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@article{DBLP:journals/tkdd/AhmedDR21,
author = {Nesreen K. Ahmed and
Nick Duffield and
Ryan A. Rossi},
title = {Online Sampling of Temporal Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {59:1--59:27},
year = {2021},
url = {https://doi.org/10.1145/3442202},
doi = {10.1145/3442202},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AhmedDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlarteS21,
author = {Juli{\'{a}}n Alarte and
Josep Silva},
title = {Page-Level Main Content Extraction From Heterogeneous Webpages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {105:1--105:105},
year = {2021},
url = {https://doi.org/10.1145/3451168},
doi = {10.1145/3451168},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/AlarteS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AlmeidaZDCC21,
author = {Matthew Almeida and
Yong Zhuang and
Wei Ding and
Scott E. Crouter and
Ping Chen},
title = {Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias
and Variance},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {27:1--27:18},
year = {2021},
url = {https://doi.org/10.1145/3429447},
doi = {10.1145/3429447},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AlmeidaZDCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej21,
author = {Chainarong Amornbunchornvej and
Navaporn Surasvadi and
Anon Plangprasopchok and
Suttipong Thajchayapong},
title = {Identifying Linear Models in Multi-Resolution Population Data Using
Minimum Description Length Principle to Predict Household Income},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {15:1--15:30},
year = {2021},
url = {https://doi.org/10.1145/3424670},
doi = {10.1145/3424670},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Amornbunchornvej21a,
author = {Chainarong Amornbunchornvej and
Elena Zheleva and
Tanya Y. Berger{-}Wolf},
title = {Variable-lag Granger Causality and Transfer Entropy for Time Series
Analysis},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {67:1--67:30},
year = {2021},
url = {https://doi.org/10.1145/3441452},
doi = {10.1145/3441452},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Amornbunchornvej21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AnaissiSZ21,
author = {Ali Anaissi and
Basem Suleiman and
Seid Miad Zandavi},
title = {Online Tensor-Based Learning Model for Structural Damage Detection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {107:1--107:18},
year = {2021},
url = {https://doi.org/10.1145/3451217},
doi = {10.1145/3451217},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AnaissiSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AtaFWSKL21,
author = {Sezin Kircali Ata and
Yuan Fang and
Min Wu and
Jiaqi Shi and
Chee Keong Kwoh and
Xiaoli Li},
title = {Multi-View Collaborative Network Embedding},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {39:1--39:18},
year = {2021},
url = {https://doi.org/10.1145/3441450},
doi = {10.1145/3441450},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AtaFWSKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AzevedoMGC21,
author = {Ricardo de Azevedo Brand{\~{a}}o and
Gabriel Resende Machado and
Ronaldo Ribeiro Goldschmidt and
Ricardo Choren},
title = {A Reduced Network Traffic Method for IoT Data Clustering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {13:1--13:23},
year = {2021},
url = {https://doi.org/10.1145/3423139},
doi = {10.1145/3423139},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AzevedoMGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BaiMZY21,
author = {Luyi Bai and
Xiangnan Ma and
Mingcheng Zhang and
Wenting Yu},
title = {TPmod: {A} Tendency-Guided Prediction Model for Temporal Knowledge
Graph Completion},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {41:1--41:17},
year = {2021},
url = {https://doi.org/10.1145/3443687},
doi = {10.1145/3443687},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BaiMZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BarlaugG21,
author = {Nils Barlaug and
Jon Atle Gulla},
title = {Neural Networks for Entity Matching: {A} Survey},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {52:1--52:37},
year = {2021},
url = {https://doi.org/10.1145/3442200},
doi = {10.1145/3442200},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BarlaugG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BauerJ21,
author = {Josef Bauer and
Dietmar Jannach},
title = {Improved Customer Lifetime Value Prediction With Sequence-To-Sequence
Learning and Feature-Based Models},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {80:1--80:37},
year = {2021},
url = {https://doi.org/10.1145/3441444},
doi = {10.1145/3441444},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BauerJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BelohlavekT21,
author = {Radim Belohl{\'{a}}vek and
Martin Trnecka},
title = {The 8M Algorithm from Today's Perspective},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {22:1--22:22},
year = {2021},
url = {https://doi.org/10.1145/3428078},
doi = {10.1145/3428078},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BelohlavekT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BernardiniCCGLP21,
author = {Giulia Bernardini and
Huiping Chen and
Alessio Conte and
Roberto Grossi and
Grigorios Loukides and
Nadia Pisanti and
Solon P. Pissis and
Giovanna Rosone and
Michelle Sweering},
title = {Combinatorial Algorithms for String Sanitization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {8:1--8:34},
year = {2021},
url = {https://doi.org/10.1145/3418683},
doi = {10.1145/3418683},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BernardiniCCGLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BressanLP21,
author = {Marco Bressan and
Stefano Leucci and
Alessandro Panconesi},
title = {Faster Motif Counting via Succinct Color Coding and Adaptive Sampling},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {96:1--96:27},
year = {2021},
url = {https://doi.org/10.1145/3447397},
doi = {10.1145/3447397},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/BressanLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Burkhardt21,
