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Transactions on Data Science, Volume 1
Volume 1, Number 1, February 2020
- Beng Chin Ooi:
Inaugural Issue Editorial. 1:1-1:2 - Tanmoy Chakraborty, Noseong Park, Ayush Agarwal, V. S. Subrahmanian:
Ensemble Detection and Analysis of Communities in Complex Networks. 2:1-2:34 - Guohui Li, Qi Chen, Bolong Zheng
, Hongzhi Yin
Group-Based Recurrent Neural Networks for POI Recommendation. 3:1-3:18 - Xiangyang Li
Multifaceted Analysis of Fine-Tuning in a Deep Model for Visual Recognition. 4:1-4:22 - Katrina Ward, Dan Lin, Sanjay Madria:
A Parallel Algorithm For Anonymizing Large-scale Trajectory Data. 5:1-5:26 - Christoph Kilian Theil, Sanja Stajner, Heiner Stuckenschmidt:
Explaining Financial Uncertainty through Specialized Word Embeddings. 6:1-6:19 - Ghazaleh Beigi, Huan Liu:
A Survey on Privacy in Social Media: Identification, Mitigation, and Applications. 7:1-7:38
Volume 1, Number 2, July 2020
- Wensheng Gan, Jerry Chun-Wei Lin, Jiexiong Zhang, Philip S. Yu:
Utility Mining across Multi-Sequences with Individualized Thresholds. 8:1-8:29 - Lei Yu, Guohui Li, Ling Yuan:
Maximizing Boosted Influence Spread with Edge Addition in Online Social Networks. 9:1-9:21 - Ranak Roy Chowdhury
Real-Time Principal Component Analysis. 10:1-10:36 - Gene P. K. Wu, Keith C. C. Chan:
Discovery of Spatio-Temporal Patterns in Multivariate Spatial Time Series. 11:1-11:22 - Aline Bessa, Juliana Freire, Tamraparni Dasu, Divesh Srivastava:
Effective Discovery of Meaningful Outlier Relationships. 12:1-12:33 - Mona Nashaat
Asterisk: Generating Large Training Datasets with Automatic Active Supervision. 13:1-13:25
Volume 1, Number 3, October 2020
- Yanhua Li, Jie Bao, Zhi-Li Zhang, Saif Benjaafar:
Introduction to the Special Issue on Urban Computing and Smart Cities. 14:1-14:2 - Arpan Man Sainju, Zhe Jiang:
Mapping Road Safety Features from Streetview Imagery: A Deep Learning Approach. 15:1-15:20 - Zhihong Tian, Chaochao Luo, Hui Lu, Shen Su, Yanbin Sun, Man Zhang:
User and Entity Behavior Analysis under Urban Big Data. 16:1-16:19 - Yiqun Xie, Shashi Shekhar:
A Unified Framework for Robust and Efficient Hotspot Detection in Smart Cities. 17:1-17:29 - Weilong Ding
Task Allocation in Hybrid Big Data Analytics for Urban IoT Applications. 18:1-18:22 - Zhong Yang, Bolong Zheng
Searching Activity Trajectories by Exemplar. 19:1-19:18 - Xin Xu
Adaptive Weighted Finite Mixture Model: Identifying the Feature-Influence of Real Estate. 20:1-20:16 - Ayman Zeidan, Eemil Lagerspetz
GeoMatch: Efficient Large-scale Map Matching on Apache Spark. 21:1-21:30 - Yan Li
Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data. 22:1-22:28 - Tahereh Arabghalizi
Data-driven Bus Crowding Prediction Models Using Context-specific Features. 23:1-23:33
Volume 1, Number 4, November 2020
- Haibo Hu, Rik Sarkar, Zhengzhang Chen:
Introduction to the Special Issue on Retrieving and Learning from Internet of Things Data. 24:1 - Liming Fang, Hongwei Zhu, Boqing Lv, Zhe Liu
HandiText: Handwriting Recognition Based on Dynamic Characteristics with Incremental LSTM. 25:1-25:18 - Huan Li
Toward Translating Raw Indoor Positioning Data into Mobility Semantics. 26:1-26:37 - Nimrod Busany, Han van der Aa
Interval-based Queries over Lossy IoT Event Streams. 27:1-27:27 - Stephan Schmeißer, Gregor Schiele:
coSense: The Collaborative Sensing Middleware for the Internet-of-Things. 28:1-28:21
- Shady Elbassuoni
Fairness of Scoring in Online Job Marketplaces. 29:1-29:30 - Luoying Yang
Measuring Female Representation and Impact in Films over Time. 30:1-30:14
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