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@article{DBLP:journals/tdasci/0001NZ21,
  author       = {Xiuming Liu and
                  Edith C. H. Ngai and
                  Dave Zachariah},
  title        = {Scalable Belief Updating for Urban Air Quality Modeling and Prediction},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {2:1--2:19},
  year         = {2021},
  url          = {https://doi.org/10.1145/3402903},
  doi          = {10.1145/3402903},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/0001NZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/AgarwalAUQ21,
  author       = {Mridul Agarwal and
                  Vaneet Aggarwal and
                  Abhishek K. Umrawal and
                  Christopher J. Quinn},
  title        = {Stochastic Top \emph{K}-Subset Bandits with Linear Space and Non-Linear
                  Feedback with Applications to Social Influence Maximization},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {38:1--38:39},
  year         = {2021},
  url          = {https://doi.org/10.1145/3507787},
  doi          = {10.1145/3507787},
  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/AgarwalAUQ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/AhmedIR21,
  author       = {Shibbir Ahmed and
                  Md Johirul Islam and
                  Hridesh Rajan},
  title        = {Semantics and Anomaly Preserving Sampling Strategy for Large-Scale
                  Time Series Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {41:1--41:25},
  year         = {2021},
  url          = {https://doi.org/10.1145/3511918},
  doi          = {10.1145/3511918},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/AhmedIR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/BabichevaCBBK21,
  author       = {Tatiana Babicheva and
                  Matej Cebecauer and
                  Dominique Barth and
                  Wilco Burghout and
                  Le{\"{\i}}la Kloul},
  title        = {Empty Vehicle Redistribution with Time Windows in Autonomous Taxi
                  Systems},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {5:1--5:22},
  year         = {2021},
  url          = {https://doi.org/10.1145/3416915},
  doi          = {10.1145/3416915},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/BabichevaCBBK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/BehrensCCGLLLSS21,
  author       = {Hans Walter Behrens and
                  K. Sel{\c{c}}uk Candan and
                  Xilun Chen and
                  Yash Garg and
                  Mao{-}Lin Li and
                  Xinsheng Li and
                  Sicong Liu and
                  Maria Luisa Sapino and
                  Md Shadab and
                  Dalton Turner and
                  Magesh Vijayakumaren},
  title        = {DataStorm: Coupled, Continuous Simulations for Complex Urban Environments},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {19:1--19:37},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447572},
  doi          = {10.1145/3447572},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/BehrensCCGLLLSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ChakrabortyDKKR21,
  author       = {Vishal Chakraborty and
                  Theo Delemazure and
                  Benny Kimelfeld and
                  Phokion G. Kolaitis and
                  Kunal Relia and
                  Julia Stoyanovich},
  title        = {Algorithmic Techniques for Necessary and Possible Winners},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {22:1--22:23},
  year         = {2021},
  url          = {https://doi.org/10.1145/3458472},
  doi          = {10.1145/3458472},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ChakrabortyDKKR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ChengGSHL21,
  author       = {Lu Cheng and
                  Ruocheng Guo and
                  Yasin N. Silva and
                  Deborah L. Hall and
                  Huan Liu},
  title        = {Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical
                  Attention Networks},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {8:1--8:23},
  year         = {2021},
  url          = {https://doi.org/10.1145/3441141},
  doi          = {10.1145/3441141},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ChengGSHL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DeSmetC21,
  author       = {Chance N. DeSmet and
                  Diane J. Cook},
  title        = {Recent Developments in Privacy-preserving Mining of Clinical Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {28:1--28:32},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447774},
  doi          = {10.1145/3447774},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/DeSmetC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DeyBR21,
  author       = {Paramita Dey and
                  Subhayan Bhattacharya and
                  Sarbani Roy},
  title        = {A Survey on the Role of Centrality as Seed Nodes for Information Propagation
                  in Large Scale Network},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {24:1--24:25},
  year         = {2021},
  url          = {https://doi.org/10.1145/3465374},
