Data Science & Analytics

Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation IJCAI 2018 Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective IJCAI 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Fair and Diverse DPP-Based Data Summarization ICML 2018 Fast Approximate Spectral Clustering for Dynamic Networks ICML 2018 Fast Estimation of Causal Interactions using Wold Processes NeurIPS 2018 Finding Frequent Entities in Continuous Data IJCAI 2018 “Fingers in the Nose”: Evaluating Speakers’ Identification of Multi-Word Expressions Using a Slightly Gamified Crowdsourcing Platform COLING 2018 Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks NeurIPS 2018 Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018 Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data AISTATS 2018 Geocoding Without Geotags: A Text-based Approach for reddit EMNLP 2018 GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction IJCAI 2018 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018 Handling Uncertainty in Recommender Systems under the Belief Function Theory IJCAI 2018 HarriGT: A Tool for Linking News to Science ACL 2018 Hierarchical Electricity Time Series Forecasting for Integrating Consumption Patterns Analysis and Aggregation Consistency IJCAI 2018 High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018 How to tell when a clustering is (approximately) correct using convex relaxations NeurIPS 2018 Human Interaction with Recommendation Systems AISTATS 2018 HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018 Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018 Improving Classification of Twitter Behavior During Hurricane Events ACL 2018 Improving Entity Recommendation with Search Log and Multi-Task Learning IJCAI 2018 Improving Implicit Recommender Systems with View Data IJCAI 2018