Data Science & Analytics

Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting AAAI 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025 A Multi-Task Learning Approach to Linear Multivariate Forecasting AISTATS 2025 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction ICML 2025 An Axiomatic Definition of Hierarchical Clustering JMLR 2025 Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025 An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective ICML 2025 An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025 A Non-isotropic Time Series Diffusion Model with Moving Average Transitions ICML 2025 A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025 An XAI Social Media Platform for Teaching K-12 Students AI-Driven Profiling, Clustering, and Engagement-Based Recommending AAAI 2025 Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting AAAI 2025 A Position Paper on the Automatic Generation of Machine Learning Leaderboards EMNLP 2025 A Practical Approach to Causal Inference over Time AAAI 2025 Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems AAAI 2025 Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025 Arrow: Accelerator for Time Series Causal Discovery with Time Weaving ICML 2025 A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning IJCAI 2025 Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025 A Thorough Comparison Between Independent Cascade and Susceptible-Infected-Recovered Models AAAI 2025 A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs NAACL 2025