  doi          = {10.1145/3465374},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/DeyBR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DingCZJJ21,
  author       = {Xiaofeng Ding and
                  Lin Chen and
                  Pan Zhou and
                  Wenbin Jiang and
                  Hai Jin},
  title        = {Differentially Private Deep Learning with Iterative Gradient Descent
                  Optimization},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {34:1--34:27},
  year         = {2021},
  url          = {https://doi.org/10.1145/3491254},
  doi          = {10.1145/3491254},
  timestamp    = {Thu, 20 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/DingCZJJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DuLZLS21,
  author       = {Zhekai Du and
                  Jingjing Li and
                  Lei Zhu and
                  Ke Lu and
                  Heng Tao Shen},
  title        = {Adversarial Energy Disaggregation},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {27:1--27:16},
  year         = {2021},
  url          = {https://doi.org/10.1145/3477301},
  doi          = {10.1145/3477301},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/DuLZLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DuttaC21,
  author       = {Hridoy Sankar Dutta and
                  Tanmoy Chakraborty},
  title        = {Blackmarket-Driven Collusion on Online Media: {A} Survey},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {43:1--43:37},
  year         = {2021},
  url          = {https://doi.org/10.1145/3517931},
  doi          = {10.1145/3517931},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/DuttaC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GanCYFCY21,
  author       = {Wensheng Gan and
                  Guoting Chen and
                  Hongzhi Yin and
                  Philippe Fournier{-}Viger and
                  Chien{-}Ming Chen and
                  Philip S. Yu},
  title        = {Towards Revenue Maximization with Popular and Profitable Products},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {42:1--42:21},
  year         = {2021},
  url          = {https://doi.org/10.1145/3488058},
  doi          = {10.1145/3488058},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GanCYFCY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GaoLDWHL21,
  author       = {Hongchao Gao and
                  Yujia Li and
                  Jiao Dai and
                  Xi Wang and
                  Jizhong Han and
                  Ruixuan Li},
  title        = {Multi-granularity Deep Local Representations for Irregular Scene Text
                  Recognition},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {15:1--15:18},
  year         = {2021},
  url          = {https://doi.org/10.1145/3446971},
  doi          = {10.1145/3446971},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GaoLDWHL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GaoYZYZ21,
  author       = {Yuan Gao and
                  Laurence T. Yang and
                  Dehua Zheng and
                  Jing Yang and
                  Yaliang Zhao},
  title        = {Quantized Tensor Neural Network},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {33:1--33:18},
  year         = {2021},
  url          = {https://doi.org/10.1145/3491255},
  doi          = {10.1145/3491255},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GaoYZYZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GoodmanSM21,
  author       = {Joel Goodman and
                  Shahram Sarkani and
                  Thomas A. Mazzuchi},
  title        = {Distance-based Probabilistic Data Augmentation for Synthetic Minority
                  Oversampling},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {40:1--40:18},
  year         = {2021},
  url          = {https://doi.org/10.1145/3510834},
  doi          = {10.1145/3510834},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GoodmanSM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GramagliaFFS21,
  author       = {Marco Gramaglia and
                  Marco Fiore and
                  Angelo Furno and
                  Razvan Stanica},
  title        = {{GLOVE:} Towards Privacy-Preserving Publishing of Record-Level-Truthful
                  Mobile Phone Trajectories},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {21:1--21:36},
  year         = {2021},
  url          = {https://doi.org/10.1145/3451178},
  doi          = {10.1145/3451178},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GramagliaFFS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/HuangCSJ21,
  author       = {Hong Huang and
                  Mingyuan Chi and
                  Yu Song and
                  Hai Jin},
  title        = {Mining World Indicators for Analyzing and Modeling the Development
                  of Countries},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {30:1--30:27},
  year         = {2021},
  url          = {https://doi.org/10.1145/3488059},
  doi          = {10.1145/3488059},
  timestamp    = {Tue, 09 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/HuangCSJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/IyengarL0SW21,
  author       = {Srinivasan Iyengar and
                  Stephen Lee and
                  David E. Irwin and
                  Prashant J. Shenoy and
