Data Science & Analytics

Quaternion Collaborative Filtering for Recommendation IJCAI 2019 Query-focused Scenario Construction EMNLP 2019 Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NeurIPS 2019 Random Walk Decay Centrality AAAI 2019 Random Walks on Hypergraphs with Edge-Dependent Vertex Weights ICML 2019 Ranking-Based Deep Cross-Modal Hashing AAAI 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 Recommendation from Raw Data with Adaptive Compound Poisson Factorization UAI 2019 Recommender Systems: A Healthy Obsession AAAI 2019 Recommending Links to Maximize the Influence in Social Networks IJCAI 2019 RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019 Reducing Exploration of Dying Arms in Mortal Bandits UAI 2019 Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities AAAI 2019 Region-Based Message Exploration over Spatio-Temporal Data Streams AAAI 2019 Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters AAAI 2019 Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019 REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning EMNLP 2019 RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation AAAI 2019 Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling NeurIPS 2019 Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification CVPR 2019 Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019 Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019 Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs NeurIPS 2019 Robustness of Spectral Methods for Community Detection COLT 2019