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BibTeX records: Joshua Zhexue Huang
@article{DBLP:journals/fcsc/HeCSFH24, author = {Yulin He and Jiaqi Chen and Jiaxing Shen and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, title = {Density estimation-based method to determine sample size for random sample partition of big data}, journal = {Frontiers Comput. Sci.}, volume = {18}, number = {5}, year = {2024}, url = {https://doi.org/10.1007/s11704-023-2356-x}, doi = {10.1007/S11704-023-2356-X}, timestamp = {Sun, 07 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/HeCSFH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/inffus/MahmudHG24, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Salvador Garc{\'{\i}}a}, title = {Clustering approximation via a fusion of multiple random samples}, journal = {Inf. Fusion}, volume = {101}, pages = {101986}, year = {2024}, url = {https://doi.org/10.1016/j.inffus.2023.101986}, doi = {10.1016/J.INFFUS.2023.101986}, timestamp = {Sat, 28 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/inffus/MahmudHG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/SunNLCWH24, author = {Xudong Sun and Alladoumbaye Ngueilbaye and Kaijing Luo and Yongda Cai and Dingming Wu and Joshua Zhexue Huang}, title = {A scalable and flexible basket analysis system for big transaction data in Spark}, journal = {Inf. Process. Manag.}, volume = {61}, number = {2}, pages = {103577}, year = {2024}, url = {https://doi.org/10.1016/j.ipm.2023.103577}, doi = {10.1016/J.IPM.2023.103577}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/SunNLCWH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/HeYH23, author = {Yu{-}Lin He and Zhen{-}Hao Yuan and Joshua Zhexue Huang}, title = {Random vector functional link network with subspace-based local connections}, journal = {Appl. Intell.}, volume = {53}, number = {2}, pages = {1567--1585}, year = {2023}, url = {https://doi.org/10.1007/s10489-022-03404-8}, doi = {10.1007/S10489-022-03404-8}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/apin/HeYH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdatama/SunHWH23, author = {Xudong Sun and Yulin He and Dingming Wu and Joshua Zhexue Huang}, title = {Survey of Distributed Computing Frameworks for Supporting Big Data Analysis}, journal = {Big Data Min. Anal.}, volume = {6}, number = {2}, pages = {154--169}, year = {2023}, url = {https://doi.org/10.26599/bdma.2022.9020014}, doi = {10.26599/BDMA.2022.9020014}, timestamp = {Wed, 24 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdatama/SunHWH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/caaitrit/HeLFHLS23, author = {Yulin He and Xu Li and Philippe Fournier{-}Viger and Joshua Zhexue Huang and Mianjie Li and Salman Salloum}, title = {Observation points classifier ensemble for high-dimensional imbalanced classification}, journal = {{CAAI} Trans. Intell. Technol.}, volume = {8}, number = {2}, pages = {500--517}, year = {2023}, url = {https://doi.org/10.1049/cit2.12100}, doi = {10.1049/CIT2.12100}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/caaitrit/HeLFHLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/caaitrit/HeLZFHS23, author = {Yulin He and Xu Li and Manjing Zhang and Philippe Fournier{-}Viger and Joshua Zhexue Huang and Salman Salloum}, title = {A novel observation points-based positive-unlabeled learning algorithm}, journal = {{CAAI} Trans. Intell. Technol.}, volume = {8}, number = {4}, pages = {1425--1443}, year = {2023}, url = {https://doi.org/10.1049/cit2.12152}, doi = {10.1049/CIT2.12152}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/caaitrit/HeLZFHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dcan/SadatdiynovCZHSM23, author = {Kuanishbay Sadatdiynov and Laizhong Cui and Lei Zhang and Joshua Zhexue Huang and Salman Salloum and Mohammad Sultan Mahmud}, title = {A review of optimization methods for computation offloading in edge computing networks}, journal = {Digit. Commun. Networks}, volume = {9}, number = {2}, pages = {450--461}, year = {2023}, url = {https://doi.org/10.1016/j.dcan.2022.03.003}, doi = {10.1016/J.DCAN.2022.03.003}, timestamp = {Wed, 15 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dcan/SadatdiynovCZHSM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbd/MahmudHRW23, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Rukhsana Ruby and Kaishun Wu}, title = {An ensemble method for estimating the number of clusters in a big data set using multiple random samples}, journal = {J. Big Data}, volume = {10}, number = {1}, pages = {40}, year = {2023}, url = {https://doi.org/10.1186/s40537-023-00709-4}, doi = {10.1186/S40537-023-00709-4}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbd/MahmudHRW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jpdc/SadatdiynovCZHXL23, author = {Kuanishbay Sadatdiynov and Laizhong Cui and Lei Zhang and Joshua Zhexue Huang and Neal N. Xiong and Chengwen Luo}, title = {An intelligent hybrid method: Multi-objective optimization for MEC-enabled devices of IoE}, journal = {J. Parallel Distributed Comput.}, volume = {171}, pages = {1--13}, year = {2023}, url = {https://doi.org/10.1016/j.jpdc.2022.09.008}, doi = {10.1016/J.JPDC.2022.09.008}, timestamp = {Mon, 19 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jpdc/SadatdiynovCZHXL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/YeHZFH23, author = {Xuan Ye and Yulin He and Manjing Zhang and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, title = {A novel correlation Gaussian process regression-based extreme learning machine}, journal = {Knowl. Inf. Syst.}, volume = {65}, number = {5}, pages = {2017--2042}, year = {2023}, url = {https://doi.org/10.1007/s10115-022-01803-4}, doi = {10.1007/S10115-022-01803-4}, timestamp = {Fri, 21 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/YeHZFH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ppna/SadatdiynovCH23, author = {Kuanishbay Sadatdiynov and Laizhong Cui and Joshua Zhexue Huang}, title = {Offloading dependent tasks in MEC-enabled IoT systems: {A} preference-based hybrid optimization method}, journal = {Peer Peer Netw. Appl.}, volume = {16}, number = {2}, pages = {657--674}, year = {2023}, url = {https://doi.org/10.1007/s12083-022-01435-z}, doi = {10.1007/S12083-022-01435-Z}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ppna/SadatdiynovCH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tai/HeYHFH23, author = {Yulin He and Xuan Ye and De{-}Fa Huang and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, title = {A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute Datasets}, journal = {{IEEE} Trans. Artif. Intell.}, volume = {4}, number = {1}, pages = {182--196}, year = {2023}, url = {https://doi.org/10.1109/TAI.2022.3151724}, doi = {10.1109/TAI.2022.3151724}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tai/HeYHFH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/MahmudHRNW23, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Rukhsana Ruby and Alladoumbaye Ngueilbaye and Kaishun Wu}, title = {Approximate Clustering Ensemble Method for Big Data}, journal = {{IEEE} Trans. Big Data}, volume = {9}, number = {4}, pages = {1142--1155}, year = {2023}, url = {https://doi.org/10.1109/TBDATA.2023.3255003}, doi = {10.1109/TBDATA.2023.3255003}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/MahmudHRNW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tjs/NgueilbayeHKW23, author = {Alladoumbaye Ngueilbaye and Joshua Zhexue Huang and Mehak Khan and Hongzhi Wang}, title = {Data quality model for assessing public {COVID-19} big datasets}, journal = {J. Supercomput.}, volume = {79}, number = {17}, pages = {19574--19606}, year = {2023}, url = {https://doi.org/10.1007/s11227-023-05410-0}, doi = {10.1007/S11227-023-05410-0}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tjs/NgueilbayeHKW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnse/HeYCFLHS23, author = {Yulin He and Xuan Ye and Laizhong Cui and Philippe Fournier{-}Viger and Chengwen Luo and Joshua Zhexue Huang and Ponnuthurai Nagaratnam Suganthan}, title = {Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network}, journal = {{IEEE} Trans. Netw. Sci. Eng.}, volume = {10}, number = {3}, pages = {1283--1296}, year = {2023}, url = {https://doi.org/10.1109/TNSE.2022.3178740}, doi = {10.1109/TNSE.2022.3178740}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnse/HeYCFLHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/LiCLHHP23, author = {Mark Junjie Li and Wenzhu Cai and Yigang Lin and Sunjie Huang and Joshua Zhexue Huang and Patrick Xiaogang Peng}, editor = {Jingrui He and Themis Palpanas and Xiaohua Hu and Alfredo Cuzzocrea and Dejing Dou and Dominik Slezak and Wei Wang and Aleksandra Gruca and Jerry Chun{-}Wei Lin and Rakesh Agrawal}, title = {RSP-gcForest: {A} Distributed Deep Forest via Random Sample Partition}, booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023}, pages = {710--717}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/BigData59044.2023.10386844}, doi = {10.1109/BIGDATA59044.2023.10386844}, timestamp = {Fri, 02 Feb 2024 12:00:39 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/LiCLHHP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/CuiAM0H23, author = {Laizhong Cui and Sudipta Acharya and Sumit Mishra and Yi Pan and Joshua Zhexue Huang}, title = {MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract)}, booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023, Anaheim, CA, USA, April 3-7, 2023}, pages = {3875--3876}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICDE55515.2023.00364}, doi = {10.1109/ICDE55515.2023.00364}, timestamp = {Thu, 27 Jul 2023 14:59:05 +0200}, biburl = {https://dblp.org/rec/conf/icde/CuiAM0H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/YuZXHLO22, author = {Simin Yu and Kuntian Zhang and Chuan Xiao and Joshua Zhexue Huang and Mark Junjie Li and Makoto Onizuka}, title = {{HSGAN:} Reducing mode collapse in GANs by the latent code distance of homogeneous samples}, journal = {Comput. Vis. Image Underst.}, volume = {214}, pages = {103314}, year = {2022}, url = {https://doi.org/10.1016/j.cviu.2021.103314}, doi = {10.1016/J.CVIU.2021.103314}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/YuZXHLO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/HeOFHS22, author = {Yu{-}Lin He and Guiliang Ou and Philippe Fournier{-}Viger and Joshua Zhexue Huang and Ponnuthurai Nagaratnam Suganthan}, title = {A novel dependency-oriented mixed-attribute data classification method}, journal = {Expert Syst. Appl.}, volume = {199}, pages = {116782}, year = {2022}, url = {https://doi.org/10.1016/j.eswa.2022.116782}, doi = {10.1016/J.ESWA.2022.116782}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/HeOFHS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/CaiHY22, author = {Yongda Cai and Joshua Zhexue Huang and Jianfei Yin}, title = {A new method to build the adaptive k-nearest neighbors similarity graph matrix for spectral clustering}, journal = {Neurocomputing}, volume = {493}, pages = {191--203}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.04.030}, doi = {10.1016/J.NEUCOM.2022.04.030}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/CaiHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/HeWH22, author = {Yulin He and Xizhao Wang and Joshua Zhexue Huang}, title = {Recent advances in multiple criteria decision making techniques}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {13}, number = {2}, pages = {561--564}, year = {2022}, url = {https://doi.org/10.1007/s13042-015-0490-y}, doi = {10.1007/S13042-015-0490-Y}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/HeWH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/HeWH22a, author = {Yulin He and Xizhao Wang and Joshua Zhexue Huang}, title = {Correction to: Recent advances in multiple criteria decision making techniques}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {13}, number = {2}, pages = {565}, year = {2022}, url = {https://doi.org/10.1007/s13042-021-01469-4}, doi = {10.1007/S13042-021-01469-4}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/HeWH22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/HeXH22, author = {Yu{-}Lin He and Shengsheng Xu and Joshua Zhexue Huang}, title = {Creating synthetic minority class samples based on autoencoder extreme learning machine}, journal = {Pattern Recognit.}, volume = {121}, pages = {108191}, year = {2022}, url = {https://doi.org/10.1016/j.patcog.2021.108191}, doi = {10.1016/J.PATCOG.2021.108191}, timestamp = {Thu, 30 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/HeXH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangCNH22, author = {Chen Wang and Xiaojun Chen and Feiping Nie and Joshua Zhexue Huang}, title = {Directly solving normalized cut for multi-view data}, journal = {Pattern Recognit.}, volume = {130}, pages = {108809}, year = {2022}, url = {https://doi.org/10.1016/j.patcog.2022.108809}, doi = {10.1016/J.PATCOG.2022.108809}, timestamp = {Wed, 29 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/WangCNH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/HeYHF22, author = {Yulin He and Xuan Ye and Joshua Zhexue Huang and Philippe Fournier{-}Viger}, title = {Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {13}, number = {2}, pages = {30:1--30:26}, year = {2022}, url = {https://doi.org/10.1145/3495164}, doi = {10.1145/3495164}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/HeYHF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/YinWGBJLH22, author = {Jianfei Yin and Ruili Wang and Yeqing Guo and Yizhe Bai and Shunda Ju and Weili Liu and Joshua Zhexue Huang}, title = {Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth Flow Matrices}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {16}, number = {2}, pages = {30:1--30:27}, year = {2022}, url = {https://doi.org/10.1145/3464308}, doi = {10.1145/3464308}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkdd/YinWGBJLH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/CuiAMPH22, author = {Laizhong Cui and Sudipta Acharya and Sumit Mishra and Yi Pan and Joshua Zhexue Huang}, title = {MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {34}, number = {9}, pages = {4371--4384}, year = {2022}, url = {https://doi.org/10.1109/TKDE.2020.3035695}, doi = {10.1109/TKDE.2020.3035695}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/CuiAMPH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/HeHXH22, author = {Yulin He and Qihang Huang and Shengsheng Xu and Joshua Zhexue Huang}, editor = {Rage Uday Kiran and Vikram Goyal and P. Krishna Reddy}, title = {A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine}, booktitle = {Database Systems for Advanced Applications. {DASFAA} 2022 International Workshops - BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11-14, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13248}, pages = {21--33}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-11217-1\_2}, doi = {10.1007/978-3-031-11217-1\_2}, timestamp = {Wed, 27 Jul 2022 22:15:46 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/HeHXH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/HuangLYSCH22, author = {Yaodong Huang and Zelin Lin and Tingting Yao and Xiaojun Shang and Laizhong Cui and Joshua Zhexue Huang}, title = {Mobility-aware Seamless Virtual Function Migration in Deviceless Edge Computing Environments}, booktitle = {42nd {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2022, Bologna, Italy, July 10-13, 2022}, pages = {447--457}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICDCS54860.2022.00050}, doi = {10.1109/ICDCS54860.2022.00050}, timestamp = {Thu, 20 Oct 2022 09:13:03 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/HuangLYSCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhangLCZPFH22, author = {Qin Zhang and Qincai Li and Xiaojun Chen and Peng Zhang and Shirui Pan and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, editor = {Xingquan Zhu and Sanjay Ranka and My T. Thai and Takashi Washio and Xindong Wu}, title = {A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022}, pages = {703--712}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICDM54844.2022.00081}, doi = {10.1109/ICDM54844.2022.00081}, timestamp = {Sun, 27 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/ZhangLCZPFH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icppw/DuHFH22, author = {Xueqin Du and Yulin He and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, title = {DenMG: Density-Based Member Generation for Ensemble Clustering}, booktitle = {Workshop Proceedings of the 51st International Conference on Parallel Processing, {ICPP} Workshops 2022, Bordeaux, France, 29 August 2022 - 1 September 2022}, pages = {24:1--24:7}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3547276.3548520}, doi = {10.1145/3547276.3548520}, timestamp = {Mon, 16 Jan 2023 12:03:13 +0100}, biburl = {https://dblp.org/rec/conf/icppw/DuHFH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/OuHFH22, author = {Guiliang Ou and Yulin He and Philippe Fournier{-}Viger and Joshua Zhexue Huang}, title = {Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua, Italy, July 18-23, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IJCNN55064.2022.9892558}, doi = {10.1109/IJCNN55064.2022.9892558}, timestamp = {Mon, 10 Oct 2022 17:40:09 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/OuHFH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dsaa/2022, editor = {Joshua Zhexue Huang and Yi Pan and Barbara Hammer and Muhammad Khurram Khan and Xing Xie and Laizhong Cui and Yulin He}, title = {9th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2022, Shenzhen, China, October 13-16, 2022}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/DSAA54385.2022}, doi = {10.1109/DSAA54385.2022}, isbn = {978-1-6654-7330-9}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cai/MahmudHFRW21, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Xianghua Fu and Rukhsana Ruby and Kaishun Wu}, title = {Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder}, journal = {Comput. Informatics}, volume = {40}, number = {1}, pages = {1--28}, year = {2021}, url = {https://doi.org/10.31577/cai\_2021\_1\_1}, doi = {10.31577/CAI\_2021\_1\_1}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cai/MahmudHFRW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comsis/ValiullinHWY0E21, author = {Timur Valiullin and Zhexue Huang and Chenghao Wei and Jianfei Yin and Dingming Wu and Iuliia Egorova}, title = {A new approximate method for mining frequent itemsets from big data}, journal = {Comput. Sci. Inf. Syst.