                  Benjamin Weil},
  title        = {WattScale: {A} Data-driven Approach for Energy Efficiency Analytics
                  of Buildings at Scale},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {3:1--3:25},
  year         = {2021},
  url          = {https://doi.org/10.1145/3406961},
  doi          = {10.1145/3406961},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/IyengarL0SW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/JiaWKRZSK21,
  author       = {Xiaowei Jia and
                  Jared Willard and
                  Anuj Karpatne and
                  Jordan S. Read and
                  Jacob A. Zwart and
                  Michael S. Steinbach and
                  Vipin Kumar},
  title        = {Physics-Guided Machine Learning for Scientific Discovery: An Application
                  in Simulating Lake Temperature Profiles},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {20:1--20:26},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447814},
  doi          = {10.1145/3447814},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/JiaWKRZSK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/JiangSFXWCCS21,
  author       = {Renhe Jiang and
                  Xuan Song and
                  Zipei Fan and
                  Tianqi Xia and
                  Zhaonan Wang and
                  Quanjun Chen and
                  Zekun Cai and
                  Ryosuke Shibasaki},
  title        = {Transfer Urban Human Mobility via {POI} Embedding over Multiple Cities},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {4:1--4:26},
  year         = {2021},
  url          = {https://doi.org/10.1145/3416914},
  doi          = {10.1145/3416914},
  timestamp    = {Mon, 21 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/JiangSFXWCCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LengNP21,
  author       = {Yan Leng and
                  Alejandro Noriega and
                  Alex Pentland},
  title        = {Tourism Event Analytics with Mobile Phone Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {25:1--25:22},
  year         = {2021},
  url          = {https://doi.org/10.1145/3479975},
  doi          = {10.1145/3479975},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LengNP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/Li0ZB21,
  author       = {Yanhua Li and
                  Jie Bao and
                  Zhi{-}Li Zhang and
                  Saif Benjaafar},
  title        = {Introduction to the Special Issue on Urban Computing and Smart Cities},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {2e:1--2e:2},
  year         = {2021},
  url          = {https://doi.org/10.1145/3441679},
  doi          = {10.1145/3441679},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/Li0ZB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LiLLWCL21,
  author       = {Zixuan Li and
                  Hao Li and
                  Kenli Li and
                  Fan Wu and
                  Lydia Yiyu Chen and
                  Keqin Li},
  title        = {Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization
                  for Online Sparse Big Data Analysis},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {37:1--37:27},
  year         = {2021},
  url          = {https://doi.org/10.1145/3497749},
  doi          = {10.1145/3497749},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LiLLWCL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LiZDJC21,
  author       = {Wenrui Li and
                  Pengcheng Zhang and
                  Hai Dong and
                  Yangyang Jia and
                  Wennan Cao},
  title        = {{RSDF-AM-LSTM:} Regional Scale Division Rainfall Forecasting Using
                  Attention and {LSTM}},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {35:1--35:27},
  year         = {2021},
  url          = {https://doi.org/10.1145/3498333},
  doi          = {10.1145/3498333},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LiZDJC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LiZYZ21,
  author       = {Yamin Li and
                  Jun Zhang and
                  Zhongliang Yang and
                  Ru Zhang},
  title        = {Topic-aware Neural Linguistic Steganography Based on Knowledge Graphs},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {10:1--10:13},
  year         = {2021},
  url          = {https://doi.org/10.1145/3418598},
  doi          = {10.1145/3418598},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LiZYZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LiuWGGXX21,
  author       = {Yu Liu and
                  Yangtao Wang and
                  Lianli Gao and
                  Chan Guo and
                  Yanzhao Xie and
                  Zhili Xiao},
  title        = {Deep Hash-based Relevance-aware Data Quality Assessment for Image
                  Dark Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {11:1--11:26},
  year         = {2021},
  url          = {https://doi.org/10.1145/3420038},
  doi          = {10.1145/3420038},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LiuWGGXX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/MajiB21,
  author       = {Subhadip Maji and
                  Smarajit Bose},