author = {Paul Burkhardt},
title = {Optimal Algebraic Breadth-First Search for Sparse Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {77:1--77:19},
year = {2021},
url = {https://doi.org/10.1145/3446216},
doi = {10.1145/3446216},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Burkhardt21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenPYT21,
author = {Chen Chen and
Ruiyue Peng and
Lei Ying and
Hanghang Tong},
title = {Fast Connectivity Minimization on Large-Scale Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {53:1--53:25},
year = {2021},
url = {https://doi.org/10.1145/3442342},
doi = {10.1145/3442342},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ChenPYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenSX21,
author = {Zhe Chen and
Aixin Sun and
Xiaokui Xiao},
title = {Incremental Community Detection on Large Complex Attributed Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {109:1--109:20},
year = {2021},
url = {https://doi.org/10.1145/3451216},
doi = {10.1145/3451216},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengSHZ21,
author = {Weiyu Cheng and
Yanyan Shen and
Linpeng Huang and
Yanmin Zhu},
title = {Dual-Embedding based Deep Latent Factor Models for Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {85:1--85:24},
year = {2021},
url = {https://doi.org/10.1145/3447395},
doi = {10.1145/3447395},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChengSHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChengSZWC21,
author = {Lin Cheng and
Yuliang Shi and
Kun Zhang and
Xinjun Wang and
Zhiyong Chen},
title = {{GGATB-LSTM:} Grouping and Global Attention-based Time-aware Bidirectional
{LSTM} Medical Treatment Behavior Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {45:1--45:16},
year = {2021},
url = {https://doi.org/10.1145/3441454},
doi = {10.1145/3441454},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChengSZWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CoroDV21,
author = {Federico Coro and
Gianlorenzo D'Angelo and
Yllka Velaj},
title = {Link Recommendation for Social Influence Maximization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {94:1--94:23},
year = {2021},
url = {https://doi.org/10.1145/3449023},
doi = {10.1145/3449023},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/CoroDV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Coscia21,
author = {Michele Coscia},
title = {Noise Corrected Sampling of Online Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {29:1--29:21},
year = {2021},
url = {https://doi.org/10.1145/3434749},
doi = {10.1145/3434749},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/Coscia21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DengCFJST21,
author = {Jinliang Deng and
Xiusi Chen and
Zipei Fan and
Renhe Jiang and
Xuan Song and
Ivor W. Tsang},
title = {The Pulse of Urban Transport: Exploring the Co-evolving Pattern for
Spatio-temporal Forecasting},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {103:1--103:25},
year = {2021},
url = {https://doi.org/10.1145/3450528},
doi = {10.1145/3450528},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DengCFJST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DjenouriDL21,
author = {Youcef Djenouri and
Djamel Djenouri and
Jerry Chun{-}Wei Lin},
title = {Trajectory Outlier Detection: New Problems and Solutions for Smart
Cities},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {20:1--20:28},
year = {2021},
url = {https://doi.org/10.1145/3425867},
doi = {10.1145/3425867},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DjenouriDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Dornaika21,
author = {Fadi Dornaika},
title = {Elastic Embedding through Graph Convolution-based Regression for Semi-supervised
Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {56:1--56:11},
year = {2021},
url = {https://doi.org/10.1145/3441456},
doi = {10.1145/3441456},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/Dornaika21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DuongRND21,
author = {Quang{-}Huy Duong and
Heri Ramampiaro and
Kjetil N{\o}rv{\aa}g and
Thu{-}Lan Dam},
title = {Density Guarantee on Finding Multiple Subgraphs and Subtensors},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {76:1--76:32},
year = {2021},
url = {https://doi.org/10.1145/3446668},
doi = {10.1145/3446668},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DuongRND21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FengLGLN21,
author = {Yi Feng and
Chuanyi Li and
Jidong Ge and
Bin Luo and
Vincent Ng},
title = {Recommending Statutes: {A} Portable Method Based on Neural Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {16:1--16:22},
year = {2021},
url = {https://doi.org/10.1145/3424671},
doi = {10.1145/3424671},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/FengLGLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GalimbertiCBBCG21,
author = {Edoardo Galimberti and
Martino Ciaperoni and
Alain Barrat and
Francesco Bonchi and
Ciro Cattuto and
Francesco Gullo},
title = {Span-core Decomposition for Temporal Networks: Algorithms and Applications},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {2:1--2:44},
year = {2021},
url = {https://doi.org/10.1145/3418226},
doi = {10.1145/3418226},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GalimbertiCBBCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GanLZYFCY21,
author = {Wensheng Gan and
Jerry Chun{-}Wei Lin and
Jiexiong Zhang and
Hongzhi Yin and
Philippe Fournier{-}Viger and
Han{-}Chieh Chao and
Philip S. Yu},
title = {Utility Mining Across Multi-Dimensional Sequences},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {82:1--82:24},
year = {2021},
url = {https://doi.org/10.1145/3446938},
doi = {10.1145/3446938},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GanLZYFCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GaoXLC21,
author = {Xiaofeng Gao and
Wenyi Xu and
Mingding Liao and
Guihai Chen},
title = {Trust Prediction for Online Social Networks with Integrated Time-Aware