}, volume = {18}, number = {3}, pages = {641--656}, year = {2021}, url = {https://doi.org/10.2298/csis200124015v}, doi = {10.2298/CSIS200124015V}, timestamp = {Thu, 22 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comsis/ValiullinHWY0E21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/HeWQHJ21, author = {Yulin He and Yingyan Wu and Honglian Qin and Joshua Zhexue Huang and Yi Jin}, title = {Improved I-nice clustering algorithm based on density peaks mechanism}, journal = {Inf. Sci.}, volume = {548}, pages = {177--190}, year = {2021}, url = {https://doi.org/10.1016/j.ins.2020.09.068}, doi = {10.1016/J.INS.2020.09.068}, timestamp = {Thu, 03 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/HeWQHJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/ZhongCNH21, author = {Weichan Zhong and Xiaojun Chen and Feiping Nie and Joshua Zhexue Huang}, title = {Adaptive discriminant analysis for semi-supervised feature selection}, journal = {Inf. Sci.}, volume = {566}, pages = {178--194}, year = {2021}, url = {https://doi.org/10.1016/j.ins.2021.02.035}, doi = {10.1016/J.INS.2021.02.035}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/ZhongCNH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/HeYHHZ21, author = {Yu{-}Lin He and Xuan Ye and De{-}Fa Huang and Joshua Zhexue Huang and Jun{-}Hai Zhai}, title = {Novel kernel density estimator based on ensemble unbiased cross-validation}, journal = {Inf. Sci.}, volume = {581}, pages = {327--344}, year = {2021}, url = {https://doi.org/10.1016/j.ins.2021.09.045}, doi = {10.1016/J.INS.2021.09.045}, timestamp = {Wed, 01 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/HeYHHZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/TrinhWWH21, author = {Thanh Trinh and Dingming Wu and Ruili Wang and Joshua Zhexue Huang}, title = {An effective content-based event recommendation model}, journal = {Multim. Tools Appl.}, volume = {80}, number = {11}, pages = {16599--16618}, year = {2021}, url = {https://doi.org/10.1007/s11042-020-08884-9}, doi = {10.1007/S11042-020-08884-9}, timestamp = {Fri, 04 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/TrinhWWH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/Zhong0W0H21, author = {Weichan Zhong and Xiaojun Chen and Qingyao Wu and Min Yang and Joshua Zhexue Huang}, title = {Selection of diverse features with a diverse regularization}, journal = {Pattern Recognit.}, volume = {120}, pages = {108154}, year = {2021}, url = {https://doi.org/10.1016/j.patcog.2021.108154}, doi = {10.1016/J.PATCOG.2021.108154}, timestamp = {Sat, 04 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/Zhong0W0H21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/DuHH21, author = {Xueqin Du and Yulin He and Joshua Zhexue Huang}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {Random Sample Partition-Based Clustering Ensemble Algorithm for Big Data}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {5885--5887}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671297}, doi = {10.1109/BIGDATA52589.2021.9671297}, timestamp = {Fri, 13 Jan 2023 17:06:49 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/DuHH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/YuHH21, author = {Jiayin Yu and Yulin He and Joshua Zhexue Huang}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {A Two-Stage Missing Value Imputation Method Based on Autoencoder Neural Network}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {6064--6066}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671338}, doi = {10.1109/BIGDATA52589.2021.9671338}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/YuHH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hipc/SalloumH21, author = {Salman Salloum and Joshua Zhexue Huang}, title = {RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters}, booktitle = {28th {IEEE} International Conference on High Performance Computing, Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20, 2021}, pages = {412--417}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/HiPC53243.2021.00058}, doi = {10.1109/HIPC53243.2021.00058}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hipc/SalloumH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/OuHH21, author = {Guiliang Ou and Yulin He and Joshua Zhexue Huang}, title = {A Compressed Hidden Naive Bayesian Classifier}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen, China, July 18-22, 2021}, pages = {1--7}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IJCNN52387.2021.9534201}, doi = {10.1109/IJCNN52387.2021.9534201}, timestamp = {Wed, 29 Sep 2021 17:00:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/OuHH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/YuZXBHL21, author = {Simin Yu and Kuntian Zhang and Chuan Xiao and Xianyu Bao and Joshua Zhexue Huang and Mark Junjie Li}, title = {{BTGAN:} Training {GAN} with Balanced Triplet Loss and Two-Branch Architecture}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen, China, July 18-22, 2021}, pages = {1--8}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IJCNN52387.2021.9533969}, doi = {10.1109/IJCNN52387.2021.9533969}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/YuZXBHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/EmaraH20, author = {Tamer Z. Emara and Joshua Zhexue Huang}, title = {Distributed Data Strategies to Support Large-Scale Data Analysis Across Geo-Distributed Data Centers}, journal = {{IEEE} Access}, volume = {8}, pages = {178526--178538}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.3027675}, doi = {10.1109/ACCESS.2020.3027675}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/EmaraH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/AzharHMLC20, author = {Muhammad Azhar and Joshua Zhexue Huang and Md Abdul Masud and Mark Junjie Li and Laizhong Cui}, title = {A hierarchical Gamma Mixture Model-based method for estimating the number of clusters in complex data}, journal = {Appl. Soft Comput.}, volume = {87}, pages = {105891}, year = {2020}, url = {https://doi.org/10.1016/j.asoc.2019.105891}, doi = {10.1016/J.ASOC.2019.105891}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/asc/AzharHMLC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdatama/AblayevAHKSW20, author = {Farid M. Ablayev and Marat Ablayev and Joshua Zhexue Huang and Kamil Khadiev and Nailya Salikhova and Dingming Wu}, title = {On quantum methods for machine learning problems part {I:} Quantum tools}, journal = {Big Data Min. Anal.}, volume = {3}, number = {1}, pages = {41--55}, year = {2020}, url = {https://doi.org/10.26599/BDMA.2019.9020016}, doi = {10.26599/BDMA.2019.9020016}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bigdatama/AblayevAHKSW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdatama/AblayevAHKSW20a, author = {Farid M. Ablayev and Marat Ablayev and Joshua Zhexue Huang and Kamil Khadiev and Nailya Salikhova and Dingming Wu}, title = {On quantum methods for machine learning problems part {II:} Quantum classification algorithms}, journal = {Big Data Min. Anal.}, volume = {3}, number = {1}, pages = {56--67}, year = {2020}, url = {https://doi.org/10.26599/BDMA.2019.9020018}, doi = {10.26599/BDMA.2019.9020018}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bigdatama/AblayevAHKSW20a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdatama/MahmudHSES20, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Salman Salloum and Tamer Z. Emara and Kuanishbay Sadatdiynov}, title = {A survey of data partitioning and sampling methods to support big data analysis}, journal = {Big Data Min. Anal.}, volume = {3}, number = {2}, pages = {85--101}, year = {2020}, url = {https://doi.org/10.26599/BDMA.2019.9020015}, doi = {10.26599/BDMA.2019.9020015}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdatama/MahmudHSES20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/candie/HeQHJ20, author = {Yu{-}Lin He and Honglian Qin and Joshua Zhexue Huang and Yi Jin}, title = {Novel electricity pattern identification system based on improved I-nice algorithm}, journal = {Comput. Ind. Eng.}, volume = {150}, pages = {106908}, year = {2020}, url = {https://doi.org/10.1016/j.cie.2020.106908}, doi = {10.1016/J.CIE.2020.106908}, timestamp = {Thu, 14 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/candie/HeQHJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/complexity/ZhangHJQAH20, author = {Xiaoliang Zhang and Yulin He and Yi Jin and Honglian Qin and Muhammad Azhar and Joshua Zhexue Huang}, title = {A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism}, journal = {Complex.}, volume = {2020}, pages = {3650926:1--3650926:11}, year = {2020}, url = {https://doi.org/10.1155/2020/3650926}, doi = {10.1155/2020/3650926}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/complexity/ZhangHJQAH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/TrinhWHA20, author = {Thanh Trinh and Dingming Wu and Joshua Zhexue Huang and Muhammad Azhar}, title = {Activeness and Loyalty Analysis in Event-Based Social Networks}, journal = {Entropy}, volume = {22}, number = {1}, pages = {119}, year = {2020}, url = {https://doi.org/10.3390/e22010119}, doi = {10.3390/E22010119}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/TrinhWHA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/WangHHM20, author = {Wenting Wang and Yu{-}Lin He and Joshua Zhexue Huang and Liheng Ma}, title = {A new approach to solve opinion dynamics on complex networks}, journal = {Expert Syst. Appl.}, volume = {145}, pages = {113132}, year = {2020}, url = {https://doi.org/10.1016/j.eswa.2019.113132}, doi = {10.1016/J.ESWA.2019.113132}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/WangHHM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/YinWJBH20, author = {Jianfei Yin and Ruili Wang and Shunda Ju and Yizhe Bai and Joshua Zhexue Huang}, title = {An Asymptotic Statistical Learning Algorithm for Prediction of Key Trading Events}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {2}, pages = {25--35}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.2977590}, doi = {10.1109/MIS.2020.2977590}, timestamp = {Tue, 09 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/YinWJBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcia/MahmudHF20, author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Xianghua Fu}, title = {Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification}, journal = {Int. J. Comput. Intell. Appl.}, volume = {19}, number = {1}, pages = {2050002}, year = {2020}, url = {https://doi.org/10.1142/s1469026820500029}, doi = {10.1142/S1469026820500029}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcia/MahmudHF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/ChenHNHS20, author = {Xiaojun Chen and Weijun Hong and Feiping Nie and Joshua Zhexue Huang and Li Shen}, title = {Enhanced Balanced Min Cut}, journal = {Int. J. Comput. Vis.}, volume = {128}, number = {7}, pages = {1982--1995}, year = {2020}, url = {https://doi.org/10.1007/s11263-020-01320-3}, doi = {10.1007/S11263-020-01320-3}, timestamp = {Thu, 06 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/ChenHNHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/KhanLHS20, author = {Imran Khan and Zongwei Luo and Joshua Zhexue Huang and Waseem Shahzad}, title = {Variable Weighting in Fuzzy k-Means Clustering to Determine the Number of Clusters}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {32}, number = {9}, pages = {1838--1853}, year = {2020}, url = {https://doi.org/10.1109/TKDE.2019.2911582}, doi = {10.1109/TKDE.2019.2911582}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/KhanLHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChenCWFNH20, author = {Xiaojun Chen and Renjie Chen and Qingyao Wu and Yixiang Fang and Feiping Nie and Joshua Zhexue Huang}, title = {{LABIN:} Balanced Min Cut for Large-Scale Data}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {3}, pages = {725--736}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2909425}, doi = {10.1109/TNNLS.2019.2909425}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChenCWFNH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscloud/WuHH20, author = {Yingyan Wu and Yulin He and Joshua Zhexue Huang}, title = {Clustering Ensembles Based on Probability Density Function Estimation}, booktitle = {7th {IEEE} International Conference on Cyber Security and Cloud Computing, CSCloud 2020 / 6th {IEEE} International Conference on Edge Computing and Scalable Cloud, EdgeCom 2020, New York City, NY, USA, August 1-3, 2020}, pages = {126--131}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CSCloud-EdgeCom49738.2020.00029}, doi = {10.1109/CSCLOUD-EDGECOM49738.2020.00029}, timestamp = {Wed, 26 Aug 2020 17:23:33 +0200}, biburl = {https://dblp.org/rec/conf/cscloud/WuHH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscloud/XuHH20, author = {Shengsheng Xu and Yulin He and Joshua Zhexue Huang}, title = {Observation Points-Based Particle Swarm Optimization Algorithm}, booktitle = {7th {IEEE} International Conference on Cyber Security and Cloud Computing, CSCloud 2020 / 6th {IEEE} International Conference on Edge Computing and Scalable Cloud, EdgeCom 2020, New York City, NY, USA, August 1-3, 2020}, pages = {139--144}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CSCloud-EdgeCom49738.2020.00031}, doi = {10.1109/CSCLOUD-EDGECOM49738.2020.00031}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cscloud/XuHH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ica3pp/YeHH20, author = {Xuan Ye and Yulin He and Joshua Zhexue Huang}, editor = {Meikang Qiu}, title = {Attribute Bagging-Based Extreme Learning Machine}, booktitle = {Algorithms and Architectures for Parallel Processing - 20th International Conference, {ICA3PP} 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12453}, pages = {509--522}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-60239-0\_34}, doi = {10.1007/978-3-030-60239-0\_34}, timestamp = {Thu, 01 Oct 2020 14:13:11 +0200}, biburl = {https://dblp.org/rec/conf/ica3pp/YeHH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ksem/BaiYJCH20, author = {Yizhe Bai and Jianfei Yin and Shunda Ju and Zhao Chen and Joshua Zhexue Huang}, editor = {Gang Li and Heng Tao Shen and Ye Yuan and Xiaoyang Wang and Huawen Liu and Xiang Zhao}, title = {Long and Short Term Risk Control for Online Portfolio Selection}, booktitle = {Knowledge Science, Engineering and Management - 13th International Conference, {KSEM} 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12275}, pages = {472--480}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-55393-7\_42}, doi = {10.1007/978-3-030-55393-7\_42}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ksem/BaiYJCH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/SalloumHHC19, author = {Salman Salloum and Joshua Zhexue Huang and Yulin He and Xiaojun Chen}, title = {An Asymptotic Ensemble Learning Framework for Big Data Analysis}, journal = {{IEEE} Access}, volume = {7}, pages = {3675--3693}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2018.2889355}, doi = {10.1109/ACCESS.2018.2889355}, timestamp = {Fri, 18 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/SalloumHHC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/TrinhWH19, author = {Thanh Trinh and Dingming Wu and Joshua Zhexue Huang}, title = {{C3C:} {A} New Static Content-Based Three-Level Web Cache}, journal = {{IEEE} Access}, volume = {7}, pages = {11796--11808}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2892761}, doi = {10.1109/ACCESS.2019.2892761}, timestamp = {Thu, 14 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/TrinhWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dke/MasudHZF19, author = {Md Abdul Masud and Joshua Zhexue Huang and Ming Zhong and Xianghua Fu}, title = {Generate pairwise constraints from unlabeled data for semi-supervised clustering}, journal = {Data Knowl. Eng.