCOL08, author = {Chao Luo and Yanchang Zhao and Longbing Cao and Yuming Ou and Li Liu}, editor = {Tu Bao Ho and Zhi{-}Hua Zhou}, title = {Outlier Mining on Multiple Time Series Data in Stock Market}, booktitle = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5351}, pages = {1010--1015}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89197-0\_99}, doi = {10.1007/978-3-540-89197-0\_99}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/LuoZCOL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/ZhaoZCZB08, author = {Yanchang Zhao and Huaifeng Zhang and Longbing Cao and Chengqi Zhang and Hans Bohlscheid}, title = {Efficient Mining of Event-Oriented Negative Sequential Rules}, booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence, {WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference Proceedings}, pages = {336--342}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.60}, doi = {10.1109/WIIAT.2008.60}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/ZhaoZCZB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/OuCLL08, author = {Yuming Ou and Longbing Cao and Chao Luo and Li Liu}, title = {Mining Exceptional Activity Patterns in Microstructure Data}, booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence, {WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference Proceedings}, pages = {884--887}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.160}, doi = {10.1109/WIIAT.2008.160}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/OuCLL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/CaoZYBVTKYZATDG07, author = {Longbing Cao and Chengqi Zhang and Qiang Yang and David A. Bell and Michail Vlachos and Bahar Taneri and Eamonn J. Keogh and Philip S. Yu and Ning Zhong and Mafruz Zaman Ashrafi and David Taniar and Eugene Dubossarsky and Warwick Graco}, title = {Domain-Driven, Actionable Knowledge Discovery}, journal = {{IEEE} Intell. Syst.}, volume = {22}, number = {4}, pages = {78--88}, year = {2007}, url = {https://doi.org/10.1109/MIS.2007.67}, doi = {10.1109/MIS.2007.67}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/CaoZYBVTKYZATDG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijbidm/CaoLZ07, author = {Longbing Cao and Dan Luo and Chengqi Zhang}, title = {Knowledge actionability: satisfying technical and business interestingness}, journal = {Int. J. Bus. Intell. Data Min.}, volume = {2}, number = {4}, pages = {496--514}, year = {2007}, url = {https://doi.org/10.1504/IJBIDM.2007.016385}, doi = {10.1504/IJBIDM.2007.016385}, timestamp = {Thu, 30 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijbidm/CaoLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/CaoZ07, author = {Longbing Cao and Chengqi Zhang}, title = {The Evolution of {KDD:} towards Domain-Driven Data Mining}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {21}, number = {4}, pages = {677--692}, year = {2007}, url = {https://doi.org/10.1142/S0218001407005612}, doi = {10.1142/S0218001407005612}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/CaoZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/CaoZZYW07, author = {Longbing Cao and Chengqi Zhang and Yanchang Zhao and Philip S. Yu and Graham Williams}, title = {{DDDM2007:} Domain Driven Data Mining}, journal = {{SIGKDD} Explor.}, volume = {9}, number = {2}, pages = {84--86}, year = {2007}, url = {https://doi.org/10.1145/1345448.1345467}, doi = {10.1145/1345448.1345467}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigkdd/CaoZZYW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aisadm/CaoLZ07, author = {Longbing Cao and Chao Luo and Chengqi Zhang}, editor = {Vladimir Gorodetsky and Chengqi Zhang and Victor A. Skormin and Longbing Cao}, title = {Agent-Mining Interaction: An Emerging Area}, booktitle = {Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second International Workshop, {AIS-ADM} 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4476}, pages = {60--73}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72839-9\_5}, doi = {10.1007/978-3-540-72839-9\_5}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aisadm/CaoLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/CaoZ07, author = {Longbing Cao and Chengqi Zhang}, editor = {Edmund H. Durfee and Makoto Yokoo and Michael N. Huhns and Onn Shehory}, title = {F-trade: an agent-mining symbiont for financial services}, booktitle = {6th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2007), Honolulu, Hawaii, USA, May 14-18, 2007}, pages = {262}, publisher = {{IFAAMAS}}, year = {2007}, url = {https://doi.org/10.1145/1329125.1329443}, doi = {10.1145/1329125.1329443}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/CaoZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/ZhangZCZ07, author = {Huaifeng Zhang and Yanchang Zhao and Longbing Cao and Chengqi Zhang}, editor = {Mehmet A. Orgun and John Thornton}, title = {Class Association Rule Mining with Multiple Imbalanced Attributes}, booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4830}, pages = {827--831}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-76928-6\_100}, doi = {10.1007/978-3-540-76928-6\_100}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ausai/ZhangZCZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/CaoLZ07, author = {Longbing Cao and Chao Luo and Chengqi Zhang}, title = {Developing Actionable Trading Strategies for Trading Agents}, booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, Silicon Valley, CA, USA, November 2-5, 2007}, pages = {72--75}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/IAT.2007.16}, doi = {10.1109/IAT.2007.16}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/CaoLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/Cao07, author = {Longbing Cao}, title = {Multi-strategy Integration for Actionable Trading Agents}, booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, 2-5 November 2007, Silicon Valley, CA, {USA}}, pages = {487--490}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/WIIATW.2007.4427634}, doi = {10.1109/WIIATW.2007.4427634}, timestamp = {Fri, 02 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iat/Cao07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/OuCYZ07, author = {Yuming Ou and Longbing Cao and Ting Yu and Chengqi Zhang}, title = {Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents}, booktitle = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, 2-5 November 2007, Silicon Valley, CA, {USA}}, pages = {491--494}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/WIIATW.2007.4427635}, doi = {10.1109/WIIATW.2007.4427635}, timestamp = {Tue, 12 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iat/OuCYZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kesamsta/LuoCNL07, author = {Dan Luo and Longbing Cao and Jiarui Ni and Li Liu}, editor = {Ngoc Thanh Nguyen and Adam Grzech and Robert J. Howlett and Lakhmi C. Jain}, title = {Building Agent Service Oriented Multi-Agent Systems}, booktitle = {Agent and Multi-Agent Systems: Technologies and Applications, First {KES} International Symposium, {KES-AMSTA} 2007, Wroclaw, Poland, May 31- June 1, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4496}, pages = {11--20}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72830-6\_2}, doi = {10.1007/978-3-540-72830-6\_2}, timestamp = {Thu, 16 Mar 2023 20:00:31 +0100}, biburl = {https://dblp.org/rec/conf/kesamsta/LuoCNL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/NiCZ07, author = {Jiarui Ni and Longbing Cao and Chengqi Zhang}, editor = {Carlos Soares and Yonghong Peng and Jun Meng and Takashi Washio and Zhi{-}Hua Zhou}, title = {Evolutionary Optimization of Trading Strategies}, booktitle = {Applications of Data Mining in E-Business and Finance}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {177}, pages = {11--24}, publisher = {{IOS} Press}, year = {2007}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9891}, timestamp = {Thu, 23 Mar 2017 10:03:18 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/NiCZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/CaoZFOL07, author = {Longbing Cao and Yanchang Zhao and Fernando Figueiredo and Yuming Ou and Dan Luo}, editor = {Takashi Washio and Zhi{-}Hua Zhou and Joshua Zhexue Huang and Xiaohua Hu and Jinyan Li and Chao Xie and Jieyue He and Deqing Zou and Kuan{-}Ching Li and M{\'{a}}rio M. Freire}, title = {Mining High Impact Exceptional Behavior Patterns}, booktitle = {Emerging Technologies in Knowledge Discovery and Data Mining, {PAKDD} 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {4819}, pages = {56--63}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77018-3\_7}, doi = {10.1007/978-3-540-77018-3\_7}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/CaoZFOL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/0001CLZW07, author = {Dan Luo and Longbing Cao and Chao Luo and Chengqi Zhang and Weiyuan Wang}, editor = {Carlos Soares and Yonghong Peng and Jun Meng and Takashi Washio and Zhi{-}Hua Zhou}, title = {Towards Business Interestingness in Actionable Knowledge Discovery}, booktitle = {Applications of Data Mining in E-Business and Finance}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {177}, pages = {99--109}, publisher = {{IOS} Press}, year = {2007}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9899}, timestamp = {Thu, 23 Mar 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/0001CLZW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aisadm/2007, editor = {Vladimir Gorodetsky and Chengqi Zhang and Victor A. Skormin and Longbing Cao}, title = {Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second International Workshop, {AIS-ADM} 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4476}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72839-9}, doi = {10.1007/978-3-540-72839-9}, isbn = {978-3-540-72838-2}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aisadm/2007.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jdwm/CaoZ06, author = {Longbing Cao and Chengqi Zhang}, title = {Domain-Driven Data Mining: {A} Practical Methodology}, journal = {Int. J. Data Warehous. Min.