Similarity},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {95:1--95:30},
year = {2021},
url = {https://doi.org/10.1145/3447682},
doi = {10.1145/3447682},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GaoXLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GarciarenaMS21,
author = {Unai Garciarena and
Alexander Mendiburu and
Roberto Santana},
title = {Towards Automatic Construction of Multi-Network Models for Heterogeneous
Multi-Task Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {33:1--33:23},
year = {2021},
url = {https://doi.org/10.1145/3434748},
doi = {10.1145/3434748},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GarciarenaMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GhasemiFM21,
author = {Negin Ghasemi and
Ramin Fatourechi and
Saeedeh Momtazi},
title = {User Embedding for Expert Finding in Community Question Answering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {70:1--70:16},
year = {2021},
url = {https://doi.org/10.1145/3441302},
doi = {10.1145/3441302},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GhasemiFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GhoshNMQ21,
author = {Aindrila Ghosh and
Mona Nashaat and
James Miller and
Shaikh Quader},
title = {Context-Based Evaluation of Dimensionality Reduction Algorithms -
Experiments and Statistical Significance Analysis},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {24:1--24:40},
year = {2021},
url = {https://doi.org/10.1145/3428077},
doi = {10.1145/3428077},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GhoshNMQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoW21,
author = {Jianxiong Guo and
Weili Wu},
title = {Adaptive Influence Maximization: If Influential Node Unwilling to
Be the Seed},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {84:1--84:23},
year = {2021},
url = {https://doi.org/10.1145/3447396},
doi = {10.1145/3447396},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GuoW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HaoGWLYWY21,
author = {Shaoyang Hao and
Bin Guo and
Hao Wang and
Yunji Liang and
Lina Yao and
Qianru Wang and
Zhiwen Yu},
title = {DeepDepict: Enabling Information Rich, Personalized Product Description
Generation With the Deep Multiple Pointer Generator Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {83:1--83:16},
year = {2021},
url = {https://doi.org/10.1145/3446982},
doi = {10.1145/3446982},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HaoGWLYWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuW21,
author = {Yue Hu and
Daniel B. Work},
title = {Robust Tensor Recovery with Fiber Outliers for Traffic Events},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {6:1--6:27},
year = {2021},
url = {https://doi.org/10.1145/3417337},
doi = {10.1145/3417337},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HuW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangSYXSJ21,
author = {Hong Huang and
Yu Song and
Fanghua Ye and
Xing Xie and
Xuanhua Shi and
Hai Jin},
title = {Multi-Stage Network Embedding for Exploring Heterogeneous Edges},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {5:1--5:27},
year = {2021},
url = {https://doi.org/10.1145/3415157},
doi = {10.1145/3415157},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuangSYXSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangYYT21,
author = {Yu Huang and
Josh Jia{-}Ching Ying and
Philip S. Yu and
Vincent S. Tseng},
title = {Dynamic Graph Mining for Multi-weight Multi-destination Route Planning
with Deadlines Constraints},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {3:1--3:32},
year = {2021},
url = {https://doi.org/10.1145/3412363},
doi = {10.1145/3412363},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HuangYYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiYYZZSF21,
author = {Yugang Ji and
Mingyang Yin and
Hongxia Yang and
Jingren Zhou and
Vincent W. Zheng and
Chuan Shi and
Yuan Fang},
title = {Accelerating Large-Scale Heterogeneous Interaction Graph Embedding
Learning via Importance Sampling},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {10:1--10:23},
year = {2021},
url = {https://doi.org/10.1145/3418684},
doi = {10.1145/3418684},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiYYZZSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangKPGHR21,
author = {Jie Jiang and
Qiuqiang Kong and
Mark D. Plumbley and
Nigel Gilbert and
Mark Hoogendoorn and
Diederik M. Roijers},
title = {Deep Learning-Based Energy Disaggregation and On/Off Detection of
Household Appliances},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {50:1--50:21},
year = {2021},
url = {https://doi.org/10.1145/3441300},
doi = {10.1145/3441300},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangKPGHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JoaristiS21,
author = {Mikel Joaristi and
Edoardo Serra},
title = {{SIR-GN:} {A} Fast Structural Iterative Representation Learning Approach
For Graph Nodes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {100:1--100:39},
year = {2021},
url = {https://doi.org/10.1145/3450315},
doi = {10.1145/3450315},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JoaristiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JurdiADM21,
author = {Wissam Al Jurdi and
Jacques Bou Abdo and
Jacques Demerjian and
Abdallah Makhoul},
title = {Critique on Natural Noise in Recommender Systems},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {75:1--75:30},
year = {2021},
url = {https://doi.org/10.1145/3447780},
doi = {10.1145/3447780},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JurdiADM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoleySBGD21,
author = {Paramita Koley and
Avirup Saha and
Sourangshu Bhattacharya and
Niloy Ganguly and
Abir De},
title = {Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental
Design Approach},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {99:1--99:25},
year = {2021},
url = {https://doi.org/10.1145/3449361},
doi = {10.1145/3449361},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KoleySBGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KumarS21,
