Data Science & Analytics

Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020 Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020 Tensor Completion Made Practical NeurIPS 2020 Tensor denoising and completion based on ordinal observations ICML 2020 Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series AAAI 2020 That is a Known Lie: Detecting Previously Fact-Checked Claims ACL 2020 The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure AISTATS 2020 The future of arXiv and knowledge discovery in open science EMNLP 2020 The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks UAI 2020 ``The Squawk Bot'': Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering IJCAI 2020 Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets AAAI 2020 TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control NSDI 2020 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020 TL-Explorer: A Digital Humanities Tool for Mapping and Analyzing Translated Literature COLING 2020 Tongue and Lip Motion Patterns in Alaryngeal Speech Interspeech 2020 Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020 Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models EMNLP 2020 TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020 Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract) AAAI 2020 Towards Better Forecasting by Fusing Near and Distant Future Visions AAAI 2020 Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020 Towards Explainable Conversational Recommendation IJCAI 2020 Towards Hands-Free Visual Dialog Interactive Recommendation AAAI 2020 Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples NeurIPS 2020 Towards Topic-Guided Conversational Recommender System COLING 2020