Stacked Ensemble Learning

Ask about this topic

Latest papers

CardsList

15 papers4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Ensemble Classification and Cancer-Specific Gene Signatures from Quality-Aware Hybrid Gene Selection in TCGA RNA-Seq data

    Oct 31, 2026Tareque Mohmud Chowdhury, Abu Raihan Mostofa KamalCancer GenomicsCancer Subtype Classification

    Department of Computer Science and Engineering, Islamic University of Technology, Gazipur 1704, Bangladesh

  2. Integrating Heterogeneous Echocardiography AI Outputs in Language Space: Learnable Late Fusion with a Supervised LLM

    Oct 29, 2026Ryo Takizawa, Tempei Kabayama, Chiemi Yamazaki +5EchocardiographyStacked Ensemble Learning

    The University of Tokyo Hospital

  3. An Error Budget for Shuffled Multimodal Windows in the 3rd WEAR Challenge: Stacking, Count Constraints and Seam Matching

    Oct 23, 2026Soheil KooklanHuman Activity RecognitionMultimodal Classification

    Independent Researcher

  4. Reducing Multi-Horizon Photovoltaic Forecast Error through Tree-Anchored Expert Combination

    Oct 22, 2026Sun Ze, Zhou Liguo, Xu Yuqing +3Solar Power ForecastingTime Series Forecasting

    School of Computer Science and Technology, Huaibei Normal University, China · Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Germany

  5. CORE-STACK+: Meta-Learning for Deep Stacked Generalization

    Sep 22, 2026Noor Islam S. MohammadEnsemble LearningMeta-Learning

    Department of Computer Science Istanbul Technical University Maslak, Istanbul 34469, TR

  6. Precision in Rice Variety Classification using Stacking-Based Ensemble Learning

    Sep 9, 2026Md. Masudul Islam, Galib Muhammad Shahriar Himel, Md. Golam Moazzam +1Agricultural Image AnalysisStacked Ensemble Learning

    Department of Computer Science and Engineering, Jahangirnagar University, Dhaka, Bangladesh · Department of Physics, Jahangirnagar University, Dhaka, Bangladesh

  7. A Deep Learning-Based Stacking Ensemble Framework for Turbofan Engine Remaining Useful Life Prediction

    Aug 28, 2026Limon Bin Hossain, Md. Salehin Seyam, Md Rashedul Islam +2Stacked Ensemble LearningRUL Estimation

    Department of Industrial and Production Engineering Bangladesh University of Engineering and Technology Dhaka 1000, Bangladesh · Department of Industrial Engineering Clemson University Clemson, SC, USA · College of Engineering and Science Louisiana Tech University Ruston, LA 71270, USA +1

  8. Gaussian Meta-Space Augmentation for Stacking Ensembles in Multimodal IPMN Risk Stratification

    Aug 11, 2026Max A. Nelson, Eminenur Sen Tasci, Zhixiang Wang +12Stacked Ensemble LearningEnsemble Learning

    Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL, USA · Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA · Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey +2

  9. Climate-resilient electric vehicle charging infrastructure for sustainable cities: An interpretable causal-ensemble framework for preventive maintenance and low-carbon mobility

    Jul 23, 2026Cande Lian, Wentao Zeng, Jiabin Wu +2Stacked Ensemble LearningEnsemble Learning

    School of Management, Foshan University, Foshan, China · School of Management, Foshan University, Foshan 528000, China · School of Mathematics, Foshan University, Foshan 528000, China +5

  10. An Automated Multimodal Glaucoma Detection Framework Using ViT and a Stacking-Based Ensemble

    Jul 2, 2026Ishrat Jahan, Muhammad E. H Chowdhury, Murugappan Murugappan +7Stacked Ensemble LearningMultimodal Classification

    Department of Computer Science and Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh · Department of Electrical Engineering, Qatar University, Doha, Qatar · Department of Electronics and Communication Engineering, Kuwait College of Science and Technology, Block 4, Doha, Kuwait +5

  11. Spectroscopy Analysis with Machine Learning Regression for the Quantification of Carbon and Nitrogen Contents in Inceptisol and Oxisol Soil Types: Comparing Different Preprocessing and Validation methods as well as Feature Importance

    Jul 1, 2026Vinicius Herique Kieling, Guilherme Macedo Baggio, Felipe Augusto Bueno Rossi +4Stacked Ensemble Learning

    Graduate Program in Electrical and Computer Engineering, Federal University of Technology - Paran´a, Via do Conhecimento, s/n - KM 01 - Fraron, Pato Branco, 85503-390, Paran´a, Brazil · Academic Department of Chemistry, Federal University of Technology-Paran´a, Via do Conhecimento, s/n - KM 01 - Fraron, Pato Branco, 85503-390, Paran´a, Brazil · Graduate Program in Production and Systems Engineering, Federal University of Technology-Paran´a, Via do Conhecimento, s/n - KM 01 - Fraron, Pato Branco, 85503-390, Paran´a, Brazil

  12. Beyond Binary Moral Judgment: Modeling Ethical Pluralism in AI

    May 27, 2026Aisha Aijaz, Rahul Goel, Arnav Batra +1Stacked Ensemble LearningMoral Reasoning

    Department of Computer Science and Engineering, IIIT Delhi, New Delhi, Delhi, 110020, India · Mehta Family School of Data Science and AI, IIT Palakkad, Palakkad, Kerala, 678623, India

  13. Ensembling Tabular Foundation Models - A Diversity Ceiling And A Calibration Trap

    May 18, 2026Aditya Tanna, Yash Desai, Pratinav Seth +3Tabular Foundation ModelsEnsemble Learning

    Lexsi Labs

  14. ERP-RiskBench: Leakage-Safe Ensemble Learning for Financial Risk

    Mar 3, 2026Sanjay MishraStacked Ensemble LearningFinancial Fraud Detection

    IEEE Member Raleigh, NC, USA

  15. 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.