author = {Suhansanu Kumar and
Hari Sundaram},
title = {Attribute-Guided Network Sampling Mechanisms},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {69:1--69:24},
year = {2021},
url = {https://doi.org/10.1145/3441445},
doi = {10.1145/3441445},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KumarS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiCLL21,
author = {Chongshou Li and
Brenda Cheang and
Zhixing Luo and
Andrew Lim},
title = {An Exponential Factorization Machine with Percentage Error Minimization
to Retail Sales Forecasting},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {19:1--19:32},
year = {2021},
url = {https://doi.org/10.1145/3426238},
doi = {10.1145/3426238},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiCLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHWHLC21,
author = {Juan{-}Hui Li and
Ling Huang and
Chang{-}Dong Wang and
Dong Huang and
Jian{-}Huang Lai and
Pei Chen},
title = {Attributed Network Embedding with Micro-Meso Structure},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {72:1--72:26},
year = {2021},
url = {https://doi.org/10.1145/3441486},
doi = {10.1145/3441486},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiHWHLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLCZCY21,
author = {Dongsheng Li and
Haodong Liu and
Chao Chen and
Yingying Zhao and
Stephen M. Chu and
Bo Yang},
title = {NeuSE: {A} Neural Snapshot Ensemble Method for Collaborative Filtering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {102:1--102:20},
year = {2021},
url = {https://doi.org/10.1145/3450526},
doi = {10.1145/3450526},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiLCZCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiLYLSC21,
author = {Yanni Li and
Bing Liu and
Yongbo Yu and
Hui Li and
Jiacan Sun and
Jiangtao Cui},
title = {3E-LDA: Three Enhancements to Linear Discriminant Analysis},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {57:1--57:20},
year = {2021},
url = {https://doi.org/10.1145/3442347},
doi = {10.1145/3442347},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiLYLSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiTNJZCXY21,
author = {Chenglin Li and
Carrie Lu Tong and
Di Niu and
Bei Jiang and
Xiao Zuo and
Lei Cheng and
Jian Xiong and
Jianming Yang},
title = {Similarity Embedding Networks for Robust Human Activity Recognition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {98:1--98:17},
year = {2021},
url = {https://doi.org/10.1145/3448021},
doi = {10.1145/3448021},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiTNJZCXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinLSNWL21,
author = {Mingkai Lin and
Wenzhong Li and
Lynda J. Song and
Cam{-}Tu Nguyen and
Xiaoliang Wang and
Sanglu Lu},
title = {{SAKE:} Estimating Katz Centrality Based on Sampling for Large-Scale
Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {66:1--66:21},
year = {2021},
url = {https://doi.org/10.1145/3441646},
doi = {10.1145/3441646},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LinLSNWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinOWLH21,
author = {Chen Lin and
Zhichao Ouyang and
Xiaoli Wang and
Hui Li and
Zhenhua Huang},
title = {Preserve Integrity in Realtime Event Summarization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {49:1--49:29},
year = {2021},
url = {https://doi.org/10.1145/3442344},
doi = {10.1145/3442344},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LinOWLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LingWWPMXLWJ21,
author = {Xiang Ling and
Lingfei Wu and
Saizhuo Wang and
Gaoning Pan and
Tengfei Ma and
Fangli Xu and
Alex X. Liu and
Chunming Wu and
Shouling Ji},
title = {Deep Graph Matching and Searching for Semantic Code Retrieval},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {88:1--88:21},
year = {2021},
url = {https://doi.org/10.1145/3447571},
doi = {10.1145/3447571},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LingWWPMXLWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGZZCHZZY21,
author = {Yan Liu and
Bin Guo and
Daqing Zhang and
Djamal Zeghlache and
Jingmin Chen and
Ke Hu and
Sizhe Zhang and
Dan Zhou and
Zhiwen Yu},
title = {Knowledge Transfer with Weighted Adversarial Network for Cold-Start
Store Site Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {47:1--47:27},
year = {2021},
url = {https://doi.org/10.1145/3442203},
doi = {10.1145/3442203},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuGZZCHZZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuHSLQLG21,
author = {Bo Liu and
Xi He and
Mingdong Song and
Jianqiang Li and
Guangzhi Qu and
Jianlei Lang and
Rentao Gu},
title = {A Method for Mining Granger Causality Relationship on Atmospheric
Visibility},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {92:1--92:16},
year = {2021},
url = {https://doi.org/10.1145/3447681},
doi = {10.1145/3447681},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuHSLQLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLLSZ21,
author = {Huawen Liu and
Enhui Li and
Xinwang Liu and
Kaile Su and
Shichao Zhang},
title = {Anomaly Detection With Kernel Preserving Embedding},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {91:1--91:18},
year = {2021},
url = {https://doi.org/10.1145/3447684},
doi = {10.1145/3447684},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLLSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLWWYZW21,
author = {Kai Liu and
Hongbo Liu and
Tomas E. Ward and
Hua Wang and
Yu Yang and
Bo Zhang and
Xindong Wu},
title = {Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions
From Brain Functional Networks Through Probabilistic Mixture Models},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {87:1--87:26},
year = {2021},
url = {https://doi.org/10.1145/3447570},
doi = {10.1145/3447570},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLWWYZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLZBW21,
author = {Kai Liu and
Xiangyu Li and
Zhihui Zhu and
Lodewijk Brand and
Hua Wang},
title = {Factor-Bounded Nonnegative Matrix Factorization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {111:1--111:18},