}, volume = {2}, number = {4}, pages = {49--65}, year = {2006}, url = {https://doi.org/10.4018/jdwm.2006100103}, doi = {10.4018/JDWM.2006100103}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jdwm/CaoZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wias/CaoZL06, author = {Longbing Cao and Chengqi Zhang and Jiming Liu}, title = {Ontology-based integration of business intelligence}, journal = {Web Intell. Agent Syst.}, volume = {4}, number = {3}, pages = {313--325}, year = {2006}, url = {http://content.iospress.com/articles/web-intelligence-and-agent-systems-an-international-journal/wia00093}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wias/CaoZL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/Cao06, author = {Longbing Cao}, editor = {Xue Li and Osmar R. Za{\"{\i}}ane and Zhanhuai Li}, title = {Activity Mining: Challenges and Prospects}, booktitle = {Advanced Data Mining and Applications, Second International Conference, {ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4093}, pages = {582--593}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11811305\_65}, doi = {10.1007/11811305\_65}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adma/Cao06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amt/ZhangC06, author = {Chengqi Zhang and Longbing Cao}, editor = {Yuefeng Li and Mark Looi and Ning Zhong}, title = {Domain-Driven Data Mining: Methodologies and Applications}, booktitle = {Advances in Intelligent {IT} - Active Media Technology 2006, Proceedings of the 4th International Conference on Active Media Technology, {AMT} 2006, June 7-9, 2006, Brisbane, Australia}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {138}, pages = {13--16}, publisher = {{IOS} Press}, year = {2006}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1499}, timestamp = {Tue, 21 Feb 2017 13:43:19 +0100}, biburl = {https://dblp.org/rec/conf/amt/ZhangC06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amt/NiCZ06, author = {Jiarui Ni and Longbing Cao and Chengqi Zhang}, editor = {Yuefeng Li and Mark Looi and Ning Zhong}, title = {Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets}, booktitle = {Advances in Intelligent {IT} - Active Media Technology 2006, Proceedings of the 4th International Conference on Active Media Technology, {AMT} 2006, June 7-9, 2006, Brisbane, Australia}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {138}, pages = {396--399}, publisher = {{IOS} Press}, year = {2006}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1566}, timestamp = {Tue, 13 Mar 2012 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amt/NiCZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/CaoNL06, author = {Longbing Cao and Jiarui Ni and Dan Luo}, editor = {Xiaofang Zhou and Jianzhong Li and Heng Tao Shen and Masaru Kitsuregawa and Yanchun Zhang}, title = {Ontological Engineering in Data Warehousing}, booktitle = {Frontiers of {WWW} Research and Development - APWeb 2006, 8th Asia-Pacific Web Conference, Harbin, China, January 16-18, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3841}, pages = {923--929}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11610113\_96}, doi = {10.1007/11610113\_96}, timestamp = {Tue, 03 Dec 2019 08:18:13 +0100}, biburl = {https://dblp.org/rec/conf/apweb/CaoNL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausdm/ZhaoCMONZ06, author = {Yanchang Zhao and Longbing Cao and Yvonne Morrow and Yuming Ou and Jiarui Ni and Chengqi Zhang}, editor = {Peter Christen and Paul J. Kennedy and Jiuyong Li and Simeon J. Simoff and Graham J. Williams}, title = {Discovering Debtor Patterns of Centrelink Customers}, booktitle = {Data Mining and Analytics 2006, Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30 November, 2006, Proceedings}, series = {{CRPIT}}, volume = {61}, pages = {135--144}, publisher = {Australian Computer Society}, year = {2006}, url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV61Zhao.html}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausdm/ZhaoCMONZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/jcis/CaoLNLZ06, author = {Longbing Cao and Chao Luo and Jiarui Ni and Dan Luo and Chengqi Zhang}, title = {Stock Data Mining through Fuzzy Genetic Algorithms}, booktitle = {Proceedings of the 2006 Joint Conference on Information Sciences, {JCIS} 2006, Kaohsiung, Taiwan, ROC, October 8-11, 2006}, publisher = {Atlantis Press}, year = {2006}, url = {https://doi.org/10.2991/jcis.2006.129}, doi = {10.2991/JCIS.2006.129}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/jcis/CaoLNLZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/CaoZ06, author = {Longbing Cao and Chengqi Zhang}, editor = {Wee Keong Ng and Masaru Kitsuregawa and Jianzhong Li and Kuiyu Chang}, title = {Domain-Driven Actionable Knowledge Discovery in the Real World}, booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3918}, pages = {821--830}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11731139\_96}, doi = {10.1007/11731139\_96}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/CaoZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/CaoLZ06, author = {Longbing Cao and Dan Luo and Chengqi Zhang}, editor = {Qiang Yang and Geoffrey