  title        = {{CBIR} Using Features Derived by Deep Learning},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {26:1--26:24},
  year         = {2021},
  url          = {https://doi.org/10.1145/3470568},
  doi          = {10.1145/3470568},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/MajiB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/MolinaroPSBS21,
  author       = {Cristian Molinaro and
                  Chiara Pulice and
                  Anja Subasic and
                  Abigail Bartolome and
                  V. S. Subrahmanian},
  title        = {{STAR:} Summarizing Timed Association Rules},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {6:1--6:36},
  year         = {2021},
  url          = {https://doi.org/10.1145/3419107},
  doi          = {10.1145/3419107},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/MolinaroPSBS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/NanniGRPS21,
  author       = {Federico Nanni and
                  Goran Glavas and
                  Ines Rehbein and
                  Simone Paolo Ponzetto and
                  Heiner Stuckenschmidt},
  title        = {Political Text Scaling Meets Computational Semantics},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {29:1--29:27},
  year         = {2021},
  url          = {https://doi.org/10.1145/3485666},
  doi          = {10.1145/3485666},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/NanniGRPS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/NashaatGMQ21,
  author       = {Mona Nashaat and
                  Aindrila Ghosh and
                  James Miller and
                  Shaikh Quader},
  title        = {TabReformer: Unsupervised Representation Learning for Erroneous Data
                  Detection},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {18:1--18:29},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447541},
  doi          = {10.1145/3447541},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/NashaatGMQ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/PokhriyalVV21,
  author       = {Neeti Pokhriyal and
                  Benjamin Valentino and
                  Soroush Vosoughi},
  title        = {An Interpretable Model for Real-time Tracking of Economic Indicators
                  Using Social Media Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {36:1--36:32},
  year         = {2021},
  url          = {https://doi.org/10.1145/3498332},
  doi          = {10.1145/3498332},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/PokhriyalVV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ShenDJ21,
  author       = {Yanyan Shen and
                  Anh Dinh and
                  H. V. Jagadish},
  title        = {Introduction to the Special Issue on Data Science for Next Generation
                  Big Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {31:1--31:2},
  year         = {2021},
  url          = {https://doi.org/10.1145/3507467},
  doi          = {10.1145/3507467},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ShenDJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ShiKRR21,
  author       = {Tian Shi and
                  Yaser Keneshloo and
                  Naren Ramakrishnan and
                  Chandan K. Reddy},
  title        = {Neural Abstractive Text Summarization with Sequence-to-Sequence Models},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {1},
  pages        = {1:1--1:37},
  year         = {2021},
  url          = {https://doi.org/10.1145/3419106},
  doi          = {10.1145/3419106},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ShiKRR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/SongHCYY21,
  author       = {Jie Song and
                  Qiang He and
                  Feifei Chen and
                  Ye Yuan and
                  Ge Yu},
  title        = {PoBery: Possibly-complete Big Data Queries with Probabilistic Data
                  Placement and Scanning},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {23:1--23:28},
  year         = {2021},
  url          = {https://doi.org/10.1145/3465375},
  doi          = {10.1145/3465375},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/SongHCYY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/SteadmanGJBHW21,
  author       = {Liam Steadman and
                  Nathan Griffiths and
                  Stephen Andrew Jarvis and
                  Mark Bell and
                  Shaun Helman and
                  Caroline Wallbank},
  title        = {\emph{k}D-STR: {A} Method for Spatio-Temporal Data Reduction and Modelling},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {17:1--17:31},
  year         = {2021},
  url          = {https://doi.org/10.1145/3439334},
  doi          = {10.1145/3439334},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/SteadmanGJBHW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/TianZWHH21,
  author       = {Xiancai Tian and
                  Baihua Zheng and
                  Yazhe Wang and
                  Hsiao{-}Ting Huang and
                  Chih{-}Chieh Hung},
  title        = {{TRIPDECODER:} Study Travel Time Attributes and Route Preferences
                  of Metro Systems from Smart Card Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {3},
  pages        = {16:1--16:21},
  year         = {2021},
