Data Science & Analytics

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From Similarity to Superiority: Channel Clustering for Time Series Forecasting NeurIPS 2024 From Small Scales to Large Scales: Distance-to-Measure Density based Geometric Analysis of Complex Data JMLR 2024 FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection NeurIPS 2024 Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024 Gated Inference Network: Inference and Learning State-Space Models NeurIPS 2024 Gaussian Mixture Models with Rare Events JMLR 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 GEM: Generating Engaging Multimodal Content IJCAI 2024 Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NeurIPS 2024 Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure NeurIPS 2024 Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons AAAI 2024 General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History MLHC 2024 Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024 Generative Forests NeurIPS 2024 Generative Retrieval Meets Multi-Graded Relevance NeurIPS 2024 Generative Semi-supervised Graph Anomaly Detection NeurIPS 2024 GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks ICLR 2024 GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024 GraFITi: Graphs for Forecasting Irregularly Sampled Time Series AAAI 2024 Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length JMLR 2024 Graph Attention Network with High-Order Neighbor Information Propagation for Social Recommendation IJCAI 2024 Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling ICML 2024 Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting ICML 2024 Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024