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@article{DBLP:journals/tkdd/0019HSSQW19,
author = {Yu Zhou and
Jianbin Huang and
Heli Sun and
Yizhou Sun and
Shaojie Qiao and
Stephen Manko Wambura},
title = {Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous
Information Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {64:1--64:33},
year = {2019},
url = {https://doi.org/10.1145/3364226},
doi = {10.1145/3364226},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/0019HSSQW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AmelkinBS19,
author = {Victor Amelkin and
Petko Bogdanov and
Ambuj K. Singh},
title = {A Distance Measure for the Analysis of Polar Opinion Dynamics in Social
Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {38:1--38:34},
year = {2019},
url = {https://doi.org/10.1145/3332168},
doi = {10.1145/3332168},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AmelkinBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BartonBK19,
author = {Tom{\'{a}}s Barton and
Tomas Bruna and
Pavel Kord{\'{\i}}k},
title = {Chameleon 2: An Improved Graph-Based Clustering Algorithm},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {10},
year = {2019},
url = {https://doi.org/10.1145/3299876},
doi = {10.1145/3299876},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BartonBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Ben-GalWSB19,
author = {Irad Ben{-}Gal and
Shahar Weinstock and
Gonen Singer and
Nicholas Bambos},
title = {Clustering Users by Their Mobility Behavioral Patterns},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {45:1--45:28},
year = {2019},
url = {https://doi.org/10.1145/3322126},
doi = {10.1145/3322126},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/Ben-GalWSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BergaminiBCMM19,
author = {Elisabetta Bergamini and
Michele Borassi and
Pierluigi Crescenzi and
Andrea Marino and
Henning Meyerhenke},
title = {Computing top-\emph{k} Closeness Centrality Faster in Unweighted Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {53:1--53:40},
year = {2019},
url = {https://doi.org/10.1145/3344719},
doi = {10.1145/3344719},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BergaminiBCMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CadenaCV19,
author = {Jose Cadena and
Feng Chen and
Anil Vullikanti},
title = {Near-Optimal and Practical Algorithms for Graph Scan Statistics with
Connectivity Constraints},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {20:1--20:33},
year = {2019},
url = {https://doi.org/10.1145/3309712},
doi = {10.1145/3309712},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/CadenaCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenC19,
author = {Hung{-}Hsuan Chen and
Pu Chen},
title = {Differentiating Regularization Weights - {A} Simple Mechanism to Alleviate
Cold Start in Recommender Systems},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {8:1--8:22},
year = {2019},
url = {https://doi.org/10.1145/3285954},
doi = {10.1145/3285954},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ChenC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenLGSHY19,
author = {Haoran Chen and
Jinghua Li and
Junbin Gao and
Yanfeng Sun and
Yongli Hu and
Baocai Yin},
title = {Maximally Correlated Principal Component Analysis Based on Deep Parameterization
Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {39:1--39:17},
year = {2019},
url = {https://doi.org/10.1145/3332183},
doi = {10.1145/3332183},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenLGSHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ComitoFP19,
author = {Carmela Comito and
Agostino Forestiero and
Clara Pizzuti},
title = {Bursty Event Detection in Twitter Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {41:1--41:28},
year = {2019},
url = {https://doi.org/10.1145/3332185},
doi = {10.1145/3332185},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ComitoFP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CrescenziMQ19,
author = {Valter Crescenzi and
Paolo Merialdo and
Disheng Qiu},
title = {Hybrid Crowd-Machine Wrapper Inference},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {51:1--51:43},
year = {2019},
url = {https://doi.org/10.1145/3344720},
doi = {10.1145/3344720},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/CrescenziMQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DehghanA19,
author = {Mahdi Dehghan and
Ahmad Ali Abin},
title = {Translations Diversification for Expert Finding: {A} Novel Clustering-based
Approach},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {32:1--32:20},
year = {2019},
url = {https://doi.org/10.1145/3320489},
doi = {10.1145/3320489},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DehghanA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Dornaika19,
author = {Fadi Dornaika},
title = {Active Two Phase Collaborative Representation Classifier},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {36:1--36:10},
year = {2019},
url = {https://doi.org/10.1145/3326919},
doi = {10.1145/3326919},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/Dornaika19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GallardoS19,
author = {Laura Fern{\'{a}}ndez Gallardo and
Ramon Sanchez{-}Iborra},
title = {On the Impact of Voice Encoding and Transmission on the Predictions
of Speaker Warmth and Attractiveness},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {40:1--40:17},
year = {2019},
url = {https://doi.org/10.1145/3332146},
