Ensemble Learning

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18 papers in the last four weeks, up 38% on the four weeks before. 0.2% of all new papers.

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  1. A Hierarchical Ensemble Pipeline for Anomaly Detection in ESA Satellite Telemetry

    Apr 22, 2026Lorenzo Riccardo Allegrini, Geremia PompeiEnsemble LearningTime-Series Anomaly Detection

    ContinualIST, Pisa, Italy · University of Pisa, Department of Computer Science, Pisa, Italy

  2. SDNGuardStack: An Explainable Ensemble Learning Framework for High-Accuracy Intrusion Detection in Software-Defined Networks

    Apr 22, 2026Ashikuzzaman, Md. Saifuzzaman Abhi, Mahabubur Rahman +3Ensemble LearningNetwork Intrusion Detection

    Dept. of CSE University of Barishal Barishal, Bangladesh · Dept. of CSE University of Scholars Dhaka, Bangladesh

  3. Improving reproducibility by controlling random seed stability in machine learning based estimation via bagging

    Apr 20, 2026Nicholas Williams, Alejandro SchulerDebiased MLEnsemble Learning

    Division of Biostatistics, University of California, Berkeley, California, U.S.A.

  4. STRIKE: Additive Feature-Group-Aware Stacking Framework for Credit Default Prediction

    Apr 19, 2026Swattik Maiti, Ritik Pratap Singh, Fardina Fathmiul AlamEnsemble LearningTabular Prediction

    Science Academy, University of Maryland, College Park MD, USA · Department of Computer Science, University of Maryland, College Park MD, USA

  5. Collaborative Filtering Through Weighted Similarities of User and Item Embeddings

    Apr 16, 2026Pedro R. Pires, Rafael T. Sereicikas, Gregorio F. Azevedo +1Ensemble LearningRecommender Systems

    Federal University of São Carlos

  6. EvoGuard: An Extensible Agentic RL-based Framework for Practical and Evolving AI-Generated Image Detection

    Mar 18, 2026Chenyang Zhu, Maorong Wang, Jun Liu +2Ensemble LearningTool-Using Agents

    The University of Tokyo Tokyo, Japan · National Institute of Informatics Tokyo, Japan

  7. StackingNet: Collective Inference Across Independent AI Foundation Models

    Feb 14, 2026Siyang Li, Chenhao Liu, Dongrui Wu +2Ensemble LearningLanguage Model Ensembles

    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China. · School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China.

  8. Probabilistic Wind Power Forecasting with Tree-Based Machine Learning and Weather Ensembles

    Feb 13, 2026Max Bruninx, Diederik van Binsbergen, Timothy Verstraeten +2Gradient-Boosted Decision TreesEnsemble Learning

    Vrije Universiteit Brussel, Brussels, Belgium · Norwegian University of Science and Technology, Trondheim, Norway

  9. Collaborative Optimization of Multiclass Imbalanced Learning: Density-Aware and Region-Guided Boosting

    Dec 27, 2025Chuantao Li, Zhi Li, Jiahao Xu +2Class-Imbalanced LearningEnsemble Learning

    School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan, China · School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524088, Guangdong, China

  10. Provable Anytime Ensemble Sampling Algorithms in Nonlinear Contextual Bandits

    Oct 12, 2025Jiazheng Sun, Weixin Wang, Pan XuEnsemble LearningContextual Bandits

    Duke University

  11. CRPS-LAM: Probabilistic Regional Weather Forecasting with Continuous Ranked Probability Score

    Oct 10, 2025Erik Larsson, Joel Oskarsson, Tomas Landelius +1Graph Neural NetworksEnsemble Learning

    Linköping University · ETH AI Center · SMHI & Linköping University

  12. Semantics-Aware Hierarchical Consensus Learning for Remote Sensing Image Classification

    Oct 6, 2025Giulio Weikmann, Gianmarco Perantoni, Lorenzo BruzzoneHierarchical ClassificationRemote Sensing

    Department of Information Engineering and Computer Science, University of Trento, 38123 Trento, Italy

  13. Huracan: A skillful end-to-end data-driven system for ensemble data assimilation and weather prediction

    Aug 25, 2025Zekun Ni, Jonathan Weyn, Hang Zhang +7Ensemble LearningData Assimilation

    Microsoft Corporation. · Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, Beijing, China.

  14. PB-OEL: A Performance-Bounded Online Ensemble Learning Framework With Mixed Feedback for Real-Time Safety Assessment

    Mar 19, 2025Songqiao Hu, Zeyi Liu, Lufeng Hao +2Ensemble LearningAI Safety Evaluation

    Department of Automation, and the Institute for Embodied Intelligence and Robotics, Tsinghua University, Beijing 100084, China · China Ship Research and Development Academy, Beijing 100192, China

  15. Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method

    Aug 6, 2024Jinghui Yuan, Weijin Jiang, Zhe Cao +4Ensemble LearningMulticlass Classification

    School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, P. R. China · School of Automation, Northwestern Polytechnical University, Xi’an, 710072, Shaanxi, P. R. China · Institute of Artificial Intelligence (TeleAI), China Telecom, P. R. China

  16. Robust Wake-Up Word Detection by Two-stage Multi-resolution Ensembles

    Oct 17, 2023Fernando López, Jordi Luque, Carlos Segura +1Keyword SpottingEnsemble Learning

    Telefónica I+D, Digital Life Disruption Lab, Spain · Universidad Autónoma de Madrid · Telefónica I+D, Research, Spain

  17. Cross-Cluster Weighted Forests

    May 17, 2021Maya Ramchandran, Rajarshi Mukherjee, Giovanni ParmigianiCancer GenomicsEnsemble Learning

    Department of Biostatistics, Harvard T.H. Chan School of Public Health · Department of Data Science, Dana-Farber Cancer Institute

  18. Ensemble Learning Based Classification Algorithm Recommendation

    Jan 15, 2021Guangtao Wang, Qinbao Song, Xiaoyan Zhu +1Algorithm SelectionEnsemble Learning

    Department of Computer Science and Technology, Xi’an Jiaotong University, China