Methods

Solar Power Generation Forecasting via Multimodal Feature Fusion (Student Abstract) AAAI 2024 Sparse Graphical Linear Dynamical Systems JMLR 2024 SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters ICML 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024 Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting IJCAI 2024 SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series IJCAI 2024 Speech Rate and Salient Syllables Position in Spontaneous Speech of Children with Autism Spectrum Disorder COLING 2024 Stationarity without mean reversion in improper Gaussian processes ICML 2024 StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting AAAI 2024 Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach IJCAI 2024 STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module ACL 2024 Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics NeurIPS 2024 Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024 Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods IJCAI 2024 SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis NeurIPS 2024 Surrogate Active Subspaces for Jump-Discontinuous Functions AISTATS 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change EACL 2024 The Emotion Dynamics of Literary Novels ACL 2024 The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The Merit of River Network Topology for Neural Flood Forecasting ICML 2024 The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data UAI 2024 The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024 THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024