}, volume = {123}, year = {2019}, url = {https://doi.org/10.1016/j.datak.2019.101715}, doi = {10.1016/J.DATAK.2019.101715}, timestamp = {Mon, 09 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dke/MasudHZF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/AzharLH19, author = {Muhammad Azhar and Mark Junjie Li and Joshua Zhexue Huang}, title = {A Hierarchical Gamma Mixture Model-Based Method for Classification of High-Dimensional Data}, journal = {Entropy}, volume = {21}, number = {9}, pages = {906}, year = {2019}, url = {https://doi.org/10.3390/e21090906}, doi = {10.3390/E21090906}, timestamp = {Thu, 28 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/AzharLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icl/El-BannaEZHW19, author = {Ahmad A. Aziz El{-}Banna and Basem M. ElHalawany and Ahmed Bayoumy Zaki and Joshua Zhexue Huang and Kaishun Wu}, title = {Machine Learning-Based Multi-Layer Multi-Hop Transmission Scheme for Dense Networks}, journal = {{IEEE} Commun. Lett.}, volume = {23}, number = {12}, pages = {2238--2242}, year = {2019}, url = {https://doi.org/10.1109/LCOMM.2019.2941932}, doi = {10.1109/LCOMM.2019.2941932}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icl/El-BannaEZHW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/WangHMH19, author = {Wenting Wang and Yulin He and Liheng Ma and Joshua Zhexue Huang}, title = {Latent Feature Group Learning for High-Dimensional Data Clustering}, journal = {Inf.}, volume = {10}, number = {6}, pages = {208}, year = {2019}, url = {https://doi.org/10.3390/info10060208}, doi = {10.3390/INFO10060208}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/information/WangHMH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/CuiXYHLWML19, author = {Laizhong Cui and Chong Xu and Shu Yang and Joshua Zhexue Huang and Jianqiang Li and Xizhao Wang and Zhong Ming and Nan Lu}, title = {Joint Optimization of Energy Consumption and Latency in Mobile Edge Computing for Internet of Things}, journal = {{IEEE} Internet Things J.}, volume = {6}, number = {3}, pages = {4791--4803}, year = {2019}, url = {https://doi.org/10.1109/JIOT.2018.2869226}, doi = {10.1109/JIOT.2018.2869226}, timestamp = {Sun, 08 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/CuiXYHLWML19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/JiangHDH19, author = {Jie Jiang and Yu{-}Lin He and De{-}Xin Dai and Joshua Zhexue Huang}, title = {A new kernel density estimator based on the minimum entropy of data set}, journal = {Inf. Sci.}, volume = {491}, pages = {223--231}, year = {2019}, url = {https://doi.org/10.1016/j.ins.2019.04.010}, doi = {10.1016/J.INS.2019.04.010}, timestamp = {Fri, 31 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/JiangHDH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbd/SalloumHH19, author = {Salman Salloum and Joshua Zhexue Huang and Yulin He}, title = {Exploring and cleaning big data with random sample data blocks}, journal = {J. Big Data}, volume = {6}, pages = {45}, year = {2019}, url = {https://doi.org/10.1186/s40537-019-0205-4}, doi = {10.1186/S40537-019-0205-4}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbd/SalloumHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jss/EmaraH19, author = {Tamer Z. Emara and Joshua Zhexue Huang}, title = {A distributed data management system to support large-scale data analysis}, journal = {J. Syst. Softw.}, volume = {148}, pages = {105--115}, year = {2019}, url = {https://doi.org/10.1016/j.jss.2018.11.007}, doi = {10.1016/J.JSS.2018.11.007}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jss/EmaraH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/FuWXWLLH19, author = {Xianghua Fu and Yanzhi Wei and Fan Xu and Ting Wang and Yu Lu and Jianqiang Li and Joshua Zhexue Huang}, title = {Semi-supervised Aspect-level Sentiment Classification Model based on Variational Autoencoder}, journal = {Knowl. Based Syst.}, volume = {171}, pages = {81--92}, year = {2019}, url = {https://doi.org/10.1016/j.knosys.2019.02.008}, doi = {10.1016/J.KNOSYS.2019.02.008}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kbs/FuWXWLLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scp/EmaraH19, author = {Tamer Z. Emara and Joshua Zhexue Huang}, title = {RRPlib: {A} spark library for representing {HDFS} blocks as a set of random sample data blocks}, journal = {Sci. Comput. Program.}, volume = {184}, year = {2019}, url = {https://doi.org/10.1016/j.scico.2019.102301}, doi = {10.1016/J.SCICO.2019.102301}, timestamp = {Tue, 26 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/scp/EmaraH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcbb/ChenHWY19, author = {Xiaojun Chen and Joshua Zhexue Huang and Qingyao Wu and Min Yang}, title = {Subspace Weighting Co-Clustering of Gene Expression Data}, journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.}, volume = {16}, number = {2}, pages = {352--364}, year = {2019}, url = {https://doi.org/10.1109/TCBB.2017.2705686}, doi = {10.1109/TCBB.2017.2705686}, timestamp = {Mon, 03 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcbb/ChenHWY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tii/SalloumHH19, author = {Salman Salloum and Joshua Zhexue Huang and Yulin He}, title = {Random Sample Partition: {A} Distributed Data Model for Big Data Analysis}, journal = {{IEEE} Trans. Ind. Informatics}, volume = {15}, number = {11}, pages = {5846--5854}, year = {2019}, url = {https://doi.org/10.1109/TII.2019.2912723}, doi = {10.1109/TII.2019.2912723}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tii/SalloumHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/SalloumWH19, author = {Salman Salloum and Yinxu Wu and Joshua Zhexue Huang}, editor = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu}, title = {A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters}, booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019}, pages = {2481--2484}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3357384.3358124}, doi = {10.1145/3357384.3358124}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/SalloumWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/0001LJH19, author = {Dingming Wu and Dexin Luo and Christian S. Jensen and Joshua Zhexue Huang}, editor = {Guoliang Li and Jun Yang and Jo{\~{a}}o Gama and Juggapong Natwichai and Yongxin Tong}, title = {Efficiently Mining Maximal Diverse Frequent Itemsets}, booktitle = {Database Systems for Advanced Applications - 24th International Conference, {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11447}, pages = {191--207}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-18579-4\_12}, doi = {10.1007/978-3-030-18579-4\_12}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dasfaa/0001LJH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuangHDWH19, author = {Tinglin Huang and Yulin He and De{-}Xin Dai and Wenting Wang and Joshua Zhexue Huang}, editor = {Leong Hou U and Hady W. Lauw}, title = {Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17, 2019, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11607}, pages = {153--163}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-26142-9\_14}, doi = {10.1007/978-3-030-26142-9\_14}, timestamp = {Thu, 12 Sep 2019 15:27:44 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuangHDWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rcdl/ValiullinHY019, author = {Timur Valiullin and Joshua Zhexue Huang and Jianfei Yin and Dingming Wu}, editor = {Alexander M. Elizarov and Boris Novikov and Sergey A. Stupnikov}, title = {A New Approach for Approximately Mining Frequent Itemsets}, booktitle = {Selected Papers of the {XXI} International Conference on Data Analytics and Management in Data Intensive Domains {(DAMDID/RCDL} 2019), Kazan, Russia, October 15-18, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2523}, pages = {46--58}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2523/paper07.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:54 +0100}, biburl = {https://dblp.org/rec/conf/rcdl/ValiullinHY019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rivf/TrinhN0HE19, author = {Thanh Trinh and Ngoc{-}Tuan Nguyen and Dingming Wu and Joshua Zhexue Huang and Tamer Z. Emara}, title = {A New Location-Based Topic Model for Event Attendees Recommendation}, booktitle = {2019 {IEEE-RIVF} International Conference on Computing and Communication Technologies, {RIVF} 2019, Danang, Vietnam, March 20-22, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/RIVF.2019.8713716}, doi = {10.1109/RIVF.2019.8713716}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rivf/TrinhN0HE19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/secon/El-BannaZEHW19, author = {Ahmad A. Aziz El{-}Banna and Ahmed Bayoumy Zaki and Basem M. ElHalawany and Joshua Zhexue Huang and Kaishun Wu}, title = {Machine Learning Based Dynamic Cooperative Transmission Framework for IoUT Networks}, booktitle = {16th Annual {IEEE} International Conference on Sensing, Communication, and Networking, {SECON} 2019, Boston, MA, USA, June 10-13, 2019}, pages = {1--9}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SAHCN.2019.8824858}, doi = {10.1109/SAHCN.2019.8824858}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/secon/El-BannaZEHW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/websci/WangLHL19, author = {Yaowei Wang and Qing Li and Zhexue Huang and Mark Junjie Li}, editor = {Paolo Boldi and Brooke Foucault Welles and Katharina Kinder{-}Kurlanda and Christo Wilson and Isabella Peters and Wagner Meira Jr.}, title = {{EAN:} Event Attention Network for Stock Price Trend Prediction based on Sentimental Embedding}, booktitle = {Proceedings of the 11th {ACM} Conference on Web Science, WebSci 2019, Boston, MA, USA, June 30 - July 03, 2019}, pages = {311--320}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292522.3326014}, doi = {10.1145/3292522.3326014}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/websci/WangLHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-05510, author = {Ahmed Bayoumy Zaki and Joshua Zhexue Huang and Kaishun Wu and Basem M. ElHalawany}, title = {Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems}, journal = {CoRR}, volume = {abs/1910.05510}, year = {2019}, url = {http://arxiv.org/abs/1910.05510}, eprinttype = {arXiv}, eprint = {1910.05510}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-05510.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/MasudHMF18, author = {Md Abdul Masud and Joshua Zhexue Huang and Ming Zhong and Xianghua Fu}, title = {Cluster Survival Model of Concept Drift in Load Profile Data}, journal = {{IEEE} Access}, volume = {6}, pages = {51269--51285}, year = {2018}, url = {https://doi.org/10.1109/ACCESS.2018.2869129}, doi = {10.1109/ACCESS.2018.2869129}, timestamp = {Thu, 10 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/MasudHMF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/adac/WangNHN18, author = {Qiang Wang and Thanh{-}Tung Nguyen and Joshua Zhexue Huang and Thuy Thi Nguyen}, title = {An efficient random forests algorithm for high dimensional data classification}, journal = {Adv. Data Anal. Classif.}, volume = {12}, number = {4}, pages = {953--972}, year = {2018}, url = {https://doi.org/10.1007/s11634-018-0318-1}, doi = {10.1007/S11634-018-0318-1}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/adac/WangNHN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/HeZAH18, author = {Yu{-}Lin He and Xiaoliang Zhang and Wei Ao and Joshua Zhexue Huang}, title = {Determining the optimal temperature parameter for Softmax function in reinforcement learning}, journal = {Appl. Soft Comput.}, volume = {70}, pages = {80--85}, year = {2018}, url = {https://doi.org/10.1016/j.asoc.2018.05.012}, doi = {10.1016/J.ASOC.2018.05.012}, timestamp = {Wed, 10 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/HeZAH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/HeWLAH18, author = {Yu{-}Lin He and Chenghao Wei and Hao Long and Rana Aamir Raza Ashfaq and Joshua Zhexue Huang}, title = {Random weight network-based fuzzy nonlinear regression for trapezoidal fuzzy number data}, journal = {Appl. Soft Comput.}, volume = {70}, pages = {959--979}, year = {2018}, url = {https://doi.org/10.1016/j.asoc.2017.08.006}, doi = {10.1016/J.ASOC.2017.08.006}, timestamp = {Mon, 24 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/HeWLAH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/CuiZLWYMHL18, author = {Laizhong Cui and Kai Zhang and Genghui Li and Xizhao Wang and Shu Yang and Zhong Ming and Joshua Zhexue Huang and Nan Lu}, title = {A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application}, journal = {Future Gener. Comput. Syst.}, volume = {89}, pages = {478--493}, year = {2018}, url = {https://doi.org/10.1016/j.future.2018.06.054}, doi = {10.1016/J.FUTURE.2018.06.054}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fgcs/CuiZLWYMHL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/KhanHLM18, author = {Imran Khan and Joshua Zhexue Huang and Zongwei Luo and Md Abdul Masud}, title = {{CPLP:} An algorithm for tracking the changes of power consumption patterns in load profile data over time}, journal = {Inf. Sci.}, volume = {429}, pages = {332--348}, year = {2018}, url = {https://doi.org/10.1016/j.ins.2017.11.006}, doi = {10.1016/J.INS.2017.11.006}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/KhanHLM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/MasudHWWKM18, author = {Md Abdul Masud and Joshua Zhexue Huang and Chenghao Wei and Jikui Wang and Imran Khan and Ming Zhong}, title = {I-nice: {A} new approach for identifying the number of clusters and initial cluster centres}, journal = {Inf. Sci.}, volume = {466}, pages = {129--151}, year = {2018}, url = {https://doi.org/10.1016/j.ins.2018.07.034}, doi = {10.1016/J.INS.2018.07.034}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/MasudHWWKM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/FuSWCH18, author = {Xianghua Fu and Xudong Sun and Haiying Wu and Laizhong Cui and Joshua Zhexue Huang}, title = {Weakly supervised topic sentiment joint model with word embeddings}, journal = {Knowl. Based Syst.}, volume = {147}, pages = {43--54}, year = {2018}, url = {https://doi.org/10.1016/j.knosys.2018.02.012}, doi = {10.1016/J.KNOSYS.2018.02.012}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/FuSWCH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ChenYHM18, author = {Xiaojun Chen and Min Yang and Joshua Zhexue Huang and Zhong Ming}, title = {{TWCC:} Automated Two-way Subspace Weighting Partitional Co-Clustering}, journal = {Pattern Recognit.}, volume = {76}, pages = {404--415}, year = {2018}, url = {https://doi.org/10.1016/j.patcog.2017.10.026}, doi = {10.1016/J.PATCOG.2017.10.026}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/ChenYHM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ChenFYNZH18, author = {Xiaojun Chen and Yixiang Fang and Min Yang and Feiping Nie and Zhou Zhao and Joshua Zhexue Huang}, title = {PurTreeClust: {A} Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {30}, number = {3}, pages = {559--572}, year = {2018}, url = {https://doi.org/10.1109/TKDE.2017.2763620}, doi = {10.1109/TKDE.2017.2763620}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ChenFYNZH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/CaoHLZMFQ18, author = {Fuyuan Cao and Joshua Zhexue Huang and Jiye Liang and Xingwang Zhao and Yinfeng Meng and Kai Feng and Yuhua Qian}, title = {An Algorithm for Clustering Categorical Data With Set-Valued Features}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {10}, pages = {4593--4606}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2017.2770167}, doi = {10.1109/TNNLS.2017.2770167}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/CaoHLZMFQ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChenYWNCH18, author = {Xiaojun Chen and Guowen Yuan and Wenting Wang and Feiping Nie and Xiaojun Chang and Joshua Zhexue Huang}, title = {Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {12}, pages = {6362--6373}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2018.2830186}, doi = {10.1109/TNNLS.2018.2830186}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChenYWNCH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/MasudHZFM18, author = {Md Abdul Masud and Joshua Zhexue Huang and Ming Zhong and Xianghua Fu and Mohammad Sultan Mahmud}, editor = {Guojun Gan and Bohan Li and Xue Li and Shuliang Wang}, title = {Slice{\_}OP: Selecting Initial Cluster Centers Using Observation Points}, booktitle = {Advanced Data Mining and Applications - 14th International Conference, {ADMA} 2018, Nanjing, China, November 16-18, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11323}, pages = {17--30}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-05090-0\_2}, doi = {10.1007/978-3-030-05090-0\_2}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/adma/MasudHZFM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausdm/MahmudFHM18, author = {Mohammad Sultan Mahmud and Xianghua Fu and Joshua Zhexue Huang and Md Abdul Masud}, editor = {Md. Rafiqul Islam and Yun Sing Koh and Yanchang Zhao and Warwick Graco and David Stirling and Chang{-}Tsun Li and Md Zahidul Islam}, title = {High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder}, booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {996}, pages = {30--42}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-981-13-6661-1\_3}, doi = {10.1007/978-981-13-6661-1\_3}, timestamp = {Thu, 23 Jun 2022 19:58:25 +0200}, biburl = {https://dblp.org/rec/conf/ausdm/MahmudFHM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cloud2/WeiSEZHH18, author = {Chenghao Wei and Salman Salloum and Tamer Z. Emara and Xiaoliang Zhang and Joshua Zhexue Huang and Yu{-}Lin He}, editor = {Min Luo and Liang{-}Jie Zhang}, title = {A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis}, booktitle = {Cloud Computing - {CLOUD} 2018 - 11th International Conference, Held as Part of the Services Conference Federation, {SCF} 2018, Seattle, WA, USA, June 25-30, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10967}, pages = {347--364}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-94295-7\_24}, doi = {10.1007/978-3-319-94295-7\_24}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cloud2/WeiSEZHH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChenHNHYH18, author = {Xiaojun Chen and Weijun Hong and Feiping Nie and Dan He and Min Yang and Joshua Zhexue Huang}, editor = {Yike Guo and Faisal Farooq}, title = {Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut}, booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK, August 19-23, 2018}, pages = {1206--1215}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3219819.3220039}, doi = {10.1145/3219819.3220039}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ChenHNHYH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/JiangHH18, author = {Jie Jiang and Yu{-}Lin He and Joshua Zhexue Huang}, editor = {Mohadeseh Ganji and Lida Rashidi and Benjamin C. M. Fung and Can Wang}, title = {Particle Swarm Optimization-Based Weighted-Nadaraya-Watson Estimator}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11154}, pages = {267--279}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-04503-6\_27}, doi = {10.1007/978-3-030-04503-6\_27}, timestamp = {Mon, 18 Nov 2019 16:29:08 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/JiangHH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/YangQLZZCH18, author = {Min Yang and Qiang Qu and Kai Lei and Jia Zhu and Zhou Zhao and Xiaojun Chen and Joshua Zhexue Huang}, editor = {Martin Ester and Dino Pedreschi}, title = {Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {630--638}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.71}, doi = {10.1137/1.9781611975321.71}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/YangQLZZCH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amc/CaoHL17, author = {Fuyuan Cao and Joshua Zhexue Huang and Jiye Liang}, title = {A fuzzy SV-k-modes algorithm for clustering categorical data with set-valued attributes}, journal = {Appl. Math. Comput.