Methods

Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting AAAI 2022 DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022 DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data IJCAI 2022 DEPAC: a Corpus for Depression and Anxiety Detection from Speech NAACL 2022 DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting ICLR 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 Differentially Private Maximal Information Coefficients ICML 2022 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 Dynamic Manifold Learning for Land Deformation Forecasting AAAI 2022 Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation AAAI 2022 Dynamic Sparse Network for Time Series Classification: Learning What to “See” NeurIPS 2022 Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset NAACL 2022 EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022 Efficient and Effective Optimal Transport-Based Biclustering NeurIPS 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NeurIPS 2022 ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts NeurIPS 2022 Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task EMNLP 2022 Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract) IJCAI 2022 Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search NeurIPS 2022 FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting ICML 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Scientific Topics in Continuously Growing Text Corpora COLING 2022