Data Science & Analytics

Subspace Clustering through Sub-Clusters JMLR 2021 SWEAT: Scoring Polarization of Topics across Different Corpora EMNLP 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures ICML 2021 TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data IJCAI 2021 TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs NSDI 2021 Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021 The diffusion of scientific terms – tracing individuals’ influence in the history of science for English EMNLP 2021 The Multilingual Corpus of Survey Questionnaires Query Interface EMNLP 2021 The Multi-Temporal Urban Development SpaceNet Dataset CVPR 2021 The Parameterized Complexity of Clustering Incomplete Data AAAI 2021 The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy Optimization ICML 2021 The structure of online social networks modulates the rate of lexical change NAACL 2021 The Undergraduate Games Corpus: A Dataset for Machine Perception of Interactive Media AAAI 2021 Three-part diachronic semantic change dataset for Russian ACL 2021 Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021 Time Series Anomaly Detection with Multiresolution Ensemble Decoding AAAI 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 Time Series Domain Adaptation via Sparse Associative Structure Alignment AAAI 2021 Time-series Generation by Contrastive Imitation NeurIPS 2021 TODS: An Automated Time Series Outlier Detection System AAAI 2021 Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification ACL 2021 Topological Attention for Time Series Forecasting NeurIPS 2021 Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle COLT 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021