doi = {10.1145/3332146},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GallardoS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLFCY19,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {A Survey of Parallel Sequential Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {25:1--25:34},
year = {2019},
url = {https://doi.org/10.1145/3314107},
doi = {10.1145/3314107},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GanLFCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoCLYCT19,
author = {Xiaofeng Gao and
Zhenhao Cao and
Sha Li and
Bin Yao and
Guihai Chen and
Shaojie Tang},
title = {Taxonomy and Evaluation for Microblog Popularity Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {15:1--15:40},
year = {2019},
url = {https://doi.org/10.1145/3301303},
doi = {10.1145/3301303},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GaoCLYCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoCLWG19,
author = {Yumeng Guo and
Fulai Chung and
Guozheng Li and
Jiancong Wang and
James C. Gee},
title = {Leveraging Label-Specific Discriminant Mapping Features for Multi-Label
Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {24:1--24:23},
year = {2019},
url = {https://doi.org/10.1145/3319911},
doi = {10.1145/3319911},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GuoCLWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HeSBH19,
author = {Kun He and
Pan Shi and
David Bindel and
John E. Hopcroft},
title = {Krylov Subspace Approximation for Local Community Detection in Large
Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {52:1--52:30},
year = {2019},
url = {https://doi.org/10.1145/3340708},
doi = {10.1145/3340708},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HeSBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HenzgenH19,
author = {Sascha Henzgen and
Eyke H{\"{u}}llermeier},
title = {Mining Rank Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {59:1--59:36},
year = {2019},
url = {https://doi.org/10.1145/3363572},
doi = {10.1145/3363572},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HenzgenH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HongLC19,
author = {Junyuan Hong and
Yang Li and
Huanhuan Chen},
title = {Variant Grassmann Manifolds: {A} Representation Augmentation Method
for Action Recognition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {23:1--23:23},
year = {2019},
url = {https://doi.org/10.1145/3314203},
doi = {10.1145/3314203},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HongLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangXYWHB19,
author = {Yourong Huang and
Zhu Xiao and
Xiaoyou Yu and
Dong Wang and
Vincent Havyarimana and
Jing Bai},
title = {Road Network Construction with Complex Intersections Based on Sparsely
Sampled Private Car Trajectory Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {35:1--35:28},
year = {2019},
url = {https://doi.org/10.1145/3326060},
doi = {10.1145/3326060},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuangXYWHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/IqbalKK19,
author = {Mohsin Iqbal and
Asim Karim and
Faisal Kamiran},
title = {Balancing Prediction Errors for Robust Sentiment Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {33:1--33:21},
year = {2019},
url = {https://doi.org/10.1145/3328795},
doi = {10.1145/3328795},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/IqbalKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JaysawalH19,
author = {Bijay Prasad Jaysawal and
Jen{-}Wei Huang},
title = {{PSP-AMS:} Progressive Mining of Sequential Patterns Across Multiple
Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {5:1--5:23},
year = {2019},
url = {https://doi.org/10.1145/3281632},
doi = {10.1145/3281632},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JaysawalH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JhaXGZ19,
author = {Kishlay Jha and
Guangxu Xun and
Vishrawas Gopalakrishnan and
Aidong Zhang},
title = {DWE-Med: Dynamic Word Embeddings for Medical Domain},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {19:1--19:21},
year = {2019},
url = {https://doi.org/10.1145/3310254},
doi = {10.1145/3310254},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JhaXGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangLRYC19,
author = {Bingbing Jiang and
Chang Li and
Maarten de Rijke and
Xin Yao and
Huanhuan Chen},
title = {Probabilistic Feature Selection and Classification Vector Machine},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {21:1--21:27},
year = {2019},
url = {https://doi.org/10.1145/3309541},
doi = {10.1145/3309541},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangLRYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangYD19,
author = {Fei Jiang and
Guosheng Yin and
Francesca Dominici},
title = {Bayesian Model Selection Approach to Multiple Change-Points Detection
with Non-Local Prior Distributions},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {48:1--48:17},
year = {2019},
url = {https://doi.org/10.1145/3340804},
doi = {10.1145/3340804},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JuSGADY19,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Michael Antolovich and
Jun{-}Liang Dong and
Baocai Yin},
title = {Tensorizing Restricted Boltzmann Machine},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {30:1--30:16},
year = {2019},
url = {https://doi.org/10.1145/3321517},
doi = {10.1145/3321517},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JuSGADY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KatibRBK19,