  url          = {https://doi.org/10.1145/3430768},
  doi          = {10.1145/3430768},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/TianZWHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/WangGLLP21,
  author       = {Chaoyang Wang and
                  Zhiqiang Guo and
                  Jianjun Li and
                  Guohui Li and
                  Peng Pan},
  title        = {A Text-based Deep Reinforcement Learning Framework Using Self-supervised
                  Graph Representation for Interactive Recommendation},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {44:1--44:25},
  year         = {2021},
  url          = {https://doi.org/10.1145/3522596},
  doi          = {10.1145/3522596},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/WangGLLP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/XiaGBSLT21,
  author       = {Feng Xia and
                  Teng Guo and
                  Xiaomei Bai and
                  Adrian Shatte and
                  Zitao Liu and
                  Jiliang Tang},
  title        = {{SUMMER:} Bias-aware Prediction of Graduate Employment Based on Educational
                  Big Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {39:1--39:24},
  year         = {2021},
  url          = {https://doi.org/10.1145/3510361},
  doi          = {10.1145/3510361},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/XiaGBSLT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/YangDZH21,
  author       = {Ru Yang and
                  Yuhui Deng and
                  Yi Zhou and
                  Ping Huang},
  title        = {Boosting the Restoring Performance of Deduplication Data by Classifying
                  Backup Metadata},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {13:1--13:16},
  year         = {2021},
  url          = {https://doi.org/10.1145/3437261},
  doi          = {10.1145/3437261},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/YangDZH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZandaviCA21,
  author       = {Seid Miad Zandavi and
                  Vera Yuk Ying Chung and
                  Ali Anaissi},
  title        = {Multi-user Remote Lab: Timetable Scheduling Using Simplex Nondominated
                  Sorting Genetic Algorithm},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {14:1--14:13},
  year         = {2021},
  url          = {https://doi.org/10.1145/3437260},
  doi          = {10.1145/3437260},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZandaviCA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZhangLJC21,
  author       = {Xinyu Zhang and
                  Xiaocui Li and
                  Xiao{-}Yuan Jing and
                  Li Cheng},
  title        = {Simultaneous Image Reconstruction and Feature Learning with 3D-CNNs
                  for Image Set-Based Classification},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {12:1--12:13},
  year         = {2021},
  url          = {https://doi.org/10.1145/3420037},
  doi          = {10.1145/3420037},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZhangLJC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZhangMSHXGG21,
  author       = {Jiaru Zhang and
                  Ruhui Ma and
                  Tao Song and
                  Yang Hua and
                  Zhengui Xue and
                  Chenyang Guan and
                  Haibing Guan},
  title        = {Hierarchical Satellite System Graph for Approximate Nearest Neighbor
                  Search on Big Data},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {4},
  pages        = {32:1--32:15},
  year         = {2021},
  url          = {https://doi.org/10.1145/3488377},
  doi          = {10.1145/3488377},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZhangMSHXGG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZhouS21,
  author       = {Ke Zhou and
                  Jingkuan Song},
  title        = {Introduction to the Special Issue on Learning-based Support for Data
                  Science Applications},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {9:1},
  year         = {2021},
  url          = {https://doi.org/10.1145/3450751},
  doi          = {10.1145/3450751},
  timestamp    = {Fri, 30 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZhouS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZoppiCCB21,
  author       = {Tommaso Zoppi and
                  Andrea Ceccarelli and
                  Tommaso Capecchi and
                  Andrea Bondavalli},
  title        = {Unsupervised Anomaly Detectors to Detect Intrusions in the Current
                  Threat Landscape},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {7:1--7:26},
  year         = {2021},
  url          = {https://doi.org/10.1145/3441140},
  doi          = {10.1145/3441140},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZoppiCCB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0001CZYN020,
  author       = {Guohui Li and
                  Qi Chen and
                  Bolong Zheng and
                  Hongzhi Yin and
                  Quoc Viet Hung Nguyen and
                  Xiaofang Zhou},
  title        = {Group-Based Recurrent Neural Networks for {POI} Recommendation},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {3:1--3:18},
  year         = {2020},