I. Webb}, title = {Fuzzy Genetic Algorithms for Pairs Mining}, booktitle = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4099}, pages = {711--720}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11801603\_75}, doi = {10.1007/11801603\_75}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/pricai/CaoLZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wimbi/CaoZLD06, author = {Longbing Cao and Chengqi Zhang and Dan Luo and Ruwei Dai}, editor = {Ning Zhong and Jiming Liu and Yiyu Yao and Jing{-}Long Wu and Shengfu Lu and Kuncheng Li}, title = {Intelligence Metasynthesis in Building Business Intelligence Systems}, booktitle = {Web Intelligence Meets Brain Informatics, First {WICI} International Workshop, WImBI 2006, Beijing, China, December 15-16, 2006, Revised Selected and Invited Papers}, series = {Lecture Notes in Computer Science}, volume = {4845}, pages = {454--470}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-3-540-77028-2\_27}, doi = {10.1007/978-3-540-77028-2\_27}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wimbi/CaoZLD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aisadm/ZhangZC05, author = {Chengqi Zhang and Zili Zhang and Longbing Cao}, editor = {Vladimir Gorodetsky and Jiming Liu and Victor A. Skormin}, title = {Agents and Data Mining: Mutual Enhancement by Integration}, booktitle = {Autonomous Intelligent Systems: Agents and Data Mining, International Workshop, {AIS-ADM} 2005, St. Petersburg, Russia, June 6-8, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3505}, pages = {50--61}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11492870\_5}, doi = {10.1007/11492870\_5}, timestamp = {Thu, 20 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aisadm/ZhangZC05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apvis/LinCZ05, author = {Li Lin and Longbing Cao and Chengqi Zhang}, editor = {Seok{-}Hee Hong}, title = {The Fish-eye Visualization of Foreign Currency Exchange Data Streams}, booktitle = {Asia-Pacific Symposium on Information Visualisation, {APVIS} 2005, Sydney, Australia, January 27-29, 2005}, series = {{CRPIT}}, volume = {45}, pages = {91--96}, publisher = {Australian Computer Society}, year = {2005}, url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV45Lin.html}, timestamp = {Thu, 27 Apr 2023 14:57:18 +0200}, biburl = {https://dblp.org/rec/conf/apvis/LinCZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dba/LinCZ05, author = {Li Lin and Longbing Cao and Chengqi Zhang}, editor = {M. H. Hamza}, title = {The Visualization of Large Database in Stock Market}, booktitle = {{IASTED} International Conference on Databases and Applications, part of the 23rd Multi-Conference on Applied Informatics, Innsbruck, Austria, February 14-16, 2005}, pages = {163--166}, publisher = {{IASTED/ACTA} Press}, year = {2005}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dba/LinCZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iastedCI/LinCZ05, author = {Li Lin and Longbing Cao and Chengqi Zhang}, editor = {M. H. Hamza}, title = {Genetic Algorithms for Robust Optimization in Financial Applications}, booktitle = {{IASTED} International Conference on Computational Intelligence, Calgary, Alberta, Canada, July 4-6, 2005}, pages = {387--391}, publisher = {{IASTED/ACTA} Press}, year = {2005}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iastedCI/LinCZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/CaoZN05, author = {Longbing Cao and Chengqi Zhang and Jiarui Ni}, editor = {Andrzej Skowron and Jean{-}Paul A. Barth{\`{e}}s and Lakhmi C. Jain and Ron Sun and Pierre Morizet{-}Mahoudeaux and Jiming Liu and Ning Zhong}, title = {Agent Services-Orinted Architectural Design of Open Complex Agent Systems}, booktitle = {Proceedings of the 2005 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, Compiegne, France, September 19-22, 2005}, pages = {120--123}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/IAT.2005.28}, doi = {10.1109/IAT.2005.28}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/CaoZN05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/CaoNWZ04, author = {Longbing Cao and Jiarui Ni and Jiaqi Wang and Chengqi Zhang}, editor = {Geoffrey I. Webb and Xinghuo Yu}, title = {Agent Services-Driven Plug-and-Play in {F-TRADE}}, booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3339}, pages = {917--922}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30549-1\_79}, doi = {10.1007/978-3-540-30549-1\_79}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ausai/CaoNWZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/CaoLLL04, author = {Longbing Cao and Dan Luo and Chao Luo and Li Liu}, editor = {Geoffrey I. Webb and Xinghuo Yu}, title = {Ontology Transformation in Multiple Domains}, booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3339}, pages = {985--990}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30549-1\_90}, doi = {10.1007/978-3-540-30549-1\_90}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ausai/CaoLLL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/his/CaoZLCZ04, author = {Longbing Cao and