author = {Anas Katib and
Praveen Rao and
Kobus Barnard and
Charles A. Kamhoua},
title = {Fast Approximate Score Computation on Large-Scale Distributed Data
for Learning Multinomial Bayesian Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {14:1--14:40},
year = {2019},
url = {https://doi.org/10.1145/3301304},
doi = {10.1145/3301304},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/KatibRBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LagreeCCM19,
author = {Paul Lagr{\'{e}}e and
Olivier Capp{\'{e}} and
Bogdan Cautis and
Silviu Maniu},
title = {Algorithms for Online Influencer Marketing},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {3:1--3:30},
year = {2019},
url = {https://doi.org/10.1145/3274670},
doi = {10.1145/3274670},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LagreeCCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeRKAK19,
author = {John Boaz Lee and
Ryan A. Rossi and
Sungchul Kim and
Nesreen K. Ahmed and
Eunyee Koh},
title = {Attention Models in Graphs: {A} Survey},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {62:1--62:25},
year = {2019},
url = {https://doi.org/10.1145/3363574},
doi = {10.1145/3363574},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeeRKAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeuwenCVSF19,
author = {Matthijs van Leeuwen and
Polo Chau and
Jilles Vreeken and
Dafna Shahaf and
Christos Faloutsos},
title = {Addendum to the Special Issue on Interactive Data Exploration and
Analytics (TKDD, Vol. 12 Iss. 1)},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {13:1--13:2},
year = {2019},
url = {https://doi.org/10.1145/3298786},
doi = {10.1145/3298786},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeeuwenCVSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeiL19,
author = {Yu Lei and
Wenjie Li},
title = {Interactive Recommendation with User-Specific Deep Reinforcement Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {61:1--61:15},
year = {2019},
url = {https://doi.org/10.1145/3359554},
doi = {10.1145/3359554},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LeiL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiYGXL19,
author = {Qingyang Li and
Zhiwen Yu and
Bin Guo and
Huang Xu and
Xinjiang Lu},
title = {Housing Demand Estimation Based on Express Delivery Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {43:1--43:25},
year = {2019},
url = {https://doi.org/10.1145/3332522},
doi = {10.1145/3332522},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiYGXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuCF19,
author = {Chenyang Liu and
Jian Cao and
Shanshan Feng},
title = {Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {31:1--31:27},
year = {2019},
url = {https://doi.org/10.1145/3320482},
doi = {10.1145/3320482},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiuCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSGZ19,
author = {Xiaoming Liu and
Chao Shen and
Xiaohong Guan and
Yadong Zhou},
title = {Digger: Detect Similar Groups in Heterogeneous Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {2:1--2:27},
year = {2019},
url = {https://doi.org/10.1145/3267106},
doi = {10.1145/3267106},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuSGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuSZCL19,
author = {Shenghua Liu and
Huawei Shen and
Houdong Zheng and
Xueqi Cheng and
Xiangwen Liao},
title = {{CT} {LIS:} Learning Influences and Susceptibilities through Temporal
Behaviors},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {57:1--57:21},
year = {2019},
url = {https://doi.org/10.1145/3363570},
doi = {10.1145/3363570},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuSZCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaSCYKV19,
author = {Liang Ma and
Mudhakar Srivatsa and
Derya Cansever and
Xifeng Yan and
Sue Kase and
Michelle Vanni},
title = {Performance Bounds of Decentralized Search in Expert Networks for
Query Answering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {18:1--18:23},
year = {2019},
url = {https://doi.org/10.1145/3300230},
doi = {10.1145/3300230},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MaSCYKV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MahmoudiYB19,
author = {Amin Mahmoudi and
Mohd Ridzwan Yaakub and
Azuraliza Abu Bakar},
title = {The Relationship between Online Social Network Ties and User Attributes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {26:1--26:15},
year = {2019},
url = {https://doi.org/10.1145/3314204},
doi = {10.1145/3314204},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/MahmoudiYB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MoghazHG19,
author = {Dror Mughaz and
Yaakov HaCohen{-}Kerner and
Dov M. Gabbay},
title = {Text Mining for Evaluating Authors' Birth and Death Years},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {7:1--7:24},
year = {2019},
url = {https://doi.org/10.1145/3281631},
doi = {10.1145/3281631},
timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MoghazHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MuraiRTW19,
author = {Fabricio Murai and
Bruno Ribeiro and
Don Towsley and
Pinghui Wang},
title = {Characterizing Directed and Undirected Networks via Multidimensional
Walks with Jumps},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {11:1--11:33},
year = {2019},
url = {https://doi.org/10.1145/3299877},
doi = {10.1145/3299877},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/MuraiRTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QiangCDWXW19,