  url          = {https://doi.org/10.1145/3343037},
  doi          = {10.1145/3343037},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/0001CZYN020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0001ZL00YJC20,
  author       = {Liming Fang and
                  Hongwei Zhu and
                  Boqing Lv and
                  Zhe Liu and
                  Weizhi Meng and
                  Yu Yu and
                  Shouling Ji and
                  Zehong Cao},
  title        = {HandiText: Handwriting Recognition Based on Dynamic Characteristics
                  with Incremental {LSTM}},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {25:1--25:18},
  year         = {2020},
  url          = {https://doi.org/10.1145/3385189},
  doi          = {10.1145/3385189},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/0001ZL00YJC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0002HJ20,
  author       = {Xiangyang Li and
                  Luis Herranz and
                  Shuqiang Jiang},
  title        = {Multifaceted Analysis of Fine-Tuning in a Deep Model for Visual Recognition},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {4:1--4:22},
  year         = {2020},
  url          = {https://doi.org/10.1145/3319500},
  doi          = {10.1145/3319500},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/0002HJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0002PAS20,
  author       = {Tanmoy Chakraborty and
                  Noseong Park and
                  Ayush Agarwal and
                  V. S. Subrahmanian},
  title        = {Ensemble Detection and Analysis of Communities in Complex Networks},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {2:1--2:34},
  year         = {2020},
  url          = {https://doi.org/10.1145/3313374},
  doi          = {10.1145/3313374},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/0002PAS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0003000CS20,
  author       = {Huan Li and
                  Hua Lu and
                  Gang Chen and
                  Ke Chen and
                  Qinkuang Chen and
                  Lidan Shou},
  title        = {Toward Translating Raw Indoor Positioning Data into Mobility Semantics},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {26:1--26:37},
  year         = {2020},
  url          = {https://doi.org/10.1145/3385190},
  doi          = {10.1145/3385190},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/0003000CS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/00170Y20,
  author       = {Lei Yu and
                  Guohui Li and
                  Ling Yuan},
  title        = {Maximizing Boosted Influence Spread with Edge Addition in Online Social
                  Networks},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {9:1--9:21},
  year         = {2020},
  url          = {https://doi.org/10.1145/3364993},
  doi          = {10.1145/3364993},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/00170Y20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/0049KWXSN20,
  author       = {Yan Li and
                  Pratik Kotwal and
                  Pengyue Wang and
                  Yiqun Xie and
                  Shashi Shekhar and
                  William F. Northrop},
  title        = {Physics-guided Energy-efficient Path Selection Using On-board Diagnostics
                  Data},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {22:1--22:28},
  year         = {2020},
  url          = {https://doi.org/10.1145/3406596},
  doi          = {10.1145/3406596},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/0049KWXSN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ArabghaliziL20,
  author       = {Tahereh Arabghalizi and
                  Alexandros Labrinidis},
  title        = {Data-driven Bus Crowding Prediction Models Using Context-specific
                  Features},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {23:1--23:33},
  year         = {2020},
  url          = {https://doi.org/10.1145/3406962},
  doi          = {10.1145/3406962},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ArabghaliziL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/Beigi020,
  author       = {Ghazaleh Beigi and
                  Huan Liu},
  title        = {A Survey on Privacy in Social Media: Identification, Mitigation, and
                  Applications},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {7:1--7:38},
  year         = {2020},
  url          = {https://doi.org/10.1145/3343038},
  doi          = {10.1145/3343038},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/Beigi020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/BessaFDS20,
  author       = {Aline Bessa and
                  Juliana Freire and
                  Tamraparni Dasu and
                  Divesh Srivastava},
  title        = {Effective Discovery of Meaningful Outlier Relationships},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {12:1--12:33},
  year         = {2020},
  url          = {https://doi.org/10.1145/3385192},
  doi          = {10.1145/3385192},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/BessaFDS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/BusanyASGW20,
  author       = {Nimrod Busany and
                  Han van der Aa and