year = {2021},
url = {https://doi.org/10.1145/3451395},
doi = {10.1145/3451395},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLZBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuVHLPSM21,
author = {Shikang Liu and
Fatemeh Vahedian and
David Hachen and
Omar Lizardo and
Christian Poellabauer and
Aaron Striegel and
Tijana Milenkovic},
title = {Heterogeneous Network Approach to Predict Individuals' Mental Health},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {25:1--25:26},
year = {2021},
url = {https://doi.org/10.1145/3429446},
doi = {10.1145/3429446},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuVHLPSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuYCMCLZ21,
author = {Xueyan Liu and
Bo Yang and
Hechang Chen and
Katarzyna Musial and
Hongxu Chen and
Yang Li and
Wanli Zuo},
title = {A Scalable Redefined Stochastic Blockmodel},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {46:1--46:28},
year = {2021},
url = {https://doi.org/10.1145/3442589},
doi = {10.1145/3442589},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiuYCMCLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MauryaLM21,
author = {Sunil Kumar Maurya and
Xin Liu and
Tsuyoshi Murata},
title = {Graph Neural Networks for Fast Node Ranking Approximation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {78:1--78:32},
year = {2021},
url = {https://doi.org/10.1145/3446217},
doi = {10.1145/3446217},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MauryaLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MunozYLSLPR21,
author = {Mario Andr{\'{e}}s Mu{\~{n}}oz and
Tao Yan and
Matheus R. Leal and
Kate Smith{-}Miles and
Ana Carolina Lorena and
Gisele L. Pappa and
R{\^{o}}mulo Madureira Rodrigues},
title = {An Instance Space Analysis of Regression Problems},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {28:1--28:25},
year = {2021},
url = {https://doi.org/10.1145/3436893},
doi = {10.1145/3436893},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MunozYLSLPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NasirAMR21,
author = {Muhammad Anis Uddin Nasir and
{\c{C}}igdem Aslay and
Gianmarco De Francisci Morales and
Matteo Riondato},
title = {TipTap: Approximate Mining of Frequent \emph{k}-Subgraph Patterns
in Evolving Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {48:1--48:35},
year = {2021},
url = {https://doi.org/10.1145/3442590},
doi = {10.1145/3442590},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/NasirAMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NettasingheK21,
author = {Buddhika Nettasinghe and
Vikram Krishnamurthy},
title = {Maximum Likelihood Estimation of Power-law Degree Distributions via
Friendship Paradox-based Sampling},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {106:1--106:28},
year = {2021},
url = {https://doi.org/10.1145/3451166},
doi = {10.1145/3451166},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/NettasingheK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OuyangGTHXY21,
author = {Yi Ouyang and
Bin Guo and
Xing Tang and
Xiuqiang He and
Jian Xiong and
Zhiwen Yu},
title = {Mobile App Cross-Domain Recommendation with Multi-Graph Neural Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {55:1--55:21},
year = {2021},
url = {https://doi.org/10.1145/3442201},
doi = {10.1145/3442201},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/OuyangGTHXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PaulKSM21,
author = {Dipanjyoti Paul and
Rahul Kumar and
Sriparna Saha and
Jimson Mathew},
title = {Multi-objective Cuckoo Search-based Streaming Feature Selection for
Multi-label Dataset},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {93:1--93:24},
year = {2021},
url = {https://doi.org/10.1145/3447586},
doi = {10.1145/3447586},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PaulKSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengLSYRYH21,
author = {Hao Peng and
Jianxin Li and
Yangqiu Song and
Renyu Yang and
Rajiv Ranjan and
Philip S. Yu and
Lifang He},
title = {Streaming Social Event Detection and Evolution Discovery in Heterogeneous
Information Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {89:1--89:33},
year = {2021},
url = {https://doi.org/10.1145/3447585},
doi = {10.1145/3447585},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/PengLSYRYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiACARKK21,
author = {Ryan A. Rossi and
Nesreen K. Ahmed and
Aldo G. Carranza and
David Arbour and
Anup B. Rao and
Sungchul Kim and
Eunyee Koh},
title = {Heterogeneous Graphlets},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {9:1--9:43},
year = {2021},
url = {https://doi.org/10.1145/3418773},
doi = {10.1145/3418773},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/RossiACARKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RossiBFMM21,
author = {Andrea Rossi and
Denilson Barbosa and
Donatella Firmani and
Antonio Matinata and
Paolo Merialdo},
title = {Knowledge Graph Embedding for Link Prediction: {A} Comparative Analysis},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {14:1--14:49},
year = {2021},
url = {https://doi.org/10.1145/3424672},
doi = {10.1145/3424672},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/RossiBFMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SalveMGRP21,
author = {Andrea De Salve and
Paolo Mori and
Barbara Guidi and
Laura Ricci and
Roberto Di Pietro},
title = {Predicting Influential Users in Online Social Network Groups},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {35:1--35:50},
year = {2021},
url = {https://doi.org/10.1145/3441447},
doi = {10.1145/3441447},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SalveMGRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Sanei-MehriDHT21,
author = {Seyed{-}Vahid Sanei{-}Mehri and
Apurba Das and
Hooman Hashemi and
Srikanta Tirthapura},
title = {Mining Largest Maximal Quasi-Cliques},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {81:1--81:21},
year = {2021},
url = {https://doi.org/10.1145/3446637},
doi = {10.1145/3446637},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Sanei-MehriDHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SharmaM21,