}, volume = {295}, pages = {1--15}, year = {2017}, url = {https://doi.org/10.1016/j.amc.2016.09.023}, doi = {10.1016/J.AMC.2016.09.023}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/amc/CaoHL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/CaoYHL17, author = {Fuyuan Cao and Liqin Yu and Joshua Zhexue Huang and Jiye Liang}, title = {k-mw-modes: An algorithm for clustering categorical matrix-object data}, journal = {Appl. Soft Comput.}, volume = {57}, pages = {605--614}, year = {2017}, url = {https://doi.org/10.1016/j.asoc.2017.04.019}, doi = {10.1016/J.ASOC.2017.04.019}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/asc/CaoYHL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/ChenPHNM17, author = {Xiaojun Chen and Si Peng and Joshua Zhexue Huang and Feiping Nie and Yong Ming}, title = {Local PurTree Spectral Clustering for Massive Customer Transaction Data}, journal = {{IEEE} Intell. Syst.}, volume = {32}, number = {2}, pages = {37--44}, year = {2017}, url = {https://doi.org/10.1109/MIS.2017.41}, doi = {10.1109/MIS.2017.41}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/ChenPHNM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/AshfaqWHAH17, author = {Rana Aamir Raza Ashfaq and Xi{-}Zhao Wang and Joshua Zhexue Huang and Haider Abbas and Yu{-}Lin He}, title = {Fuzziness based semi-supervised learning approach for intrusion detection system}, journal = {Inf. Sci.}, volume = {378}, pages = {484--497}, year = {2017}, url = {https://doi.org/10.1016/j.ins.2016.04.019}, doi = {10.1016/J.INS.2016.04.019}, timestamp = {Wed, 14 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/AshfaqWHAH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/WangHGL17, author = {Jianguo Wang and Joshua Zhexue Huang and Jiafeng Guo and Yanyan Lan}, title = {Query ranking model for search engine query recommendation}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {8}, number = {3}, pages = {1019--1038}, year = {2017}, url = {https://doi.org/10.1007/s13042-015-0362-5}, doi = {10.1007/S13042-015-0362-5}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlc/WangHGL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/ZhaoSCH17, author = {He Zhao and Salman Salloum and Yeshou Cai and Joshua Zhexue Huang}, title = {Ensemble subspace clustering of text data using two-level features}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {8}, number = {6}, pages = {1751--1766}, year = {2017}, url = {https://doi.org/10.1007/s13042-016-0556-5}, doi = {10.1007/S13042-016-0556-5}, timestamp = {Tue, 23 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/ZhaoSCH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdata/HeHLWW17, author = {Yu{-}Lin He and Joshua Zhexue Huang and Hao Long and Qiang Wang and Chenghao Wei}, editor = {George Karypis and Jia Zhang}, title = {I-Sampling: {A} New Block-Based Sampling Method for Large-Scale Dataset}, booktitle = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017, Honolulu, HI, USA, June 25-30, 2017}, pages = {360--367}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigDataCongress.2017.53}, doi = {10.1109/BIGDATACONGRESS.2017.53}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdata/HeHLWW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/0004HNCW17, author = {Xiaojun Chen and Joshua Zhexue Huang and Feiping Nie and Renjie Chen and Qingyao Wu}, title = {A Self-Balanced Min-Cut Algorithm for Image Clustering}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {2080--2088}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.227}, doi = {10.1109/ICCV.2017.227}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/0004HNCW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/AoHHH17, author = {Wei Ao and Yu{-}Lin He and Joshua Zhexue Huang and Yupeng He}, editor = {Derong Liu and Shengli Xie and Yuanqing Li and Dongbin Zhao and El{-}Sayed M. El{-}Alfy}, title = {Improving Generalization Capability of Extreme Learning Machine with Synthetic Instances Generation}, booktitle = {Neural Information Processing - 24th International Conference, {ICONIP} 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10634}, pages = {3--12}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-70087-8\_1}, doi = {10.1007/978-3-319-70087-8\_1}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/AoHHH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0004NHY17, author = {Xiaojun Chen and Feiping Nie and Joshua Zhexue Huang and Min Yang}, editor = {Carles Sierra}, title = {Scalable Normalized Cut with Improved Spectral Rotation}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1518--1524}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/210}, doi = {10.24963/IJCAI.2017/210}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/0004NHY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0004YNH17, author = {Xiaojun Chen and Guowen Yuan and Feiping Nie and Joshua Zhexue Huang}, editor = {Carles Sierra}, title = {Semi-supervised Feature Selection via Rescaled Linear Regression}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1525--1531}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/211}, doi = {10.24963/IJCAI.2017/211}, timestamp = {Wed, 10 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/0004YNH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LongHHW17, author = {Hao Long and Yu{-}Lin He and Joshua Zhexue Huang and Qiang Wang}, editor = {U Kang and Ee{-}Peng Lim and Jeffrey Xu Yu and Yang{-}Sae Moon}, title = {Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2017 Workshops, MLSDA, BDM, DM-BPM, Jeju, South Korea, May 23, 2017, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10526}, pages = {116--128}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-67274-8\_11}, doi = {10.1007/978-3-319-67274-8\_11}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LongHHW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wise/TrinhWH17, author = {Thanh Trinh and Dingming Wu and Joshua Zhexue Huang}, editor = {Athman Bouguettaya and Yunjun Gao and Andrey Klimenko and Lu Chen and Xiangliang Zhang and Fedor Dzerzhinskiy and Weijia Jia and Stanislav V. Klimenko and Qing Li}, title = {A New Static Web Caching Mechanism Based on Mutual Dependency Between Result Cache and Posting List Cache}, booktitle = {Web Information Systems Engineering - {WISE} 2017 - 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10570}, pages = {148--156}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-68786-5\_12}, doi = {10.1007/978-3-319-68786-5\_12}, timestamp = {Tue, 24 Nov 2020 16:44:23 +0100}, biburl = {https://dblp.org/rec/conf/wise/TrinhWH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-04146, author = {Salman Salloum and Yu{-}Lin He and Joshua Zhexue Huang and Xiaoliang Zhang and Tamer Z. Emara}, title = {A Random Sample Partition Data Model for Big Data Analysis}, journal = {CoRR}, volume = {abs/1712.04146}, year = {2017}, url = {http://arxiv.org/abs/1712.04146}, eprinttype = {arXiv}, eprint = {1712.04146}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-04146.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/KhanHMJ16, author = {Imran Khan and Joshua Zhexue Huang and Md Abdul Masud and Qingshan Jiang}, title = {Segmentation of Factories on Electricity Consumption Behaviors Using Load Profile Data}, journal = {{IEEE} Access}, volume = {4}, pages = {8394--8406}, year = {2016}, url = {https://doi.org/10.1109/ACCESS.2016.2619898}, doi = {10.1109/ACCESS.2016.2619898}, timestamp = {Wed, 04 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/KhanHMJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/SalloumD0PH16, author = {Salman Salloum and Ruslan Dautov and Xiaojun Chen and Patrick Xiaogang Peng and Joshua Zhexue Huang}, title = {Big data analytics on Apache Spark}, journal = {Int. J. Data Sci. Anal.}, volume = {1}, number = {3-4}, pages = {145--164}, year = {2016}, url = {https://doi.org/10.1007/s41060-016-0027-9}, doi = {10.1007/S41060-016-0027-9}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/SalloumD0PH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/KhanHI16, author = {Imran Khan and Joshua Zhexue Huang and Kamen Ivanov}, title = {Incremental density-based ensemble clustering over evolving data streams}, journal = {Neurocomputing}, volume = {191}, pages = {34--43}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2016.01.009}, doi = {10.1016/J.NEUCOM.2016.01.009}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/KhanHI16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangHWGL16, author = {Jianguo Wang and Joshua Zhexue Huang and Dingming Wu and Jiafeng Guo and Yanyan Lan}, title = {An incremental model on search engine query recommendation}, journal = {Neurocomputing}, volume = {218}, pages = {423--431}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2016.09.003}, doi = {10.1016/J.NEUCOM.2016.09.003}, timestamp = {Tue, 27 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WangHWGL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/HeWH16, author = {Yu{-}Lin He and Xizhao Wang and Joshua Zhexue Huang}, title = {Fuzzy nonlinear regression analysis using a random weight network}, journal = {Inf. Sci.}, volume = {364-365}, pages = {222--240}, year = {2016}, url = {https://doi.org/10.1016/j.ins.2016.01.037}, doi = {10.1016/J.INS.2016.01.037}, timestamp = {Tue, 06 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/HeWH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiLFMH16, author = {Jianqiang Li and Jing Li and Xianghua Fu and Md Abdul Masud and Joshua Zhexue Huang}, title = {Learning distributed word representation with multi-contextual mixed embedding}, journal = {Knowl. Based Syst.}, volume = {106}, pages = {220--230}, year = {2016}, url = {https://doi.org/10.1016/j.knosys.2016.05.045}, doi = {10.1016/J.KNOSYS.2016.05.045}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kbs/LiLFMH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bdc/SalloumHH16, author = {Salman Salloum and Joshua Zhexue Huang and Yu{-}Lin He}, editor = {Ashiq Anjum and Xinghui Zhao}, title = {Empirical analysis of asymptotic ensemble learning for big data}, booktitle = {Proceedings of the 3rd {IEEE/ACM} International Conference on Big Data Computing, Applications and Technologies, {BDCAT} 2016, Shanghai, China, December 6-9, 2016}, pages = {8--17}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/3006299.3006306}, doi = {10.1145/3006299.3006306}, timestamp = {Mon, 09 Aug 2021 14:54:02 +0200}, biburl = {https://dblp.org/rec/conf/bdc/SalloumHH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/ChenHL16, author = {Xiaojun Chen and Joshua Zhexue Huang and Jun Luo}, title = {PurTreeClust: {A} purchase tree clustering algorithm for large-scale customer transaction data}, booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016, Helsinki, Finland, May 16-20, 2016}, pages = {661--672}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDE.2016.7498279}, doi = {10.1109/ICDE.2016.7498279}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/ChenHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/paisi/Zhao0NHWC16, author = {He Zhao and Xiaojun Chen and Thanh{-}Tung Nguyen and Joshua Zhexue Huang and Graham J. Williams and Hui Chen}, editor = {Michael Chau and G. Alan Wang and Hsinchun Chen}, title = {Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data}, booktitle = {Intelligence and Security Informatics - 11th Pacific Asia Workshop, {PAISI} 2016, Auckland, New Zealand, April 19, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9650}, pages = {63--72}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31863-9\_5}, doi = {10.1007/978-3-319-31863-9\_5}, timestamp = {Tue, 23 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/paisi/Zhao0NHWC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HeAHW16, author = {Yu{-}Lin He and Rana Aamir Raza Ashfaq and Joshua Zhexue Huang and Xizhao Wang}, editor = {Huiping Cao and Jinyan Li and Ruili Wang}, title = {Imbalanced {ELM} Based on Normal Density Estimation for Binary-Class Classification}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2016 Workshops, BDM, MLSDA, PACC, {WDMBF} Auckland, New Zealand, April 19, 2016, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9794}, pages = {48--60}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-42996-0\_5}, doi = {10.1007/978-3-319-42996-0\_5}, timestamp = {Wed, 07 Apr 2021 15:15:53 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HeAHW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rivf/Trinh0SNH16, author = {Thanh Trinh and Dingming Wu and Salman Salloum and Tung Nguyen and Joshua Zhexue Huang}, editor = {Tru Cao and Yo{-}Sung Ho}, title = {A frequency-based gene selection method with random forests for gene data analysis}, booktitle = {2016 {IEEE} {RIVF} International Conference on Computing {\&} Communication Technologies, Research, Innovation, and Vision for the Future, {RIVF} 2016, Hanoi, Vietnam, November 7-9, 2016}, pages = {193--198}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/RIVF.2016.7800293}, doi = {10.1109/RIVF.2016.7800293}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rivf/Trinh0SNH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2016-1, editor = {James Bailey and Latifur Khan and Takashi Washio and Gillian Dobbie and Joshua Zhexue Huang and Ruili Wang}, title = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9651}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31753-3}, doi = {10.1007/978-3-319-31753-3}, isbn = {978-3-319-31752-6}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2016-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2016-2, editor = {James Bailey and Latifur Khan and Takashi Washio and Gillian Dobbie and Joshua Zhexue Huang and Ruili Wang}, title = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9652}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-31750-2}, doi = {10.1007/978-3-319-31750-2}, isbn = {978-3-319-31749-6}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2016-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcgenomics/NguyenHWNL15, author = {Thanh{-}Tung Nguyen and Joshua Zhexue Huang and Qingyao Wu and Thuy Thi Nguyen and Mark Junjie Li}, title = {Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests}, journal = {{BMC} Genom.}, volume = {16}, number = {{S-2}}, pages = {S5}, year = {2015}, url = {https://doi.org/10.1186/1471-2164-16-S2-S5}, doi = {10.1186/1471-2164-16-S2-S5}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcgenomics/NguyenHWNL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fss/WangH15, author = {Xizhao Wang and Joshua Zhexue Huang}, title = {Editorial: Uncertainty in learning from big data}, journal = {Fuzzy Sets Syst.}, volume = {258}, pages = {1--4}, year = {2015}, url = {https://doi.org/10.1016/j.fss.2014.10.010}, doi = {10.1016/J.FSS.2014.10.010}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fss/WangH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangHGL15, author = {Jianguo Wang and Joshua Zhexue Huang and Jiafeng Guo and Yanyan Lan}, title = {Recommending high-utility search engine queries via a query-recommending model}, journal = {Neurocomputing}, volume = {167}, pages = {195--208}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2015.04.076}, doi = {10.1016/J.NEUCOM.2015.04.076}, timestamp = {Tue, 27 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WangHGL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jdwm/ZhaoLZHLFF15, author = {Zhongying Zhao and Chao Li and Yong Zhang and Joshua Zhexue Huang and Jun Luo and Shengzhong Feng and Jianping Fan}, title = {Identifying and Analyzing Popular Phrases Multi-Dimensionally in Social Media Data}, journal = {Int. J. Data Warehous. Min.