author = {Jipeng Qiang and
Ping Chen and
Wei Ding and
Tong Wang and
Fei Xie and
Xindong Wu},
title = {Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document
Summarization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {42:1--42:21},
year = {2019},
url = {https://doi.org/10.1145/3333030},
doi = {10.1145/3333030},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/QiangCDWXW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RoseberryK019,
author = {Martha Roseberry and
Bartosz Krawczyk and
Alberto Cano},
title = {Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data
Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {60:1--60:31},
year = {2019},
url = {https://doi.org/10.1145/3363573},
doi = {10.1145/3363573},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/RoseberryK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SahooHL19,
author = {Doyen Sahoo and
Steven C. H. Hoi and
Bin Li},
title = {Large Scale Online Multiple Kernel Regression with Application to
Time-Series Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {9:1--9:33},
year = {2019},
url = {https://doi.org/10.1145/3299875},
doi = {10.1145/3299875},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/SahooHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SajadmaneshBZR19,
author = {Sina Sajadmanesh and
Sogol Bazargani and
Jiawei Zhang and
Hamid R. Rabiee},
title = {Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information
Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {44:1--44:31},
year = {2019},
url = {https://doi.org/10.1145/3333028},
doi = {10.1145/3333028},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/SajadmaneshBZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SiddiquiFDW19,
author = {Md Amran Siddiqui and
Alan Fern and
Thomas G. Dietterich and
Weng{-}Keen Wong},
title = {Sequential Feature Explanations for Anomaly Detection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {1:1--1:22},
year = {2019},
url = {https://doi.org/10.1145/3230666},
doi = {10.1145/3230666},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SiddiquiFDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SongGCH19,
author = {Qingquan Song and
Hancheng Ge and
James Caverlee and
Xia Hu},
title = {Tensor Completion Algorithms in Big Data Analytics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {6:1--6:48},
year = {2019},
url = {https://doi.org/10.1145/3278607},
doi = {10.1145/3278607},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SongGCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TaoLLDF19,
author = {Zhiqiang Tao and
Hongfu Liu and
Sheng Li and
Zhengming Ding and
Yun Fu},
title = {Robust Spectral Ensemble Clustering via Rank Minimization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {4:1--4:25},
year = {2019},
url = {https://doi.org/10.1145/3278606},
doi = {10.1145/3278606},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/TaoLLDF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Tatti19,
author = {Nikolaj Tatti},
title = {Density-Friendly Graph Decomposition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {54:1--54:29},
year = {2019},
url = {https://doi.org/10.1145/3344210},
doi = {10.1145/3344210},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Tatti19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TeinemaaDRM19,
author = {Irene Teinemaa and
Marlon Dumas and
Marcello La Rosa and
Fabrizio Maria Maggi},
title = {Outcome-Oriented Predictive Process Monitoring: Review and Benchmark},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {17:1--17:57},
year = {2019},
url = {https://doi.org/10.1145/3301300},
doi = {10.1145/3301300},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/TeinemaaDRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VelosoAFZ19,
author = {Br{\'{a}}ulio Miranda Veloso and
Renato M. Assun{\c{c}}{\~{a}}o and
Anderson A. Ferreira and
Nivio Ziviani},
title = {In Search of a Stochastic Model for the E-News Reader},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {65:1--65:27},
year = {2019},
url = {https://doi.org/10.1145/3362695},
doi = {10.1145/3362695},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/VelosoAFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangCL19,
author = {Zhitao Wang and
Chengyao Chen and
Wenjie Li},
title = {Information Diffusion Prediction with Network Regularized Role-based
User Representation Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {29:1--29:23},
year = {2019},
url = {https://doi.org/10.1145/3314106},
doi = {10.1145/3314106},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLWWHZ019,
author = {Yuandong Wang and
Xuelian Lin and
Hua Wei and
Tianyu Wo and
Zhou Huang and
Yong Zhang and
Jie Xu},
title = {A Unified Framework with Multi-source Data for Predicting Passenger
Demands of Ride Services},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {56:1--56:24},
year = {2019},
url = {https://doi.org/10.1145/3355563},
doi = {10.1145/3355563},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangLWWHZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangSDL19,
author = {Yun Wang and
Guojie Song and
Lun Du and
Zhicong Lu},
title = {Real-Time Estimation of the Urban Air Quality with Mobile Sensor System},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {49:11--49:19},
year = {2019},
url = {https://doi.org/10.1145/3356584},
doi = {10.1145/3356584},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangSDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWHW19,
