Data Mining

Proactive Data-driven Scheduling of Business Processes IJCAI 2025 Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies UAI 2025 PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings ACL 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ACL 2025 Reliability of Topic Modeling NAACL 2025 Sifting through the Haystack - Efficiently Finding Rare Animal Behaviors in Large-Scale Datasets WACV 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025 SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025 Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025 Temporal Streaming Batch Principal Component Analysis for Time Series Classification (Student Abstract) AAAI 2025 TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation AAAI 2025 To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025 Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space AAAI 2025 Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025 Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks MIDL 2025 Understanding Microtargeting Pattern on Social Media AAAI 2025 UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 Voxplorer: Voice data exploration and projection in an interactive dashboard Interspeech 2025 "What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts JMLR 2025 Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025 Abbreviation Across the World’s Languages and Scripts COLING 2024 A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams AAAI 2024