}, volume = {11}, number = {3}, pages = {98--112}, year = {2015}, url = {https://doi.org/10.4018/IJDWM.2015070105}, doi = {10.4018/IJDWM.2015070105}, timestamp = {Thu, 20 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jdwm/ZhaoLZHLFF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/FuYHC15, author = {Xianghua Fu and Kun Yang and Joshua Zhexue Huang and Laizhong Cui}, title = {Dynamic non-parametric joint sentiment topic mixture model}, journal = {Knowl. Based Syst.}, volume = {82}, pages = {102--114}, year = {2015}, url = {https://doi.org/10.1016/j.knosys.2015.02.021}, doi = {10.1016/J.KNOSYS.2015.02.021}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/FuYHC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NguyenHN15, author = {Thanh{-}Tung Nguyen and Joshua Zhexue Huang and Thuy Thi Nguyen}, title = {Two-level quantile regression forests for bias correction in range prediction}, journal = {Mach. Learn.}, volume = {101}, number = {1-3}, pages = {325--343}, year = {2015}, url = {https://doi.org/10.1007/s10994-014-5452-1}, doi = {10.1007/S10994-014-5452-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NguyenHN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/JingTH15, author = {Liping Jing and Kuang Tian and Joshua Zhexue Huang}, title = {Stratified feature sampling method for ensemble clustering of high dimensional data}, journal = {Pattern Recognit.}, volume = {48}, number = {11}, pages = {3688--3702}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2015.05.006}, doi = {10.1016/J.PATCOG.2015.05.006}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/JingTH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HeHWR15, author = {Yu{-}Lin He and Joshua Zhexue Huang and Xizhao Wang and Rana Aamir Raza}, 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 = {Use Correlation Coefficients in Gaussian Process to Train Stable {ELM} Models}, 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 = {405--417}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18038-0\_32}, doi = {10.1007/978-3-319-18038-0\_32}, timestamp = {Tue, 24 Aug 2021 17:53:57 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HeHWR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/NguyenZHNL15, author = {Thanh{-}Tung Nguyen and He Zhao and Joshua Zhexue Huang and Thuy Thi Nguyen and Mark Junjie Li}, 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 New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data}, 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 = {459--470}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18032-8\_36}, doi = {10.1007/978-3-319-18032-8\_36}, timestamp = {Tue, 23 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/NguyenZHNL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/CaoHL14, author = {Fuyuan Cao and Joshua Zhexue Huang and Jiye Liang}, title = {Trend analysis of categorical data streams with a concept change method}, journal = {Inf. Sci.}, volume = {276}, pages = {160--173}, year = {2014}, url = {https://doi.org/10.1016/j.ins.2014.02.052}, doi = {10.1016/J.INS.2014.02.052}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/CaoHL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/XiongWJH14, author = {Tengke Xiong and Shengrui Wang and Qingshan Jiang and Joshua Zhexue Huang}, title = {A Novel Variable-order Markov Model for Clustering Categorical Sequences}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {26}, number = {10}, pages = {2339--2353}, year = {2014}, url = {https://doi.org/10.1109/TKDE.2013.104}, doi = {10.1109/TKDE.2013.104}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/XiongWJH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmlc/TungHNK14, author = {Nguyen Thanh Tung and Joshua Zhexue Huang and Thuy Thi Nguyen and Imran Khan}, title = {Bias-corrected Quantile Regression Forests for high-dimensional data}, booktitle = {2014 International Conference on Machine Learning and Cybernetics, Lanzhou, China, July 13-16, 2014}, pages = {1--6}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICMLC.2014.7009082}, doi = {10.1109/ICMLC.2014.7009082}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmlc/TungHNK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/paisi/CaiCPH14, author = {Yeshou Cai and Xiaojun Chen and Patrick Xiaogang Peng and Joshua Zhexue Huang}, editor = {Michael Chau and Hsinchun Chen and G. Alan Wang and Jau{-}Hwang Wang}, title = {A {LDA} Feature Grouping Method for Subspace Clustering of Text Data}, booktitle = {Intelligence and Security Informatics - Pacific Asia Workshop, {PAISI} 2014, Tainan, Taiwan, May 13, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8440}, pages = {78--90}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-06677-6\_7}, doi = {10.1007/978-3-319-06677-6\_7}, timestamp = {Sun, 25 Jul 2021 11:47:42 +0200}, biburl = {https://dblp.org/rec/conf/paisi/CaiCPH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/TungHKLW14, author = {Nguyen Thanh Tung and Joshua Zhexue Huang and Imran Khan and Mark Junjie Li and Graham J. Williams}, editor = {Vincent S. Tseng and Tu Bao Ho and Zhi{-}Hua Zhou and Arbee L. P. Chen and Hung{-}Yu Kao}, title = {Extensions to Quantile Regression Forests for Very High-Dimensional Data}, booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8444}, pages = {247--258}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-06605-9\_21}, doi = {10.1007/978-3-319-06605-9\_21}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/TungHKLW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/KhanHTW14, author = {Imran Khan and Joshua Zhexue Huang and Nguyen Thanh Tung and Graham J. Williams}, editor = {Wen{-}Chih Peng and Haixun Wang and James Bailey and Vincent S. Tseng and Tu Bao Ho and Zhi{-}Hua Zhou and Arbee L. P. Chen}, title = {Ensemble Clustering of High Dimensional Data with FastMap Projection}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8643}, pages = {483--493}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-13186-3\_43}, doi = {10.1007/978-3-319-13186-3\_43}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/KhanHTW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/WangH14, author = {Jianguo Wang and Joshua Zhexue Huang}, editor = {Wen{-}Chih Peng and Haixun Wang and James Bailey and Vincent S. Tseng and Tu Bao Ho and Zhi{-}Hua Zhou and Arbee L. P. Chen}, title = {{QRM:} {A} Probabilistic Model for Search Engine Query Recommendation}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8643}, pages = {665--676}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-13186-3\_59}, doi = {10.1007/978-3-319-13186-3\_59}, timestamp = {Tue, 27 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/WangH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icdm/2014, editor = {Ravi Kumar and Hannu Toivonen and Jian Pei and Joshua Zhexue Huang and Xindong Wu}, title = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014, Shenzhen, China, December 14-17, 2014}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://ieeexplore.ieee.org/xpl/conhome/7022262/proceeding}, isbn = {978-1-4799-4302-9}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icdm/2014w, editor = {Zhi{-}Hua Zhou and Wei Wang and Ravi Kumar and Hannu Toivonen and Jian Pei and Joshua Zhexue Huang and Xindong Wu}, title = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops 2014, Shenzhen, China, December 14, 2014}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://ieeexplore.ieee.org/xpl/conhome/7022263/proceeding}, isbn = {978-1-4799-4274-9}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/2014w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmb/WangYHF13, author = {Qiang Wang and Yunming Ye and Joshua Zhexue Huang and Shengzhong Feng}, title = {Post-processing strategies for improving local gene expression pattern analysis}, journal = {Int. J. Data Min. Bioinform.}, volume = {7}, number = {1}, pages = {1--21}, year = {2013}, url = {https://doi.org/10.1504/IJDMB.2013.050976}, doi = {10.1504/IJDMB.2013.050976}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmb/WangYHF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiYSHHL13, author = {Yan Li and Yunming Ye and Zhaocai Sun and Edward Hung and Joshua Zhexue Huang and Yueping Li}, title = {An ensemble of decision cluster crotches for classification of high dimensional data}, journal = {Knowl. Based Syst.}, volume = {43}, pages = {63--73}, year = {2013}, url = {https://doi.org/10.1016/j.knosys.2013.01.009}, doi = {10.1016/J.KNOSYS.2013.01.009}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/LiYSHHL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/YeWHNL13, author = {Yunming Ye and Qingyao Wu and Joshua Zhexue Huang and Michael K. Ng and Xutao Li}, title = {Stratified sampling for feature subspace selection in random forests for high dimensional data}, journal = {Pattern Recognit.}, volume = {46}, number = {3}, pages = {769--787}, year = {2013}, url = {https://doi.org/10.1016/j.patcog.2012.09.005}, doi = {10.1016/J.PATCOG.2012.09.005}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/YeWHNL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdp/LiuXLH13, author = {Jinfei Liu and Li Xiong and Jun Luo and Joshua Zhexue Huang}, title = {Privacy Preserving Distributed {DBSCAN} Clustering}, journal = {Trans. Data Priv.}, volume = {6}, number = {1}, pages = {69--85}, year = {2013}, url = {http://www.tdp.cat/issues11/abs.a130a13.php}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tdp/LiuXLH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ChenXHY13, author = {Xiaojun Chen and Xiaofei Xu and Joshua Zhexue Huang and Yunming Ye}, title = {TW-k-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {25}, number = {4}, pages = {932--944}, year = {2013}, url = {https://doi.org/10.1109/TKDE.2011.262}, doi = {10.1109/TKDE.2011.262}, timestamp = {Sun, 07 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/ChenXHY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icinfa/GaoCH13, author = {Ming Gao and Fuyuan Cao and Joshua Zhexue Huang}, title = {A cross cluster-based collaborative filtering method for recommendation}, booktitle = {{IEEE} International Conference on Information and Automation, {ICIA} 2013, Yinchuan, China, August 26-28, 2013}, pages = {447--452}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICInfA.2013.6720340}, doi = {10.1109/ICINFA.2013.6720340}, timestamp = {Mon, 09 Aug 2021 14:54:01 +0200}, biburl = {https://dblp.org/rec/conf/icinfa/GaoCH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LvWH13, author = {Junchao Lv and Qiang Wang and Joshua Zhexue Huang}, title = {A hybrid optimization method for acceleration of building linear classification models}, 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.2013.6707017}, doi = {10.1109/IJCNN.2013.6707017}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LvWH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/CaoH13, author = {Fuyuan Cao and Joshua Zhexue Huang}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {A Concept-Drifting Detection Algorithm for Categorical Evolving Data}, 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 = {485--496}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37456-2\_41}, doi = {10.1007/978-3-642-37456-2\_41}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/CaoH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/LiHCH12, author = {Yan Li and Edward Hung and Korris Fu{-}Lai Chung and Joshua Zhexue Huang}, title = {Using a Variable Weighting k-Means Method to Build a Decision Cluster Classification Model}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {26}, number = {2}, year = {2012}, url = {https://doi.org/10.1142/S0218001412500036}, doi = {10.1142/S0218001412500036}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/LiHCH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jdwm/XuHWWY12, author = {Baoxun Xu and Joshua Zhexue Huang and Graham J. Williams and Qiang Wang and Yunming Ye}, title = {Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces}, journal = {Int. J. Data Warehous. Min.}, volume = {8}, number = {2}, pages = {44--63}, year = {2012}, url = {https://doi.org/10.4018/jdwm.2012040103}, doi = {10.4018/JDWM.2012040103}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jdwm/XuHWWY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/ZhaoFWHWF12, author = {Zhongying Zhao and Shengzhong Feng and Qiang Wang and Joshua Zhexue Huang and Graham J. Williams and Jianping Fan}, title = {Topic oriented community detection through social objects and link analysis in social networks}, journal = {Knowl. Based Syst.}, volume = {26}, pages = {164--173}, year = {2012}, url = {https://doi.org/10.1016/j.knosys.2011.07.017}, doi = {10.1016/J.KNOSYS.2011.07.017}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kbs/ZhaoFWHWF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ChenYXH12, author = {Xiaojun Chen and Yunming Ye and Xiaofei Xu and Joshua Zhexue Huang}, title = {A feature group weighting method for subspace clustering of high-dimensional data}, journal = {Pattern Recognit.}, volume = {45}, number = {1}, pages = {434--446}, year = {2012}, url = {https://doi.org/10.1016/j.patcog.2011.06.004}, doi = {10.1016/J.PATCOG.2011.06.004}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ChenYXH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/WangCHF12, author = {Shuang Wang and Xiaojun Chen and Joshua Zhexue Huang and Shengzhong Feng}, editor = {Quan Z. Sheng and Guoren Wang and Christian S. Jensen and Guandong Xu}, title = {Scalable Subspace Logistic Regression Models for High Dimensional Data}, booktitle = {Web Technologies and Applications - 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7235}, pages = {685--694}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-29253-8\_65}, doi = {10.1007/978-3-642-29253-8\_65}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/apweb/WangCHF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/LiuHLX12, author = {Jinfei Liu and Joshua Zhexue Huang and Jun Luo and Li Xiong}, editor = {Divesh Srivastava and Ismail Ari}, title = {Privacy preserving distributed {DBSCAN} clustering}, booktitle = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany, March 30, 2012}, pages = {177--185}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2320765.2320819}, doi = {10.1145/2320765.2320819}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edbt/LiuHLX12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/paisi/LiLHF12, author = {Chao Li and Jun Luo and Joshua Zhexue Huang and Jianping Fan}, editor = {Michael Chau and G. Alan Wang and Wei Thoo Yue and Hsinchun Chen}, title = {Multi-Layer Network for Influence Propagation over Microblog}, booktitle = {Intelligence and Security Informatics - Pacific Asia Workshop, {PAISI} 2012, Kuala Lumpur, Malaysia, May 29, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7299}, pages = {60--72}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-30428-6\_5}, doi = {10.1007/978-3-642-30428-6\_5}, timestamp = {Fri, 03 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/paisi/LiLHF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LiCLHF12, author = {Bingguo Li and Xiaojun Chen and Mark Junjie Li and Joshua Zhexue Huang and Shengzhong Feng}, editor = {Pang{-}Ning Tan and Sanjay Chawla and Chin Kuan Ho and James Bailey}, title = {Scalable Random Forests for Massive Data}, booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7301}, pages = {135--146}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-30217-6\_12}, doi = {10.1007/978-3-642-30217-6\_12}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LiCLHF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/XuHWLY12, author = {Baoxun Xu and Joshua Zhexue Huang and Graham J. Williams and Mark Junjie Li and Yunming Ye}, editor = {Pang{-}Ning Tan and Sanjay Chawla and Chin Kuan Ho and James Bailey}, title = {Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data}, booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7301}, pages = {147--158}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-30217-6\_13}, doi = {10.1007/978-3-642-30217-6\_13}, timestamp = {Thu, 25 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/XuHWLY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/SunYZHCL12, author = {Zhaocai Sun and Yunming Ye and Xiaofeng Zhang and Zhexue Huang and Shudong Chen and Zhi Liu}, title = {Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification}, booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Web Intelligence, {WI} 2012, Macau, China, December 4-7, 2012}, pages = {388--395}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/WI-IAT.2012.237}, doi = {10.1109/WI-IAT.2012.237}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/SunYZHCL12.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/ijoris/PanCHH11, author = {Li Pan and Sydney C. K. Chu and Guangyue Han and Joshua Zhexue Huang}, title = {A Heuristic Algorithm for the Inner-City Multi-Drop: Container Loading Problem}, journal = {Int. J. Oper. Res. Inf. Syst.