                  Arik Senderovich and
                  Avigdor Gal and
                  Matthias Weidlich},
  title        = {Interval-based Queries over Lossy IoT Event Streams},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {27:1--27:27},
  year         = {2020},
  url          = {https://doi.org/10.1145/3385191},
  doi          = {10.1145/3385191},
  timestamp    = {Fri, 26 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/BusanyASGW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ChowdhuryA020,
  author       = {Ranak Roy Chowdhury and
                  Muhammad Abdullah Adnan and
                  Rajesh K. Gupta},
  title        = {Real-Time Principal Component Analysis},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {10:1--10:36},
  year         = {2020},
  url          = {https://doi.org/10.1145/3374750},
  doi          = {10.1145/3374750},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ChowdhuryA020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/DingZWL20,
  author       = {Weilong Ding and
                  Zhuofeng Zhao and
                  Jianwu Wang and
                  Han Li},
  title        = {Task Allocation in Hybrid Big Data Analytics for Urban IoT Applications},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {18:1--18:22},
  year         = {2020},
  url          = {https://doi.org/10.1145/3374751},
  doi          = {10.1145/3374751},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/DingZWL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ElbassuoniAG20,
  author       = {Shady Elbassuoni and
                  Sihem Amer{-}Yahia and
                  Ahmad Ghizzawi},
  title        = {Fairness of Scoring in Online Job Marketplaces},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {29:1--29:30},
  year         = {2020},
  url          = {https://doi.org/10.1145/3402883},
  doi          = {10.1145/3402883},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/ElbassuoniAG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/GanLZY20,
  author       = {Wensheng Gan and
                  Jerry Chun{-}Wei Lin and
                  Jiexiong Zhang and
                  Philip S. Yu},
  title        = {Utility Mining across Multi-Sequences with Individualized Thresholds},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {8:1--8:29},
  year         = {2020},
  url          = {https://doi.org/10.1145/3362070},
  doi          = {10.1145/3362070},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/GanLZY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/HuSC20,
  author       = {Haibo Hu and
                  Rik Sarkar and
                  Zhengzhang Chen},
  title        = {Introduction to the Special Issue on Retrieving and Learning from
                  Internet of Things Data},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {24:1},
  year         = {2020},
  url          = {https://doi.org/10.1145/3426368},
  doi          = {10.1145/3426368},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/HuSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/LiBZB20,
  author       = {Yanhua Li and
                  Jie Bao and
                  Zhi{-}Li Zhang and
                  Saif Benjaafar},
  title        = {Introduction to the Special Issue on Urban Computing and Smart Cities},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {14:1--14:2},
  year         = {2020},
  url          = {https://doi.org/10.1145/3412392},
  doi          = {10.1145/3412392},
  timestamp    = {Mon, 16 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/LiBZB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/NashaatG0Q20,
  author       = {Mona Nashaat and
                  Aindrila Ghosh and
                  James Miller and
                  Shaikh Quader},
  title        = {Asterisk: Generating Large Training Datasets with Automatic Active
                  Supervision},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {13:1--13:25},
  year         = {2020},
  url          = {https://doi.org/10.1145/3385188},
  doi          = {10.1145/3385188},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/NashaatG0Q20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/Ooi20,
  author       = {Beng Chin Ooi},
  title        = {Inaugural Issue Editorial},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {1:1--1:2},
  year         = {2020},
  url          = {https://doi.org/10.1145/3368254},
  doi          = {10.1145/3368254},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/Ooi20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/Sainju020,
  author       = {Arpan Man Sainju and
                  Zhe Jiang},
  title        = {Mapping Road Safety Features from Streetview Imagery: {A} Deep Learning
                  Approach},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {15:1--15:20},
  year         = {2020},
  url          = {https://doi.org/10.1145/3362069},
  doi          = {10.1145/3362069},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/Sainju020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/SchmeisserS20,
  author       = {Stephan Schmei{\ss}er and
                  Gregor Schiele},
  title        = {coSense: The Collaborative Sensing Middleware for the Internet-of-Things},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {28:1--28:21},