Chengqi Zhang and Dan Luo and Wanli Chen and Neda Zamani}, editor = {Masumi Ishikawa and Shuji Hashimoto and Marcin Paprzycki and Emilia I. Barakova and Kaori Yoshida and Mario K{\"{o}}ppen and David W. Corne and Ajith Abraham}, title = {Integrative Early Requirements Analysis for Agent-Based Systems}, booktitle = {4th International Conference on Hybrid Intelligent Systems {(HIS} 2004), 5-8 December 2004, Kitakyushu, Japan}, pages = {118--123}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICHIS.2004.63}, doi = {10.1109/ICHIS.2004.63}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/his/CaoZLCZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/CaoWLZ04, author = {Longbing Cao and Jiaqi Wang and Li Lin and Chengqi Zhang}, title = {Agent Services-Based Infrastructure for Online Assessment of Trading Strategies}, booktitle = {2004 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology {(IAT} 2004), 20-24 September 2004, Beijing, China}, pages = {345--348}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/IAT.2004.1342967}, doi = {10.1109/IAT.2004.1342967}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/CaoWLZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/CaoLLL04, author = {Longbing Cao and Chao Luo and Dan Luo and Li Liu}, editor = {Chengqi Zhang and Hans W. Guesgen and Wai{-}Kiang Yeap}, title = {Ontology Services-Based Information Integration in Mining Telecom Business Intelligence}, booktitle = {{PRICAI} 2004: Trends in Artificial Intelligence, 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3157}, pages = {85--94}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-28633-2\_11}, doi = {10.1007/978-3-540-28633-2\_11}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pricai/CaoLLL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/CaoLLZ04, author = {Longbing Cao and Chao Luo and Dan Luo and Chengqi Zhang}, title = {Integration of Business Intelligence Based on Three-Level Ontology Services}, booktitle = {2004 {IEEE/WIC/ACM} International Conference on Web Intelligence {(WI} 2004), 20-24 September 2004, Beijing, China}, pages = {17--23}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/WI.2004.10103}, doi = {10.1109/WI.2004.10103}, timestamp = {Thu, 23 Mar 2023 14:30:18 +0100}, biburl = {https://dblp.org/rec/conf/webi/CaoLLZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijitdm/CaoD03, author = {Longbing Cao and Ruwei Dai}, title = {Agent-Oriented Metasynthetic Engineering for Decision Making}, journal = {Int. J. Inf. Technol. Decis. Mak.}, volume = {2}, number = {2}, pages = {197--215}, year = {2003}, url = {https://doi.org/10.1142/S0219622003000598}, doi = {10.1142/S0219622003000598}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijitdm/CaoD03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/his/CaoLLZ03, author = {Longbing Cao and Dan Luo and Chao Luo and Chengqi Zhang}, editor = {Ajith Abraham and Mario K{\"{o}}ppen and Katrin Franke}, title = {Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System}, booktitle = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {105}, pages = {1084--1093}, publisher = {{IOS} Press}, year = {2003}, timestamp = {Fri, 30 Oct 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/his/CaoLLZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/LiZC03, author = {Chunsheng Li and Chengqi Zhang and Longbing Cao}, editor = {Ning Zhong and Zbigniew W. Ras and Shusaku Tsumoto and Einoshin Suzuki}, title = {Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System}, booktitle = {Foundations of Intelligent Systems, 14th International Symposium, {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2871}, pages = {603--607}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39592-8\_85}, doi = {10.1007/978-3-540-39592-8\_85}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismis/LiZC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/seke/CaoLZD03, author = {Longbing Cao and Chunsheng Li and Chengqi Zhang and Ruwei Dai}, title = {Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design}, booktitle = {Proceedings of the Fifteenth International Conference on Software Engineering {\&} Knowledge Engineering (SEKE'2003), Hotel Sofitel, San Francisco Bay, CA, USA, July 1-3, 2003}, pages = {85--89}, year = {2003}, timestamp = {Fri, 18 Feb 2005 13:16:38 +0100}, biburl = {https://dblp.org/rec/conf/seke/CaoLZD03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/serp/CaoLZD03, author = {Longbing Cao and Chunsheng Li and Chengqi Zhang and Ruwei Dai}, editor = {Ban Al{-}Ani and Hamid R. Arabnia and Youngsong Mun}, title = {Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design}, booktitle = {Proceedings of the International Conference on Software Engineering Research and Practice, {SERP} '03, June 23 - 26, 2003, Las Vegas, Nevada, USA, Volume 2}, pages = {816--822}, publisher = {{CSREA} Press}, year = {2003}, timestamp = {Wed, 23 May 2007 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/serp/CaoLZD03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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