}, volume = {2}, number = {3}, pages = {1--19}, year = {2011}, url = {https://doi.org/10.4018/joris.2011070101}, doi = {10.4018/JORIS.2011070101}, timestamp = {Wed, 01 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijoris/PanCHH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isf/SunHM11, author = {Yuqing Sun and Joshua Zhexue Huang and Xiangxu Meng}, title = {Integrating constraints to support legally flexible business processes}, journal = {Inf. Syst. Frontiers}, volume = {13}, number = {2}, pages = {171--189}, year = {2011}, url = {https://doi.org/10.1007/s10796-009-9190-z}, doi = {10.1007/S10796-009-9190-Z}, timestamp = {Tue, 05 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isf/SunHM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcmse/HeXDH11, author = {Zengyou He and Xiaofei Xu and Shengchun Deng and Joshua Zhexue Huang}, title = {Clustering categorical data streams}, journal = {J. Comput. Methods Sci. Eng.}, volume = {11}, number = {4}, pages = {185--192}, year = {2011}, url = {https://doi.org/10.3233/JCM-2011-0363}, doi = {10.3233/JCM-2011-0363}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcmse/HeXDH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuLH11, author = {Jinfei Liu and Jun Luo and Joshua Zhexue Huang}, editor = {Myra Spiliopoulou and Haixun Wang and Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Rating: Privacy Preservation for Multiple Attributes with Different Sensitivity Requirements}, booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference on, Vancouver, BC, Canada, December 11, 2011}, pages = {666--673}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDMW.2011.144}, doi = {10.1109/ICDMW.2011.144}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LiuLH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XiongWJH11, author = {Tengke Xiong and Shengrui Wang and Qingshan Jiang and Joshua Zhexue Huang}, editor = {Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {A New Markov Model for Clustering Categorical Sequences}, booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011, Vancouver, BC, Canada, December 11-14, 2011}, pages = {854--863}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDM.2011.13}, doi = {10.1109/ICDM.2011.13}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XiongWJH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieem/PanHC11, author = {Li Pan and Joshua Zhexue Huang and Sydney C. K. Chu}, title = {Order batching and picking in a synchronized zone order picking system}, booktitle = {2011 {IEEE} International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore, Singapore, December 6-9, 2011}, pages = {156--160}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IEEM.2011.6117898}, doi = {10.1109/IEEM.2011.6117898}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/ieem/PanHC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/JingYYH11, author = {Liping Jing and Jiali Yun and Jian Yu and Joshua Zhexue Huang}, editor = {Joshua Zhexue Huang and Longbing Cao and Jaideep Srivastava}, title = {High-Order Co-clustering Text Data on Semantics-Based Representation Model}, booktitle = {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}, pages = {171--182}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20841-6\_15}, doi = {10.1007/978-3-642-20841-6\_15}, timestamp = {Thu, 28 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/JingYYH11.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/ijitm/WangWHX10, author = {Hongbing Wang and Yifei Wang and Joshua Zhexue Huang and Xun Xu}, title = {A self-learning framework for services selection}, journal = {Int. J. Inf. Technol. Manag.}, volume = {9}, number = {1}, pages = {90--110}, year = {2010}, url = {https://doi.org/10.1504/IJITM.2010.029436}, doi = {10.1504/IJITM.2010.029436}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijitm/WangWHX10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/JingNH10, author = {Liping Jing and Michael K. Ng and Joshua Zhexue Huang}, title = {Knowledge-based vector space model for text clustering}, journal = {Knowl. Inf. Syst.}, volume = {25}, number = {1}, pages = {35--55}, year = {2010}, url = {https://doi.org/10.1007/s10115-009-0256-5}, doi = {10.1007/S10115-009-0256-5}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/JingNH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/ZhongLCZHF10, author = {Zhiyong Zhong and Mark Junjie Li and Jin Chang and Le Zhou and Joshua Zhexue Huang and Shengzhong Feng}, editor = {Longbing Cao and Jiang Zhong and Yong Feng}, title = {{CPLDP:} An Efficient Large Dataset Processing System Built on Cloud Platform}, booktitle = {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}, pages = {13--20}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17313-4\_2}, doi = {10.1007/978-3-642-17313-4\_2}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/adma/ZhongLCZHF10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/WangYHF10, author = {Qiang Wang and Yunming Ye and Joshua Zhexue Huang and Shengzhong Feng}, title = {Fuzzy soft subspace clustering method for gene co-expression network analysis}, booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010}, pages = {47--50}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/BIBMW.2010.5703771}, doi = {10.1109/BIBMW.2010.5703771}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bibm/WangYHF10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChangLHFF10, author = {Jin Chang and Jun Luo and Joshua Zhexue Huang and Shengzhong Feng and Jianping Fan}, editor = {Wei Fan and Wynne Hsu and Geoffrey I. Webb and Bing Liu and Chengqi Zhang and Dimitrios Gunopulos and Xindong Wu}, title = {Minimum Spanning Tree Based Classification Model for Massive Data with MapReduce Implementation}, booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010}, pages = {129--137}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDMW.2010.14}, doi = {10.1109/ICDMW.2010.14}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChangLHFF10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhuLYZHZ10, author = {Haohan Zhu and Jun Luo and Hang Yin and Xiaotao Zhou and Joshua Zhexue Huang and F. Benjamin Zhan}, editor = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi}, title = {Mining Trajectory Corridors Using Fr{\'{e}}chet Distance and Meshing Grids}, 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 = {228--237}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13657-3\_26}, doi = {10.1007/978-3-642-13657-3\_26}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/ZhuLYZHZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/WuYNSH10, author = {Qingyao Wu and Yunming Ye and Michael K. Ng and Hanjing Su and Joshua Zhexue Huang}, editor = {Byoung{-}Tak Zhang and Mehmet A. Orgun}, title = {Exploiting Word Cluster Information for Unsupervised Feature Selection}, 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 = {292--303}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15246-7\_28}, doi = {10.1007/978-3-642-15246-7\_28}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pricai/WuYNSH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmmm/JingLNCH09, author = {Liping Jing and Mark Junjie Li and Michael K. Ng and Yiu{-}ming Cheung and Joshua Zhexue Huang}, title = {{SMART:} a subspace clustering algorithm that automatically identifies the appropriate number of clusters}, journal = {Int. J. Data Min. Model. Manag.}, volume = {1}, number = {2}, pages = {149--177}, year = {2009}, url = {https://doi.org/10.1504/IJDMMM.2009.026074}, doi = {10.1504/IJDMMM.2009.026074}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmmm/JingLNCH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/dataware/Huang09, author = {Joshua Zhexue Huang}, editor = {John Wang}, title = {Clustering Categorical Data with k-Modes}, booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)}, pages = {246--250}, publisher = {{IGI} Global}, year = {2009}, url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10828}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/dataware/Huang09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/dataware/JingNH09, author = {Liping Jing and Michael K. Ng and Joshua Zhexue Huang}, editor = {John Wang}, title = {Soft Subspace Clustering for High-Dimensional Data}, booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)}, pages = {1810--1814}, publisher = {{IGI} Global}, year = {2009}, url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11064}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/dataware/JingNH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijclclp/YeLDH08, author = {Yunming Ye and Hongbo Li and Xiaobai Deng and Joshua Zhexue Huang}, title = {Feature Weighting Random Forest for Detection of Hidden Web Search Interfaces}, journal = {Int. J. Comput. Linguistics Chin. Lang. Process.}, volume = {13}, number = {4}, year = {2008}, url = {http://www.aclclp.org.tw/clclp/v13n4/v13n4a1.pdf}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijclclp/YeLDH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LiNCH08, author = {Mark Junjie Li and Michael K. Ng and Yiu{-}ming Cheung and Joshua Zhexue Huang}, title = {Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {20}, number = {11}, pages = {1519--1534}, year = {2008}, url = {https://doi.org/10.1109/TKDE.2008.88}, doi = {10.1109/TKDE.2008.88}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LiNCH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/www/CaoLCH08, author = {Lei Cao and Minglu Li and Jian Cao and Joshua Zhexue Huang}, title = {CNP-based Implementation of Service-oriented Workflow Mapping in {SHGWMS}}, journal = {World Wide Web}, volume = {11}, number = {2}, pages = {199--226}, year = {2008}, url = {https://doi.org/10.1007/s11280-007-0038-5}, doi = {10.1007/S11280-007-0038-5}, timestamp = {Sun, 28 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/www/CaoLCH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/LiHCH08, author = {Yan Li and Edward Hung and Korris Fu{-}Lai Chung and Joshua Zhexue Huang}, editor = {Wayne Wobcke and Mengjie Zhang}, title = {Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method}, 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 = {337--347}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89378-3\_33}, doi = {10.1007/978-3-540-89378-3\_33}, timestamp = {Mon, 15 Feb 2021 14:16:47 +0100}, biburl = {https://dblp.org/rec/conf/ausai/LiHCH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/WangYH08, author = {Qiang Wang and Yunming Ye and Joshua Zhexue Huang}, editor = {Xue{-}wen Chen and Xiaohua Hu and Sun Kim}, title = {A Changing Window Approach to Exploring Gene Expression Patterns}, booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008}, pages = {301--304}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/BIBM.2008.39}, doi = {10.1109/BIBM.2008.39}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/WangYH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/WangYH08, author = {Qiang Wang and Yunming Ye and Joshua Zhexue Huang}, title = {Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis}, booktitle = {The Ninth International Conference on Web-Age Information Management, {WAIM} 2008, July 20-22, 2008, Zhangjiajie, China}, pages = {365--372}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WAIM.2008.50}, doi = {10.1109/WAIM.2008.50}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/waim/WangYH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/connection/GaoHW07, author = {Yang Gao and Joshua Zhexue Huang and Lei Wu}, title = {Learning classifier system ensemble and compact rule set}, journal = {Connect. Sci.}, volume = {19}, number = {4}, pages = {321--337}, year = {2007}, url = {https://doi.org/10.1080/09540090701725466}, doi = {10.1080/09540090701725466}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/connection/GaoHW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcsc/JinZYHC07, author = {Cheqing Jin and Aoying Zhou and Jeffrey Xu Yu and Joshua Zhexue Huang and Feng Cao}, title = {Adaptive scheduling for shared window joins over data streams}, journal = {Frontiers Comput. Sci. China}, volume = {1}, number = {4}, pages = {468--477}, year = {2007}, url = {https://doi.org/10.1007/s11704-007-0046-8}, doi = {10.1007/S11704-007-0046-8}, timestamp = {Mon, 19 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/JinZYHC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/NgLHH07, author = {Michael K. Ng and Mark Junjie Li and Joshua Zhexue Huang and Zengyou He}, title = {On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {29}, number = {3}, pages = {503--507}, year = {2007}, url = {https://doi.org/10.1109/TPAMI.2007.53}, doi = {10.1109/TPAMI.2007.53}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/NgLHH07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/JingNH07, author = {Liping Jing and Michael K. Ng and Joshua Zhexue Huang}, title = {An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {19}, number = {8}, pages = {1026--1041}, year = {2007}, url = {https://doi.org/10.1109/TKDE.2007.1048}, doi = {10.1109/TKDE.2007.1048}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/JingNH07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuangY07, author = {Joshua Zhexue Huang and Yunming Ye}, 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 = {{PAKDD} 2007 Industrial Track Workshop}, 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 = {1--2}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77018-3\_1}, doi = {10.1007/978-3-540-77018-3\_1}, timestamp = {Fri, 09 Apr 2021 17:11:17 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuangY07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/WuJH07, author = {Shu Wu and Qingshan Jiang and Joshua Zhexue Huang}, editor = {Zhi{-}Hua Zhou and Hang Li and Qiang Yang}, title = {A New Initialization Method for Clustering Categorical Data}, booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4426}, pages = {972--980}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-71701-0\_109}, doi = {10.1007/978-3-540-71701-0\_109}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/WuJH07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pakdd/2007w, 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 = {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}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77018-3}, doi = {10.1007/978-3-540-77018-3}, isbn = {978-3-540-77016-9}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/2007w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/TangLH06, author = {Feilong Tang and Minglu Li and Joshua Zhexue Huang}, title = {Automatic Transaction Compensation for Reliable Grid Applications}, journal = {J. Comput. Sci. Technol.}, volume = {21}, number = {4}, pages = {529--536}, year = {2006}, url = {https://doi.org/10.1007/s11390-006-0529-3}, doi = {10.1007/S11390-006-0529-3}, timestamp = {Fri, 27 Oct 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcst/TangLH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/ZhangHQXJ06, author = {Xingjun Zhang and Joshua Zhexue Huang and Depei Qian and Jun Xu and Liping Jing}, editor = {Xiaofang Zhou and Jianzhong Li and Heng Tao Shen and Masaru Kitsuregawa and Yanchun Zhang}, title = {Supplier Categorization with \emph{K}-Means Type Subspace Clustering}, 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 = {226--237}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11610113\_21}, doi = {10.1007/11610113\_21}, timestamp = {Tue, 03 Dec 2019 08:18:13 +0100}, biburl = {https://dblp.org/rec/conf/apweb/ZhangHQXJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cicling/YeLXHC06, author = {Yunming Ye and Yan Li and Xiaofei Xu and Joshua Zhexue Huang and Xiaojun Chen}, editor = {Alexander F. Gelbukh}, title = {\emph{MFCRank}: {A} Web Ranking Algorithm Based on Correlation of Multiple Features}, booktitle = {Computational Linguistics and Intelligent Text Processing, 7th International Conference, CICLing 2006, Mexico City, Mexico, February 19-25, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3878}, pages = {378--388}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11671299\_39}, doi = {10.1007/11671299\_39}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cicling/YeLXHC06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/WangWHX06, author = {Hongbing Wang and Yifei Wang and Joshua Zhexue Huang and Xun Xu}, title = {{SLF4SS:} Facilitating Flexible Services Selection}, booktitle = {Proceedings of the 2006 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology - Workshops, Hong Kong, China, 18-22 December 2006}, pages = {312--315}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/WI-IATW.2006.122}, doi = {10.1109/WI-IATW.2006.122}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/WangWHX06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/NgLASCH06, author = {Michael K. Ng and Mark Junjie Li and Sio Iong Ao and Pak Chung Sham and Yiu{-}ming Cheung and Joshua Zhexue Huang}, title = {Clustering of {SNP} Data with Application to Genomics}, booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China}, pages = {158--162}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICDMW.2006.43}, doi = {10.1109/ICDMW.2006.43}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/NgLASCH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YeHCZWX06, author = {Yunming Ye and Joshua Zhexue Huang and Xiaojun Chen and Shuigeng Zhou and Graham J. Williams and Xiaofei Xu}, editor = {Wee Keong Ng and Masaru Kitsuregawa and Jianzhong Li and Kuiyu Chang}, title = {Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering}, 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 = {189--198}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11731139\_23}, doi = {10.1007/11731139\_23}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YeHCZWX06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HeDXH06, author = {Zengyou He and Shengchun Deng and Xiaofei Xu and Joshua Zhexue Huang}, editor = {Wee Keong Ng and Masaru Kitsuregawa and Jianzhong Li and Kuiyu Chang}, title = {A Fast Greedy Algorithm for Outlier Mining}, 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 = {567--576}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11731139\_67}, doi = {10.1007/11731139\_67}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HeDXH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/seal/GaoWH06, author = {Yang Gao and Lei Wu and Joshua Zhexue Huang}, editor = {Tzai{-}Der Wang and Xiaodong Li and Shu{-}Heng Chen and Xufa Wang and Hussein A. Abbass and Hitoshi Iba and Guoliang Chen and Xin Yao}, title = {Ensemble Learning Classifier System and Compact Ruleset}, booktitle = {Simulated Evolution and Learning, 6th International Conference, {SEAL} 2006, Hefei, China, October 15-18, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4247}, pages = {42--49}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11903697\_6}, doi = {10.1007/11903697\_6}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/seal/GaoWH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:conf/ausdm/WangH06, author = {Xingwen Wang and Joshua Zhexue Huang}, editor = {Graham J. Williams and Simeon J. Simoff}, title = {A Case-Based Data Mining Platform}, booktitle = {Data Mining - Theory, Methodology, Techniques, and Applications}, series = {Lecture Notes in Computer Science}, volume = {3755}, pages = {28--38}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11677437\_3}, doi = {10.1007/11677437\_3}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/ausdm/WangH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comsis/HeX05, author = {Zengyou He and Xiaofei Xu and Joshua Zhexue Huang and Shengchun Deng}, title = {FP-outlier: Frequent pattern based outlier detection}, journal = {Comput. Sci. Inf. Syst.