  year         = {2020},
  url          = {https://doi.org/10.1145/3395233},
  doi          = {10.1145/3395233},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/SchmeisserS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/TheilSS20,
  author       = {Christoph Kilian Theil and
                  Sanja Stajner and
                  Heiner Stuckenschmidt},
  title        = {Explaining Financial Uncertainty through Specialized Word Embeddings},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {6:1--6:19},
  year         = {2020},
  url          = {https://doi.org/10.1145/3343039},
  doi          = {10.1145/3343039},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/TheilSS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/TianLLSSZ20,
  author       = {Zhihong Tian and
                  Chaochao Luo and
                  Hui Lu and
                  Shen Su and
                  Yanbin Sun and
                  Man Zhang},
  title        = {User and Entity Behavior Analysis under Urban Big Data},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {16:1--16:19},
  year         = {2020},
  url          = {https://doi.org/10.1145/3374749},
  doi          = {10.1145/3374749},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/TianLLSSZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/Ward0M20,
  author       = {Katrina Ward and
                  Dan Lin and
                  Sanjay Madria},
  title        = {A Parallel Algorithm For Anonymizing Large-scale Trajectory Data},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {1},
  pages        = {5:1--5:26},
  year         = {2020},
  url          = {https://doi.org/10.1145/3368639},
  doi          = {10.1145/3368639},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/Ward0M20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/WuC20,
  author       = {Gene P. K. Wu and
                  Keith C. C. Chan},
  title        = {Discovery of Spatio-Temporal Patterns in Multivariate Spatial Time
                  Series},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {2},
  pages        = {11:1--11:22},
  year         = {2020},
  url          = {https://doi.org/10.1145/3374748},
  doi          = {10.1145/3374748},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/WuC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/XieS20,
  author       = {Yiqun Xie and
                  Shashi Shekhar},
  title        = {A Unified Framework for Robust and Efficient Hotspot Detection in
                  Smart Cities},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {17:1--17:29},
  year         = {2020},
  url          = {https://doi.org/10.1145/3379562},
  doi          = {10.1145/3379562},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/XieS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/XuFWWHFY20,
  author       = {Xin Xu and
                  Yanjie Fu and
                  Jingyi Wu and
                  Yuqi Wang and
                  Zeyu Huang and
                  Zhiguo Fu and
                  Minghao Yin},
  title        = {Adaptive Weighted Finite Mixture Model: Identifying the Feature-Influence
                  of Real Estate},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {20:1--20:16},
  year         = {2020},
  url          = {https://doi.org/10.1145/3379560},
  doi          = {10.1145/3379560},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/XuFWWHFY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/YangXL20,
  author       = {Luoying Yang and
                  Zhou Xu and
                  Jiebo Luo},
  title        = {Measuring Female Representation and Impact in Films over Time},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {4},
  pages        = {30:1--30:14},
  year         = {2020},
  url          = {https://doi.org/10.1145/3411213},
  doi          = {10.1145/3411213},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/YangXL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/YangZ0H0020,
  author       = {Zhong Yang and
                  Bolong Zheng and
                  Guohui Li and
                  Nguyen Quoc Viet Hung and
                  Guanfeng Liu and
                  Kai Zheng},
  title        = {Searching Activity Trajectories by Exemplar},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {19:1--19:18},
  year         = {2020},
  url          = {https://doi.org/10.1145/3379561},
  doi          = {10.1145/3379561},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdasci/YangZ0H0020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tdasci/ZeidanLZNTV20,
  author       = {Ayman Zeidan and
                  Eemil Lagerspetz and
                  Kai Zhao and
                  Petteri Nurmi and
                  Sasu Tarkoma and
                  Huy T. Vo},
  title        = {GeoMatch: Efficient Large-scale Map Matching on Apache Spark},
  journal      = {Trans. Data Sci.},
  volume       = {1},
  number       = {3},
  pages        = {21:1--21:30},
  year         = {2020},
  url          = {https://doi.org/10.1145/3402904},
  doi          = {10.1145/3402904},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdasci/ZeidanLZNTV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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