Data Science & Analytics

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series AAAI 2019 RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019 RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace AAAI 2019 Rumor Detection on Social Media: Datasets, Methods and Opportunities EMNLP 2019 SADIH: Semantic-Aware DIscrete Hashing AAAI 2019 Same-Cluster Querying for Overlapping Clusters NeurIPS 2019 Sampling Sketches for Concave Sublinear Functions of Frequencies NeurIPS 2019 Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers AISTATS 2019 Scalable Bayesian Non-linear Matrix Completion IJCAI 2019 Scaling Fine-grained Modularity Clustering for Massive Graphs IJCAI 2019 SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia NAACL 2019 Sequential Recommender Systems: Challenges, Progress and Prospects IJCAI 2019 Session-Based Recommendation with Graph Neural Networks AAAI 2019 Similarity Preserving Representation Learning for Time Series Clustering IJCAI 2019 Smooth neighborhood recommender systems JMLR 2019 Social Media-based User Embedding: A Literature Review IJCAI 2019 Social Reinforcement Learning to Combat Fake News Spread UAI 2019 spark-crowd: A Spark Package for Learning from Crowdsourced Big Data JMLR 2019 Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019 Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019 Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019 Spatio-Temporal Prediction of Dialectal Variant Usage ACL 2019 Spectral Modification of Graphs for Improved Spectral Clustering NeurIPS 2019 Spectral Perturbation Meets Incomplete Multi-view Data IJCAI 2019 Spectrum Estimation from a Few Entries JMLR 2019