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Publication search results
found 75 matches
- 2021
- Xiuming Liu, Edith C. H. Ngai, Dave Zachariah:
Scalable Belief Updating for Urban Air Quality Modeling and Prediction. Trans. Data Sci. 2(1): 2:1-2:19 (2021) - Mridul Agarwal, Vaneet Aggarwal, Abhishek K. Umrawal, Christopher J. Quinn:
Stochastic Top K-Subset Bandits with Linear Space and Non-Linear Feedback with Applications to Social Influence Maximization. Trans. Data Sci. 2(4): 38:1-38:39 (2021) - Shibbir Ahmed, Md Johirul Islam, Hridesh Rajan:
Semantics and Anomaly Preserving Sampling Strategy for Large-Scale Time Series Data. Trans. Data Sci. 2(4): 41:1-41:25 (2021) - Tatiana Babicheva, Matej Cebecauer, Dominique Barth, Wilco Burghout, Leïla Kloul:
Empty Vehicle Redistribution with Time Windows in Autonomous Taxi Systems. Trans. Data Sci. 2(1): 5:1-5:22 (2021) - Hans Walter Behrens, K. Selçuk Candan, Xilun Chen, Yash Garg, Mao-Lin Li, Xinsheng Li, Sicong Liu, Maria Luisa Sapino, Md Shadab, Dalton Turner, Magesh Vijayakumaren:
DataStorm: Coupled, Continuous Simulations for Complex Urban Environments. Trans. Data Sci. 2(3): 19:1-19:37 (2021) - Vishal Chakraborty, Theo Delemazure, Benny Kimelfeld, Phokion G. Kolaitis, Kunal Relia, Julia Stoyanovich:
Algorithmic Techniques for Necessary and Possible Winners. Trans. Data Sci. 2(3): 22:1-22:23 (2021) - Lu Cheng, Ruocheng Guo, Yasin N. Silva, Deborah L. Hall, Huan Liu:
Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical Attention Networks. Trans. Data Sci. 2(2): 8:1-8:23 (2021) - Chance N. DeSmet, Diane J. Cook:
Recent Developments in Privacy-preserving Mining of Clinical Data. Trans. Data Sci. 2(4): 28:1-28:32 (2021) - Paramita Dey, Subhayan Bhattacharya, Sarbani Roy:
A Survey on the Role of Centrality as Seed Nodes for Information Propagation in Large Scale Network. Trans. Data Sci. 2(3): 24:1-24:25 (2021) - Xiaofeng Ding, Lin Chen, Pan Zhou, Wenbin Jiang, Hai Jin:
Differentially Private Deep Learning with Iterative Gradient Descent Optimization. Trans. Data Sci. 2(4): 34:1-34:27 (2021) - Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Adversarial Energy Disaggregation. Trans. Data Sci. 2(4): 27:1-27:16 (2021) - Hridoy Sankar Dutta, Tanmoy Chakraborty:
Blackmarket-Driven Collusion on Online Media: A Survey. Trans. Data Sci. 2(4): 43:1-43:37 (2021) - Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu:
Towards Revenue Maximization with Popular and Profitable Products. Trans. Data Sci. 2(4): 42:1-42:21 (2021) - Hongchao Gao, Yujia Li, Jiao Dai, Xi Wang, Jizhong Han, Ruixuan Li:
Multi-granularity Deep Local Representations for Irregular Scene Text Recognition. Trans. Data Sci. 2(2): 15:1-15:18 (2021) - Yuan Gao, Laurence T. Yang, Dehua Zheng, Jing Yang, Yaliang Zhao:
Quantized Tensor Neural Network. Trans. Data Sci. 2(4): 33:1-33:18 (2021) - Joel Goodman, Shahram Sarkani, Thomas A. Mazzuchi:
Distance-based Probabilistic Data Augmentation for Synthetic Minority Oversampling. Trans. Data Sci. 2(4): 40:1-40:18 (2021) - Marco Gramaglia, Marco Fiore, Angelo Furno, Razvan Stanica:
GLOVE: Towards Privacy-Preserving Publishing of Record-Level-Truthful Mobile Phone Trajectories. Trans. Data Sci. 2(3): 21:1-21:36 (2021) - Hong Huang, Mingyuan Chi, Yu Song, Hai Jin:
Mining World Indicators for Analyzing and Modeling the Development of Countries. Trans. Data Sci. 2(4): 30:1-30:27 (2021) - Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil:
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. Trans. Data Sci. 2(1): 3:1-3:25 (2021) - Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar:
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. Trans. Data Sci. 2(3): 20:1-20:26 (2021) - Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Zhaonan Wang, Quanjun Chen, Zekun Cai, Ryosuke Shibasaki:
Transfer Urban Human Mobility via POI Embedding over Multiple Cities. Trans. Data Sci. 2(1): 4:1-4:26 (2021) - Yan Leng, Alejandro Noriega, Alex Pentland:
Tourism Event Analytics with Mobile Phone Data. Trans. Data Sci. 2(3): 25:1-25:22 (2021) - Yanhua Li, Jie Bao, Zhi-Li Zhang, Saif Benjaafar:
Introduction to the Special Issue on Urban Computing and Smart Cities. Trans. Data Sci. 2(1): 2e:1-2e:2 (2021) - Zixuan Li, Hao Li, Kenli Li, Fan Wu, Lydia Yiyu Chen, Keqin Li:
Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis. Trans. Data Sci. 2(4): 37:1-37:27 (2021) - Wenrui Li, Pengcheng Zhang, Hai Dong, Yangyang Jia, Wennan Cao:
RSDF-AM-LSTM: Regional Scale Division Rainfall Forecasting Using Attention and LSTM. Trans. Data Sci. 2(4): 35:1-35:27 (2021) - Yamin Li, Jun Zhang, Zhongliang Yang, Ru Zhang:
Topic-aware Neural Linguistic Steganography Based on Knowledge Graphs. Trans. Data Sci. 2(2): 10:1-10:13 (2021) - Yu Liu, Yangtao Wang, Lianli Gao, Chan Guo, Yanzhao Xie, Zhili Xiao:
Deep Hash-based Relevance-aware Data Quality Assessment for Image Dark Data. Trans. Data Sci. 2(2): 11:1-11:26 (2021) - Subhadip Maji, Smarajit Bose:
CBIR Using Features Derived by Deep Learning. Trans. Data Sci. 2(3): 26:1-26:24 (2021) - Cristian Molinaro, Chiara Pulice, Anja Subasic, Abigail Bartolome, V. S. Subrahmanian:
STAR: Summarizing Timed Association Rules. Trans. Data Sci. 2(1): 6:1-6:36 (2021) - Federico Nanni, Goran Glavas, Ines Rehbein, Simone Paolo Ponzetto, Heiner Stuckenschmidt:
Political Text Scaling Meets Computational Semantics. Trans. Data Sci. 2(4): 29:1-29:27 (2021)
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