author = {Shalini Sharma and
Angshul Majumdar},
title = {Sequential Transform Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {86:1--86:18},
year = {2021},
url = {https://doi.org/10.1145/3447394},
doi = {10.1145/3447394},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/SharmaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinLOHF21,
author = {Kijung Shin and
Euiwoong Lee and
Jinoh Oh and
Mohammad Hammoud and
Christos Faloutsos},
title = {CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {38:1--38:30},
year = {2021},
url = {https://doi.org/10.1145/3441487},
doi = {10.1145/3441487},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShinLOHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SiersI21,
author = {Michael J. Siers and
Md Zahidul Islam},
title = {Class Imbalance and Cost-Sensitive Decision Trees: {A} Unified Survey
Based on a Core Similarity},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {4:1--4:31},
year = {2021},
url = {https://doi.org/10.1145/3415156},
doi = {10.1145/3415156},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SiersI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SongWDLW21,
author = {Guojie Song and
Yun Wang and
Lun Du and
Yi Li and
Junshan Wang},
title = {Network Embedding on Hierarchical Community Structure Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {62:1--62:23},
year = {2021},
url = {https://doi.org/10.1145/3434747},
doi = {10.1145/3434747},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SongWDLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/StefaniTU21,
author = {Lorenzo De Stefani and
Erisa Terolli and
Eli Upfal},
title = {Tiered Sampling: An Efficient Method for Counting Sparse Motifs in
Massive Graph Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {79:1--79:52},
year = {2021},
url = {https://doi.org/10.1145/3441299},
doi = {10.1145/3441299},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/StefaniTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SteinbussB21,
author = {Georg Steinbuss and
Klemens B{\"{o}}hm},
title = {Generating Artificial Outliers in the Absence of Genuine Ones - {A}
Survey},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {30:1--30:37},
year = {2021},
url = {https://doi.org/10.1145/3447822},
doi = {10.1145/3447822},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SteinbussB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SteinbussB21a,
author = {Georg Steinbuss and
Klemens B{\"{o}}hm},
title = {Benchmarking Unsupervised Outlier Detection with Realistic Synthetic
Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {65:1--65:20},
year = {2021},
url = {https://doi.org/10.1145/3441453},
doi = {10.1145/3441453},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/SteinbussB21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunKWWY21,
author = {Bin Sun and
Dehui Kong and
Shaofan Wang and
Lichun Wang and
Baocai Yin},
title = {Joint Transferable Dictionary Learning and View Adaptation for Multi-view
Human Action Recognition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {32:1--32:23},
year = {2021},
url = {https://doi.org/10.1145/3434746},
doi = {10.1145/3434746},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SunKWWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TuYWDGZ21,
author = {Jinzheng Tu and
Guoxian Yu and
Jun Wang and
Carlotta Domeniconi and
Maozu Guo and
Xiangliang Zhang},
title = {CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {12:1--12:24},
year = {2021},
url = {https://doi.org/10.1145/3421712},
doi = {10.1145/3421712},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/TuYWDGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangBL21,
author = {Yunzhe Wang and
George Baciu and
Chenhui Li},
title = {A Layout-Based Classification Method for Visualizing Time-Varying
Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {54:1--54:24},
year = {2021},
url = {https://doi.org/10.1145/3441301},
doi = {10.1145/3441301},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangDLLZ21,
author = {Hao Wang and
Shuai Ding and
Yeqing Li and
Xiaojian Li and
Youtao Zhang},
title = {Hierarchical Physician Recommendation via Diversity-enhanced Matrix
Factorization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {1:1--1:17},
year = {2021},
url = {https://doi.org/10.1145/3418227},
doi = {10.1145/3418227},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangDLLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangJLL21,
author = {Jingjing Wang and
Wenjun Jiang and
Kenli Li and
Keqin Li},
title = {Reducing Cumulative Errors of Incremental {CP} Decomposition in Dynamic
Online Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {42:1--42:33},
year = {2021},
url = {https://doi.org/10.1145/3441645},
doi = {10.1145/3441645},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangJLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLDLJ21,
author = {Huandong Wang and
Yong Li and
Mu Du and
Zhenhui Li and
Depeng Jin},
title = {App2Vec: Context-Aware Application Usage Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {112:1--112:21},
year = {2021},
url = {https://doi.org/10.1145/3451396},
doi = {10.1145/3451396},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangLDLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLLXXL21,
author = {Rui Wang and
Yongkun Li and
Shuai Lin and
Hong Xie and
Yinlong Xu and
John C. S. Lui},
title = {On Modeling Influence Maximization in Social Activity Networks under
General Settings},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {108:1--108:28},
year = {2021},
url = {https://doi.org/10.1145/3451218},
doi = {10.1145/3451218},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangLLXXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangXBZGGXHD21,
author = {Kafeng Wang and
Haoyi Xiong and
Jiang Bian and
Zhanxing Zhu and
Qian Gao and
Zhishan Guo and
Cheng{-}Zhong Xu and
Jun Huan and
Dejing Dou},
title = {Sampling Sparse Representations with Randomized Measurement Langevin
Dynamics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {21:1--21:21},