author = {Huan Wang and
Jia Wu and
Wenbin Hu and
Xindong Wu},
title = {Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes
in Evolving Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {12:1--12:24},
year = {2019},
url = {https://doi.org/10.1145/3299886},
doi = {10.1145/3299886},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangWHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangYWY19,
author = {Zheng Wang and
Xiaojun Ye and
Chaokun Wang and
Philip S. Yu},
title = {Feature Selection via Transferring Knowledge Across Different Classes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {22:1--22:29},
year = {2019},
url = {https://doi.org/10.1145/3314202},
doi = {10.1145/3314202},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangYWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLT19,
author = {Jimmy Ming{-}Tai Wu and
Jerry Chun{-}Wei Lin and
Ashish Tamrakar},
title = {High-Utility Itemset Mining with Effective Pruning Strategies},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {58:1--58:22},
year = {2019},
url = {https://doi.org/10.1145/3363571},
doi = {10.1145/3363571},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuZSY19,
author = {Yanan Xu and
Yanmin Zhu and
Yanyan Shen and
Jiadi Yu},
title = {Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous
Urban Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {46:1--46:27},
year = {2019},
url = {https://doi.org/10.1145/3340847},
doi = {10.1145/3340847},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XuZSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XueXZ19,
author = {Yu Xue and
Bing Xue and
Mengjie Zhang},
title = {Self-Adaptive Particle Swarm Optimization for Large-Scale Feature
Selection in Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {50:1--50:27},
year = {2019},
url = {https://doi.org/10.1145/3340848},
doi = {10.1145/3340848},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XueXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YanLWLW19,
author = {Ruidong Yan and
Yi Li and
Weili Wu and
Deying Li and
Yongcai Wang},
title = {Rumor Blocking through Online Link Deletion on Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {2},
pages = {16:1--16:26},
year = {2019},
url = {https://doi.org/10.1145/3301302},
doi = {10.1145/3301302},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YanLWLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangL019,
author = {Wangdong Yang and
Kenli Li and
Keqin Li},
title = {A Pipeline Computing Method of SpTV for Three-Order Tensors on {CPU}
and {GPU}},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {63:1--63:27},
year = {2019},
url = {https://doi.org/10.1145/3363575},
doi = {10.1145/3363575},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YangL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangWRGJZLZ19,
author = {Wenmian Yang and
Kun Wang and
Na Ruan and
Wenyuan Gao and
Weijia Jia and
Wei Zhao and
Nan Liu and
Yunyong Zhang},
title = {Time-Sync Video Tag Extraction Using Semantic Association Graph},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {37:1--37:24},
year = {2019},
url = {https://doi.org/10.1145/3332932},
doi = {10.1145/3332932},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YangWRGJZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangLZBL19,
author = {Xuchao Zhang and
Shuo Lei and
Liang Zhao and
Arnold P. Boedihardjo and
Chang{-}Tien Lu},
title = {Robust Regression via Heuristic Corruption Thresholding and Its Adaptive
Estimation Variation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {28:1--28:22},
year = {2019},
url = {https://doi.org/10.1145/3314105},
doi = {10.1145/3314105},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangLZBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWGCW19,
author = {Mingyue Zhang and
Xuan Wei and
Xunhua Guo and
Guoqing Chen and
Qiang Wei},
title = {Identifying Complements and Substitutes of Products: {A} Neural Network
Framework Based on Product Embedding},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {34:1--34:29},
year = {2019},
url = {https://doi.org/10.1145/3320277},
doi = {10.1145/3320277},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangWGCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouCL19,
author = {Xiren Zhou and
Huanhuan Chen and
Jinlong Li},
title = {Probabilistic Mixture Model for Mapping the Underground Pipes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {47:1--47:26},
year = {2019},
url = {https://doi.org/10.1145/3344721},
doi = {10.1145/3344721},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhouCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouYH19,
author = {Yao Zhou and
Lei Ying and
Jingrui He},
title = {Multi-task Crowdsourcing via an Optimization Framework},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {27:1--27:26},
year = {2019},
url = {https://doi.org/10.1145/3310227},
doi = {10.1145/3310227},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhouYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuCZQ19,
author = {Peisong Zhu and
Zhuang Chen and
Haojie Zheng and
Tieyun Qian},
title = {Aspect Aware Learning for Aspect Category Sentiment Analysis},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {6},
pages = {55:1--55:21},
year = {2019},
url = {https://doi.org/10.1145/3350487},
doi = {10.1145/3350487},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhuCZQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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