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Methods

1,990 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Time Series Analysis (1,017) Data Mining (688) Time Series (482)

Papers per year

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27
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160
309
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Papers (including subtopics)

Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows AAAI 2025 Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies UAI 2025 ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL 2025 Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025 PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings ACL 2025 PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models ICML 2025 Quantile Additive Trend Filtering AISTATS 2025 QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer IJCAI 2025 RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025 Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025 Relational Conformal Prediction for Correlated Time Series ICML 2025 Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ACL 2025 Reliability of Topic Modeling NAACL 2025 Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis ICML 2025 Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression Under Indirect Supervision IJCAI 2025 Rethinking Time Encoding via Learnable Transformation Functions ICML 2025 Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025 Retrieval Augmented Time Series Forecasting ICML 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 Revisiting Attention for Multivariate Time Series Forecasting AAAI 2025 Risk and cross validation in ridge regression with correlated samples ICML 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 Robust and Conjugate Spatio-Temporal Gaussian Processes ICML 2025