year = {2021},
url = {https://doi.org/10.1145/3427585},
doi = {10.1145/3427585},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangXBZGGXHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangXWGTD21,
author = {Wei Wang and
Feng Xia and
Jian Wu and
Zhiguo Gong and
Hanghang Tong and
Brian D. Davison},
title = {Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator
Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {40:1--40:19},
year = {2021},
url = {https://doi.org/10.1145/3442199},
doi = {10.1145/3442199},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangXWGTD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZ21,
author = {Yashen Wang and
Huanhuan Zhang},
title = {{HARP:} {A} Novel Hierarchical Attention Model for Relation Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {17:1--17:22},
year = {2021},
url = {https://doi.org/10.1145/3424673},
doi = {10.1145/3424673},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangZLZ21,
author = {Yashen Wang and
Huanhuan Zhang and
Zhirun Liu and
Qiang Zhou},
title = {Hierarchical Concept-Driven Language Model},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {104:1--104:22},
year = {2021},
url = {https://doi.org/10.1145/3451167},
doi = {10.1145/3451167},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuGYC21,
author = {Guanhao Wu and
Xiaofeng Gao and
Ge Yan and
Guihai Chen},
title = {Parallel Greedy Algorithm to Multiple Influence Maximization in Social
Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {43:1--43:21},
year = {2021},
url = {https://doi.org/10.1145/3442341},
doi = {10.1145/3442341},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuGYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuPDZ21,
author = {Man Wu and
Shirui Pan and
Lan Du and
Xingquan Zhu},
title = {Learning Graph Neural Networks with Positive and Unlabeled Nodes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {101:1--101:25},
year = {2021},
url = {https://doi.org/10.1145/3450316},
doi = {10.1145/3450316},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuPDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaJWXW21,
author = {Peike Xia and
Wenjun Jiang and
Jie Wu and
Surong Xiao and
Guojun Wang},
title = {Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment
Prediction at the Aspect Level},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {68:1--68:29},
year = {2021},
url = {https://doi.org/10.1145/3441451},
doi = {10.1145/3441451},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XiaJWXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiaLLFHSGJ21,
author = {Tong Xia and
Junjie Lin and
Yong Li and
Jie Feng and
Pan Hui and
Funing Sun and
Diansheng Guo and
Depeng Jin},
title = {3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide
Crowd Flow Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {110:1--110:21},
year = {2021},
url = {https://doi.org/10.1145/3451394},
doi = {10.1145/3451394},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XiaLLFHSGJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XieZLL21,
author = {Hong Xie and
Mingze Zhong and
Yongkun Li and
John C. S. Lui},
title = {Understanding Persuasion Cascades in Online Product Rating Systems:
Modeling, Analysis, and Inference},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {36:1--36:29},
year = {2021},
url = {https://doi.org/10.1145/3440887},
doi = {10.1145/3440887},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XieZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuYGC21,
author = {En Xu and
Zhiwen Yu and
Bin Guo and
Helei Cui},
title = {Core Interest Network for Click-Through Rate Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {23:1--23:16},
year = {2021},
url = {https://doi.org/10.1145/3428079},
doi = {10.1145/3428079},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XuYGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XunJZ21,
author = {Guangxu Xun and
Kishlay Jha and
Aidong Zhang},
title = {MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable
MeSH Probes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {11:1--11:14},
year = {2021},
url = {https://doi.org/10.1145/3421713},
doi = {10.1145/3421713},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XunJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YanLLWZW21,
author = {Ruidong Yan and
Yi Li and
Deying Li and
Yongcai Wang and
Yuqing Zhu and
Weili Wu},
title = {A Stochastic Algorithm Based on Reverse Sampling Technique to Fight
Against the Cyberbullying},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {71:1--71:22},
year = {2021},
url = {https://doi.org/10.1145/3441455},
doi = {10.1145/3441455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YanLLWZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangYCLZ21,
author = {Lei Yang and
Xi Yu and
Jiannong Cao and
Xuxun Liu and
Pan Zhou},
title = {Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous
On-Demand Services},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {44:1--44:23},
year = {2021},
url = {https://doi.org/10.1145/3442343},
doi = {10.1145/3442343},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YangYCLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YaoCLLGZ21,
author = {Liuyi Yao and
Zhixuan Chu and
Sheng Li and
Yaliang Li and
Jing Gao and
Aidong Zhang},
title = {A Survey on Causal Inference},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {74:1--74:46},
year = {2021},
url = {https://doi.org/10.1145/3444944},
doi = {10.1145/3444944},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YaoCLLGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinSGHWY21,
author = {Shuai Yin and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Boyue Wang and
Baocai Yin},
title = {Robust Image Representation via Low Rank Locality Preserving Projection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {64:1--64:22},
year = {2021},
url = {https://doi.org/10.1145/3434768},
doi = {10.1145/3434768},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YinSGHWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YingWWLZSHCYG21,
author = {Shi Ying and