}, volume = {2}, number = {1}, pages = {103--118}, year = {2005}, url = {https://doi.org/10.2298/CSIS0501103H}, doi = {10.2298/CSIS0501103H}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comsis/HeX05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/GaoRH05, author = {Yang Gao and Hongqiang Rong and Joshua Zhexue Huang}, title = {Adaptive grid job scheduling with genetic algorithms}, journal = {Future Gener. Comput. Syst.}, volume = {21}, number = {1}, pages = {151--161}, year = {2005}, url = {https://doi.org/10.1016/j.future.2004.09.033}, doi = {10.1016/J.FUTURE.2004.09.033}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fgcs/GaoRH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/HuangNRL05, author = {Joshua Zhexue Huang and Michael K. Ng and Hongqiang Rong and Zichen Li}, title = {Automated Variable Weighting in k-Means Type Clustering}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {27}, number = {5}, pages = {657--668}, year = {2005}, url = {https://doi.org/10.1109/TPAMI.2005.95}, doi = {10.1109/TPAMI.2005.95}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/HuangNRL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscwd/ZhangCZHLZ05, author = {Mi Zhang and Zunping Cheng and Yongzun Zhao and Joshua Zhexue Huang and Yinsheng Li and Binyu Zang}, editor = {Weiming Shen and Anne E. James and Kuo{-}Ming Chao and Muhammad Younas and Zongkai Lin and Jean{-}Paul A. Barth{\`{e}}s}, title = {{ADDI:} an agent-based extension to {UDDI} for supply chain management}, booktitle = {Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, {CSCWD} 2005, Volume 1, May 24-26, 2005, Coventry, {UK}}, pages = {405--410}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/CSCWD.2005.194206}, doi = {10.1109/CSCWD.2005.194206}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cscwd/ZhangCZHLZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/GaoHRG05, author = {Yang Gao and Joshua Zhexue Huang and Hongqiang Rong and Daqian Gu}, editor = {Franz Rothlauf}, title = {Learning classifier system ensemble for data mining}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005}, pages = {63--66}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102256.1102268}, doi = {10.1145/1102256.1102268}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/GaoHRG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icebe/HuangTYHL05, author = {Joshua Zhexue Huang and Feilong Tang and Yunming Ye and George Q. Huang and Minglu Li}, editor = {Francis C. M. Lau and Hui Lei and Xiaofeng Meng and Min Wang}, title = {Ontology-Based E-Catalog Matching for Integration of {GDSN} and EPCglobal Network}, booktitle = {2005 {IEEE} International Conference on e-Business Engineering {(ICEBE} 2005), 18-21 October 2005, Beijing, China}, pages = {212--215}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICEBE.2005.92}, doi = {10.1109/ICEBE.2005.92}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icebe/HuangTYHL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwlcs/GaoHRG05, author = {Yang Gao and Joshua Zhexue Huang and Hongqiang Rong and Daqian Gu}, editor = {Tim Kovacs and Xavier Llor{\`{a}} and Keiki Takadama and Pier Luca Lanzi and Wolfgang Stolzmann and Stewart W. Wilson}, title = {{LCSE:} Learning Classifier System Ensemble for Incremental Medical Instances}, booktitle = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {4399}, pages = {93--103}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/978-3-540-71231-2\_7}, doi = {10.1007/978-3-540-71231-2\_7}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/iwlcs/GaoHRG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhouZGH05, author = {Shuigeng Zhou and Yue Zhao and Jihong Guan and Joshua Zhexue Huang}, editor = {Tu Bao Ho and David Wai{-}Lok Cheung and Huan Liu}, title = {A Neighborhood-Based Clustering Algorithm}, booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3518}, pages = {361--371}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11430919\_43}, doi = {10.1007/11430919\_43}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ZhouZGH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/JingNXH05, author = {Liping Jing and Michael K. Ng and Jun Xu and Joshua Zhexue Huang}, editor = {Tu Bao Ho and David Wai{-}Lok Cheung and Huan Liu}, title = {Subspace Clustering of Text Documents with Feature Weighting \emph{K}-Means Algorithm}, booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3518}, pages = {802--812}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11430919\_94}, doi = {10.1007/11430919\_94}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/JingNXH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/JingNXH05, author = {Liping Jing and Michael K. Ng and Jun Xu and Joshua Zhexue Huang}, editor = {Wenfei Fan and Zhaohui Wu and Jun Yang}, title = {On the Performance of Feature Weighting \emph{K}-Means for Text Subspace Clustering}, booktitle = {Advances in Web-Age Information Management, 6th International Conference, {WAIM} 2005, Hangzhou, China, October 11-13, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3739}, pages = {502--512}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11563952\_44}, doi = {10.1007/11563952\_44}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waim/JingNXH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cominfsys/HuangNW04, author = {Joshua Zhexue Huang and Michael K. Ng and Edmond HaoCun Wu}, title = {A data warehousing and data mining framework for web usage management}, journal = {Commun. Inf. Syst.}, volume = {4}, number = {4}, pages = {301--324}, year = {2004}, url = {https://doi.org/10.4310/cis.2004.v4.n4.a3}, doi = {10.4310/CIS.2004.V4.N4.A3}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cominfsys/HuangNW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/TangLH04, author = {Feilong Tang and Minglu Li and Joshua Zhexue Huang}, title = {Real-time transaction processing for autonomic Grid applications}, journal = {Eng. Appl. Artif. Intell.}, volume = {17}, number = {7}, pages = {799--807}, year = {2004}, url = {https://doi.org/10.1016/j.engappai.2004.09.002}, doi = {10.1016/J.ENGAPPAI.2004.09.002}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eaai/TangLH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/HeXHD04, author = {Zengyou He and Xiaofei Xu and Joshua Zhexue Huang and Shengchun Deng}, title = {Mining class outliers: concepts, algorithms and applications in {CRM}}, journal = {Expert Syst. Appl.}, volume = {27}, number = {4}, pages = {681--697}, year = {2004}, url = {https://doi.org/10.1016/j.eswa.2004.07.002}, doi = {10.1016/J.ESWA.2004.07.002}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/HeXHD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ChanCNH04, author = {Elaine Y. Chan and Wai{-}Ki Ching and Michael K. Ng and Joshua Zhexue Huang}, title = {An optimization algorithm for clustering using weighted dissimilarity measures}, journal = {Pattern Recognit.}, volume = {37}, number = {5}, pages = {943--952}, year = {2004}, url = {https://doi.org/10.1016/j.patcog.2003.11.003}, doi = {10.1016/J.PATCOG.2003.11.003}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/ChanCNH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ws/WangHQX04, author = {Hongbing Wang and Joshua Zhexue Huang and Yuzhong Qu and Junyuan Xie}, title = {Web services: problems and future directions}, journal = {J. Web Semant.}, volume = {1}, number = {3}, pages = {309--320}, year = {2004}, url = {https://doi.org/10.1016/j.websem.2004.02.001}, doi = {10.1016/J.WEBSEM.2004.02.001}, timestamp = {Tue, 29 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ws/WangHQX04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/YeMLCH04, author = {Yunming Ye and Fanyuan Ma and Yiming Lu and Matthew Chiu and Joshua Zhexue Huang}, editor = {Jeffrey Xu Yu and Xuemin Lin and Hongjun Lu and Yanchun Zhang}, title = {iSurfer: {A} Focused Web Crawler Based on Incremental Learning from Positive Samples}, booktitle = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3007}, pages = {122--134}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-24655-8\_13}, doi = {10.1007/978-3-540-24655-8\_13}, timestamp = {Mon, 16 Mar 2020 17:44:09 +0100}, biburl = {https://dblp.org/rec/conf/apweb/YeMLCH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/WuNH04, author = {Edmond HaoCun Wu and Michael K. Ng and Joshua Zhexue Huang}, editor = {Jeffrey Xu Yu and Xuemin Lin and Hongjun Lu and Yanchun Zhang}, title = {An Efficient Multidimensional Data Model for Web Usage Mining}, booktitle = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3007}, pages = {373--383}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-24655-8\_40}, doi = {10.1007/978-3-540-24655-8\_40}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/apweb/WuNH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/GaoHRZ04, author = {Yang Gao and Joshua Zhexue Huang and Hongqiang Rong and Zhi{-}Hua Zhou}, editor = {Geoffrey I. Webb and Xinghuo Yu}, title = {Meta-game Equilibrium for Multi-agent Reinforcement Learning}, 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 = {930--936}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30549-1\_81}, doi = {10.1007/978-3-540-30549-1\_81}, timestamp = {Wed, 20 Nov 2019 16:52:44 +0100}, biburl = {https://dblp.org/rec/conf/ausai/GaoHRZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/WuNH04, author = {Edmond HaoCun Wu and Michael K. Ng and Joshua Zhexue Huang}, editor = {Yoon{-}Joon Lee and Jianzhong Li and Kyu{-}Young Whang and Doheon Lee}, title = {On Improving Website Connectivity by Using Web-Log Data Streams}, booktitle = {Database Systems for Advances Applications, 9th International Conference, {DASFAA} 2004, Jeju Island, Korea, March 17-19, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2973}, pages = {352--364}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-24571-1\_32}, doi = {10.1007/978-3-540-24571-1\_32}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/WuNH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gcc/CaoLRH04, author = {Lei Cao and Minglu Li and Henry Rong and Joshua Zhexue Huang}, editor = {Hai Jin and Yi Pan and Nong Xiao and Jianhua Sun}, title = {An Ontology-Based Model for Grid Resource Publication and Discovery}, booktitle = {Grid and Cooperative Computing - {GCC} 2004: Third International Conference, Wuhan, China, October 21-24, 2004. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3251}, pages = {448--455}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30208-7\_62}, doi = {10.1007/978-3-540-30208-7\_62}, timestamp = {Fri, 26 Feb 2021 08:55:11 +0100}, biburl = {https://dblp.org/rec/conf/gcc/CaoLRH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/WangYHZ04, author = {Xiaoling Wang and Kun Yue and Joshua Zhexue Huang and Aoying Zhou}, title = {Service Selection in Dynamic Demand-Driven Web Services}, booktitle = {Proceedings of the {IEEE} International Conference on Web Services (ICWS'04), June 6-9, 2004, San Diego, California, {USA}}, pages = {376--383}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICWS.2004.1314760}, doi = {10.1109/ICWS.2004.1314760}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/WangYHZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ispa/TangLHWL04, author = {Feilong Tang and Minglu Li and Joshua Zhexue Huang and Cho{-}Li Wang and Zongwei Luo}, editor = {Jiannong Cao and Laurence Tianruo Yang and Minyi Guo and Francis Chi{-}Moon Lau}, title = {Petri-Net-Based Coordination Algorithms for Grid Transactions}, booktitle = {Parallel and Distributed Processing and Applications, Second InternationalSymposium, {ISPA} 2004, Hong Kong, China, December 13-15, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3358}, pages = {499--508}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30566-8\_60}, doi = {10.1007/978-3-540-30566-8\_60}, timestamp = {Tue, 14 Apr 2020 13:23:10 +0200}, biburl = {https://dblp.org/rec/conf/ispa/TangLHWL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdai/JingHNR04, author = {Liping Jing and Joshua Zhexue Huang and Michael K. Ng and Hongqiang Rong}, editor = {Vicen{\c{c}} Torra and Yasuo Narukawa}, title = {A Feature Weighting Approach to Building Classification Models by Interactive Clustering}, booktitle = {Modeling Decisions for Artificial Intelligence, First International Conference, {MDAI} 2004, Barcelona, Spain, August 2-4, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3131}, pages = {284--294}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27774-3\_27}, doi = {10.1007/978-3-540-27774-3\_27}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mdai/JingHNR04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldb/YeMRH04, author = {Yunming Ye and Fanyuan Ma and Hongqiang Rong and Joshua Zhexue Huang}, editor = {Farid Meziane and Elisabeth M{\'{e}}tais}, title = {Enhanced Email Classification Based on Feature Space Enriching}, booktitle = {Natural Language Processing and Information Systems, 9th International Conference on Applications of Natural Languages to Information Systems, {NLDB} 2004, Salford, UK, June 23-25, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3136}, pages = {299--311}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27779-8\_26}, doi = {10.1007/978-3-540-27779-8\_26}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/nldb/YeMRH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/npc/TangLHCW04, author = {Feilong Tang and Minglu Li and Joshua Zhexue Huang and Lei Cao and Yi Wang}, editor = {Hai Jin and Guang R. Gao and Zhiwei Xu and Hao Chen}, title = {A Real-Time Transaction Approach for Grid Services: {A} Model and Algorithms}, booktitle = {Network and Parallel Computing, {IFIP} International Conference, {NPC} 2004, Wuhan, China, October 18-20, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3222}, pages = {57--64}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30141-7\_11}, doi = {10.1007/978-3-540-30141-7\_11}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/npc/TangLHCW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuangYHN04, author = {Qiming Huang and Qiang Yang and Joshua Zhexue Huang and Michael K. Ng}, editor = {Honghua Dai and Ramakrishnan Srikant and Chengqi Zhang}, title = {Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models}, booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3056}, pages = {549--558}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-24775-3\_65}, doi = {10.1007/978-3-540-24775-3\_65}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuangYHN04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pdcat/CaoLRH04, author = {Lei Cao and Minglu Li and Henry Rong and Joshua Zhexue Huang}, editor = {Kim{-}Meow Liew and Hong Shen and Simon See and Wentong Cai and Pingzhi Fan and Susumu Horiguchi}, title = {A Categorized-Registry Model for Grid Resource Publication and Discovery Using Software Agents}, booktitle = {Parallel and Distributed Computing: Applications and Technologies, 5th International Conference, {PDCAT} 2004, Singapore, December 8-10, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3320}, pages = {318--321}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30501-9\_67}, doi = {10.1007/978-3-540-30501-9\_67}, timestamp = {Fri, 12 Jun 2020 16:01:21 +0200}, biburl = {https://dblp.org/rec/conf/pdcat/CaoLRH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/YeMRH04, author = {Yunming Ye and Fanyuan Ma and Hongqiang Rong and Joshua Zhexue Huang}, editor = {Qing Li and Guoren Wang and Ling Feng}, title = {Improved Email Classification through Enriched Feature Space}, booktitle = {Advances in Web-Age Information Management: 5th International Conference, {WAIM} 2004, Dalian, China, July 15-17, 2004}, series = {Lecture Notes in Computer Science}, volume = {3129}, pages = {489--498}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27772-9\_49}, doi = {10.1007/978-3-540-27772-9\_49}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/waim/YeMRH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/JinXHYZ04, author = {Cheqing Jin and Fang Xiong and Joshua Zhexue Huang and Jeffrey Xu Yu and Aoying Zhou}, editor = {Qing Li and Guoren Wang and Ling Feng}, title = {Mining Frequent Items in Spatio-temporal Databases}, booktitle = {Advances in Web-Age Information Management: 5th International Conference, {WAIM} 2004, Dalian, China, July 15-17, 2004}, series = {Lecture Notes in Computer Science}, volume = {3129}, pages = {549--558}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27772-9\_55}, doi = {10.1007/978-3-540-27772-9\_55}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waim/JinXHYZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/HeHXD04, author = {Zengyou He and Joshua Zhexue Huang and Xiaofei Xu and Shengchun Deng}, editor = {Qing Li and Guoren Wang and Ling Feng}, title = {Mining Class Outliers: Concepts, Algorithms and Applications}, booktitle = {Advances in Web-Age Information Management: 5th International Conference, {WAIM} 2004, Dalian, China, July 15-17, 2004}, series = {Lecture Notes in Computer Science}, volume = {3129}, pages = {589--599}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27772-9\_59}, doi = {10.1007/978-3-540-27772-9\_59}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waim/HeHXD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/HeXHD04, author = {Zengyou He and Xiaofei Xu and Joshua Zhexue Huang and Shengchun Deng}, editor = {Qing Li and Guoren Wang and Ling Feng}, title = {A Frequent Pattern Discovery Method for Outlier Detection}, booktitle = {Advances in Web-Age Information Management: 5th International Conference, {WAIM} 2004, Dalian, China, July 15-17, 2004}, series = {Lecture Notes in Computer Science}, volume = {3129}, pages = {726--732}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27772-9\_80}, doi = {10.1007/978-3-540-27772-9\_80}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/waim/HeXHD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-cs-0412058, author = {Zengyou He and Xiaofei Xu and Shengchun Deng and Joshua Zhexue Huang}, title = {Clustering Categorical Data Streams}, journal = {CoRR}, volume = {abs/cs/0412058}, year = {2004}, url = {http://arxiv.org/abs/cs/0412058}, eprinttype = {arXiv}, eprint = {cs/0412058}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-cs-0412058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/classification/HuangN03, author = {Zhexue Huang and Michael K. Ng}, title = {A Note on K-modes Clustering}, journal = {J. Classif.}, volume = {20}, number = {2}, pages = {257--261}, year = {2003}, url = {https://doi.org/10.1007/s00357-003-0014-4}, doi = {10.1007/S00357-003-0014-4}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/classification/HuangN03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdet/ShenHYYH03, author = {Ruimin Shen and Peng Han and Fan Yang and Qiang Yang and Joshua Zhexue Huang}, title = {Data Mining and Case-Based Reasoning for Distance Learning}, journal = {Int. J. Distance Educ. Technol.}, volume = {1}, number = {3}, pages = {46--58}, year = {2003}, url = {https://doi.org/10.4018/jdet.2003070104}, doi = {10.4018/JDET.2003070104}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdet/ShenHYYH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/YangHN03, author = {Qiang Yang and Joshua Zhexue Huang and Michael K. Ng}, title = {A Data Cube Model for Prediction-Based Web Prefetching}, journal = {J. Intell. Inf. Syst.}, volume = {20}, number = {1}, pages = {1--30}, year = {2003}, url = {https://doi.org/10.1023/A:1020990805004}, doi = {10.1023/A:1020990805004}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/YangHN03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/YangHZX03, author = {Jie Yang and Joshua Zhexue Huang and Ning Zhang and Zhuoqun Xu}, editor = {Tam{\'{a}}s D. Gedeon and Lance Chun Che Fung}, title = {{C3:} {A} New Learning Scheme to Improve Classification of Rare Category Emails}, booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference on Artificial Intelligence, Perth, Australia, December 3-5, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2903}, pages = {747--758}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24581-0\_64}, doi = {10.1007/978-3-540-24581-0\_64}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/YangHZX03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cifer/TingNRH03, author = {Jessica K. Ting and Michael K. Ng and Hongqiang Rong and Joshua Zhexue Huang}, title = {Statistical models for time sequences data mining}, booktitle = {2003 {IEEE} International Conference on Computational Intelligence for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003}, pages = {347--354}, publisher = {{IEEE}}, year = {2003}, url = {https://doi.org/10.1109/CIFER.2003.1196281}, doi = {10.1109/CIFER.2003.1196281}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cifer/TingNRH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gcc/GaoRTLH03, author = {Yang Gao and Hongqiang Rong and Frank Tong and Zongwei Luo and Joshua Zhexue Huang}, editor = {Minglu Li and Xian{-}He Sun and Qianni Deng and Jun Ni}, title = {Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm}, booktitle = {Grid and Cooperative Computing, Second International Workshop, {GCC} 2003, Shanghai, China, December 7-10, 2003, Revised Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3033}, pages = {65--72}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24680-0\_9}, doi = {10.1007/978-3-540-24680-0\_9}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/gcc/GaoRTLH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/HeRLHT03, author = {Jieyue He and Hongqiang Rong and Zongwei Luo and Joshua Zhexue Huang and Frank Tong}, editor = {Mario Jeckle and Liang{-}Jie Zhang}, title = {Uni-Grid P{\&}T: {A} Toolkit for Building Customizable Grid Portals}, booktitle = {Web Services - ICWS-Europe 2003, International Conference ICWS-Europe 2003, Erfurt, Germany, September 23-24, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2853}, pages = {198--212}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-39872-1\_16}, doi = {10.1007/978-3-540-39872-1\_16}, timestamp = {Tue, 14 May 2019 10:00:39 +0200}, biburl = {https://dblp.org/rec/conf/icws/HeRLHT03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwl/ShenHYYH02, author = {Ruimin Shen and Peng Han and Fan Yang and Qiang Yang and Joshua Zhexue Huang}, editor = {Joseph Fong and Ronnie Chu Ting Cheung and Hong Va Leong and Qing Li}, title = {An Open Framework for Smart and Personalized Distance Learning}, booktitle = {Advances in Web-Based Learning, First International Conference, {ICWL} 2002, Hong Kong, China, August 17-19, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2436}, pages = {19--30}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45689-9\_2}, doi = {10.1007/3-540-45689-9\_2}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icwl/ShenHYYH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/NgH02, author = {Michael K. Ng and Joshua Zhexue Huang}, editor = {Ming{-}Shan Cheng and Philip S. Yu and Bing Liu}, title = {M-FastMap: {A} Modified FastMap Algorithm for Visual Cluster Validation in Data Mining}, booktitle = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2336}, pages = {224--236}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-47887-6\_22}, doi = {10.1007/3-540-47887-6\_22}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/NgH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/HuangNC01, author = {Zhexue Huang and Michael K. Ng and David Wai{-}Lok Cheung}, title = {An Empirical Study on the Visual Cluster Validation Method with Fastmap}, booktitle = {Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications {(DASFAA} 2001), 18-20 April 2001 - Hong Kong, China}, pages = {84--91}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/DASFAA.2001.916368}, doi = {10.1109/DASFAA.2001.916368}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dasfaa/HuangNC01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HuangNCNC01, author = {Joshua Zhexue Huang and Michael K. Ng and Wai{-}Ki Ching and Joe Ng and David Wai{-}Lok Cheung}, editor = {Ron Kohavi and Brij M. Masand and Myra Spiliopoulou and Jaideep Srivastava}, title = {A Cube Model and Cluster Analysis for Web Access Sessions}, booktitle = {{WEBKDD} 2001 - Mining Web Log Data Across All Customers Touch Points, Third International Workshop, San Francisco, CA, USA, August 26, 2001, Revised Papers}, series = {Lecture Notes in Computer Science}, volume = {2356}, pages = {48--67}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45640-6\_3}, doi = {10.1007/3-540-45640-6\_3}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/HuangNCNC01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YuNH01, author = {Jeffrey Xu Yu and Michael K. Ng and Joshua Zhexue Huang}, editor = {David Wai{-}Lok Cheung and Graham J. Williams and Qing Li}, title = {Patterns Discovery Based on Time-Series Decomposition}, booktitle = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2035}, pages = {336--347}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45357-1\_36}, doi = {10.1007/3-540-45357-1\_36}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YuNH01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/HuangNLC00, author = {Zhexue Huang and Michael K. Ng and Tao Lin and David Wai{-}Lok Cheung}, editor = {Kwong{-}Sak Leung and Lai{-}Wan Chan and Helen Meng}, title = {An Interactive Approach to Building Classification Models by Clustering and Cluster Validation}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, {N.T.} Hong Kong, China, December 13-15, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1983}, pages = {23--28}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-44491-2\_4}, doi = {10.1007/3-540-44491-2\_4}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ideal/HuangNLC00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/HuangL00, author = {Zhexue Huang and Tao Lin}, editor = {Takao Terano and Huan Liu and Arbee L. P. Chen}, title = {A Visual Method of Cluster Validation with Fastmap}, booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1805}, pages = {153--164}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45571-X\_18}, doi = {10.1007/3-540-45571-X\_18}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/HuangL00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/HeKVH00, author = {Hongxing He and Hari Koesmarno and Thach Van and Zhexue Huang}, editor = {Riichiro Mizoguchi and John K. Slaney}, title = {Data Mining in Disease Management - {A} Diabetes Case Study}, booktitle = {{PRICAI} 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28 - September 1, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1886}, pages = {799}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-44533-1\_88}, doi = {10.1007/3-540-44533-1\_88}, timestamp = {Sat, 07 Sep 2019 11:59:26 +0200}, biburl = {https://dblp.org/rec/conf/pricai/HeKVH00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/infsof/NgH99, author = {Michael K. Ng and Zhexue Huang}, title = {Data-mining massive time series astronomical data: challenges, problems and solutions}, journal = {Inf. Softw. Technol.}, volume = {41}, number = {9}, pages = {545--556}, year = {1999}, url = {https://doi.org/10.1016/S0950-5849(99)00018-X}, doi = {10.1016/S0950-5849(99)00018-X}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/infsof/NgH99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tfs/HuangN99, author = {Zhexue Huang and Michael K. Ng}, title = {A fuzzy k-modes algorithm for clustering categorical data}, journal = {{IEEE} Trans. Fuzzy Syst.}, volume = {7}, number = {4}, pages = {446--452}, year = {1999}, url = {https://doi.org/10.1109/91.784206}, doi = {10.1109/91.784206}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tfs/HuangN99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/Huang98, author = {Zhexue Huang}, title = {Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values}, journal = {Data Min. Knowl. Discov.}, volume = {2}, number = {3}, pages = {283--304}, year = {1998}, url = {https://doi.org/10.1023/A:1009769707641}, doi = {10.1023/A:1009769707641}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/Huang98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/NgHH98, author = {Michael K. Ng and Zhexue Huang and Markus Hegland}, editor = {Xindong Wu and Kotagiri Ramamohanarao and Kevin B. Korb}, title = {Data-Mining Massive Time Series Astronomical Data Sets - {A} Case Study}, booktitle = {Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17, 1998, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1394}, pages = {401--402}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/3-540-64383-4\_43}, doi = {10.1007/3-540-64383-4\_43}, timestamp = {Wed, 03 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/NgHH98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/HeH97, author = {Hongxing He and Zhexue Huang}, editor = {Abdul Sattar}, title = {Boosting Neural Networks in Real Worls Applications: An Empirical Study}, booktitle = {Advanced Topics in Artificial Intelligence, 10th Australian Joint Conference on Artificial Intelligence, {AI} '97, Perth, Australia, November 30 - December 4, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1342}, pages = {321--329}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/3-540-63797-4\_85}, doi = {10.1007/3-540-63797-4\_85}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/HeH97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/WilliamsH97, author = {Graham J. Williams and Zhexue Huang}, editor = {Abdul Sattar}, title = {Mining the Knowledge Mine: The Hot Spots Methodology for Mining Large Real World Databases}, booktitle = {Advanced Topics in Artificial Intelligence, 10th Australian Joint Conference on Artificial Intelligence, {AI} '97, Perth, Australia, November 30 - December 4, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1342}, pages = {340--348}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/3-540-63797-4\_87}, doi = {10.1007/3-540-63797-4\_87}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausai/WilliamsH97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dmkd/Huang97, author = {Zhexue Huang}, title = {A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining}, booktitle = {Workshop on Research Issues on Data Mining and Knowledge Discovery, {DMKD} 1997 in cooperation with {ACM} SIGMOD'97, Tucson, Arizona, USA, May 11, 1997}, year = {1997}, timestamp = {Wed, 07 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dmkd/Huang97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssd/HuangS93, author = {Zhexue Huang and Per Svensson}, editor = {David J. Abel and Beng Chin Ooi}, title = {Neighborhood Query and Analysis with GeoSAL, a Spatial Database Language}, booktitle = {Advances in Spatial Databases, Third International Symposium, SSD'93, Singapore, June 23-25, 1993, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {692}, pages = {413--436}, publisher = {Springer}, year = {1993}, url = {https://doi.org/10.1007/3-540-56869-7\_23}, doi = {10.1007/3-540-56869-7\_23}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ssd/HuangS93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssdbm/HuangSH92, author = {Zhexue Huang and Per Svensson and Hans Hauska}, editor = {Hans Hinterberger and James C. French}, title = {Solving Spatial Analysis Problems with GeoSAL, {A} Spatial Query Language}, booktitle = {Proceedings of the 6th Int. Working Conf. on Scientific and Statistical Database Management, Monte Verita, Switzerland, 1992}, pages = {1--17}, publisher = {Institut f. Wissenschaftliches Rechnen Eidgenoessische Technische Hochschule Z{\"{u}}rich}, year = {1992}, timestamp = {Thu, 04 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ssdbm/HuangSH92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssd/SvenssonH91, author = {Per Svensson and Zhexue Huang}, editor = {Oliver G{\"{u}}nther and Hans{-}J{\"{o}}rg Schek}, title = {Geo-SAL: {A} Query Language for Spatial Data Analysis}, booktitle = {Advances in Spatial Databases, Second International Symposium, SSD'91, Z{\"{u}}rich, Switzerland, August 28-30, 1991, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {525}, pages = {119--140}, publisher = {Springer}, year = {1991}, url = {https://doi.org/10.1007/3-540-54414-3\_35}, doi = {10.1007/3-540-54414-3\_35}, timestamp = {Mon, 25 Oct 2021 17:08:24 +0200}, biburl = {https://dblp.org/rec/conf/ssd/SvenssonH91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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