Bingming Wang and
Lu Wang and
Qingshan Li and
Yishi Zhao and
Jianga Shang and
Hao Huang and
Guoli Cheng and
Zhe Yang and
Jiangyi Geng},
title = {An Improved KNN-Based Efficient Log Anomaly Detection Method with
Automatically Labeled Samples},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {34:1--34:22},
year = {2021},
url = {https://doi.org/10.1145/3441448},
doi = {10.1145/3441448},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YingWWLZSHCYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuLL21,
author = {Kui Yu and
Lin Liu and
Jiuyong Li},
title = {A Unified View of Causal and Non-causal Feature Selection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {63:1--63:46},
year = {2021},
url = {https://doi.org/10.1145/3436891},
doi = {10.1145/3436891},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YuLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YueSWBLCZ21,
author = {Lin Yue and
Hao Shen and
Sen Wang and
Robert Boots and
Guodong Long and
Weitong Chen and
Xiaowei Zhao},
title = {Exploring {BCI} Control in Smart Environments: Intention Recognition
Via {EEG} Representation Enhancement Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {90:1--90:20},
year = {2021},
url = {https://doi.org/10.1145/3450449},
doi = {10.1145/3450449},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YueSWBLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZangZXY21,
author = {Tianzi Zang and
Yanmin Zhu and
Yanan Xu and
Jiadi Yu},
title = {Jointly Modeling Spatio-Temporal Dependencies and Daily Flow Correlations
for Crowd Flow Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {58:1--58:20},
year = {2021},
url = {https://doi.org/10.1145/3439346},
doi = {10.1145/3439346},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZangZXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZengZGXH21,
author = {Shaoning Zeng and
Bob Zhang and
Jianping Gou and
Yong Xu and
Wei Huang},
title = {Fast and Robust Dictionary-based Classification for Image Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {97:1--97:22},
year = {2021},
url = {https://doi.org/10.1145/3449360},
doi = {10.1145/3449360},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZengZGXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangGHM21,
author = {Benhui Zhang and
Maoguo Gong and
Jianbin Huang and
Xiaoke Ma},
title = {Clustering Heterogeneous Information Network by Joint Graph Embedding
and Nonnegative Matrix Factorization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {73:1--73:25},
year = {2021},
url = {https://doi.org/10.1145/3441449},
doi = {10.1145/3441449},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangGHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangHLLZZ21,
author = {Haida Zhang and
Zengfeng Huang and
Xuemin Lin and
Zhe Lin and
Wenjie Zhang and
Ying Zhang},
title = {Efficient and High-Quality Seeded Graph Matching: Employing Higher-order
Structural Information},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {51:1--51:31},
year = {2021},
url = {https://doi.org/10.1145/3442340},
doi = {10.1145/3442340},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangHLLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangYZZ21,
author = {Daokun Zhang and
Jie Yin and
Xingquan Zhu and
Chengqi Zhang},
title = {Search Efficient Binary Network Embedding},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {61:1--61:27},
year = {2021},
url = {https://doi.org/10.1145/3436892},
doi = {10.1145/3436892},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangZLZ21,
author = {Zheng Zhang and
Xiaofeng Zhu and
Guangming Lu and
Yudong Zhang},
title = {Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image
Retrieval},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {37:1--37:22},
year = {2021},
url = {https://doi.org/10.1145/3442204},
doi = {10.1145/3442204},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoYSKL21,
author = {Huan Zhao and
Quanming Yao and
Yangqiu Song and
James T. Kwok and
Dik Lun Lee},
title = {Side Information Fusion for Recommender Systems over Heterogeneous
Information Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {60:1--60:32},
year = {2021},
url = {https://doi.org/10.1145/3441446},
doi = {10.1145/3441446},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoYSKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouH21,
author = {Zhengze Zhou and
Giles Hooker},
title = {Unbiased Measurement of Feature Importance in Tree-Based Methods},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {26:1--26:21},
year = {2021},
url = {https://doi.org/10.1145/3429445},
doi = {10.1145/3429445},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhouH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouZYATDH21,
author = {Dawei Zhou and
Si Zhang and
Mehmet Yigit Yildirim and
Scott Alcorn and
Hanghang Tong and
Hasan Davulcu and
Jingrui He},
title = {High-Order Structure Exploration on Massive Graphs: {A} Local Graph
Clustering Perspective},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {18:1--18:26},
year = {2021},
url = {https://doi.org/10.1145/3425637},
doi = {10.1145/3425637},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhouZYATDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLW21,
author = {Yi Zhu and
Lei Li and
Xindong Wu},
title = {Stacked Convolutional Sparse Auto-Encoders for Representation Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {31:1--31:21},
year = {2021},
url = {https://doi.org/10.1145/3434767},
doi = {10.1145/3434767},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhuLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLWZF21,
author = {Xiaoyan Zhu and
Yingbin Li and
Jiayin Wang and
Tian Zheng and
Jingwen Fu},
title = {Automatic Recommendation of a Distance Measure for Clustering Algorithms},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {1},
pages = {7:1--7:22},
year = {2021},
url = {https://doi.org/10.1145/3418228},
doi = {10.1145/3418228},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhuLWZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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