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Ensemble Learning

Papers

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Showing 951–1000 of 1207 papers

TitleStatusHype
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks—0
Optimized Ensemble Model Towards Secured Industrial IoT Devices—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization—0
ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems\—0
Outlier Detection in Indoor Localization and Internet of Things (IoT) using Machine Learning—0
Overlapping oriented imbalanced ensemble learning method based on projective clustering and stagewise hybrid sampling—0
Parcel loss prediction in last-mile delivery: deep and non-deep approaches with insights from Explainable AI—0
Parkinsons Disease Detection via Resting-State Electroencephalography Using Signal Processing and Machine Learning Techniques—0
Passive Radio Frequency-based 3D Indoor Positioning System via Ensemble Learning—0
Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented Framework—0
Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning—0
Perceiving University Student's Opinions from Google App Reviews—0
Performance Variability in Zero-Shot Classification—0
Personalized Classifier Ensemble Pruning Framework for Mobile Crowdsourcing—0
PFGuard: A Generative Framework with Privacy and Fairness Safeguards—0
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data—0
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series—0
PlaNet-S: Automatic Semantic Segmentation of Placenta—0
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks—0
Unsupervised Estimation of Ensemble Accuracy—0
Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments—0
Predict Future Sales using Ensembled Random Forests—0
Predicting Emergency Department Visits for Patients with Type II Diabetes—0
Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms—0
Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network—0
Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles—0
Predicting the Industry of Users on Social Media—0
Predicting the Stock Price of Frontier Markets Using Modified Black-Scholes Option Pricing Model and Machine Learning—0
Deep N-ary Error Correcting Output CodesCode0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
Low Voltage Customer Phase Identification Methods Based on Smart Meter DataCode0
Balanced Split: A new train-test data splitting strategy for imbalanced datasetsCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language ModelsCode0
Lung cancer detection from thoracic CT scans using an ensemble of deep learning modelsCode0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
Machine learning applications in archaeological practices: a reviewCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
Ranking news feed updates on social media: A comparative study of supervised modelsCode0
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025Code0
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learningCode0
Orchestrated Value Mapping for Reinforcement LearningCode0
TwiSE at SemEval-2016 Task 4: Twitter Sentiment ClassificationCode0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Computational Solar Energy -- Ensemble Learning Methods for Prediction of Solar Power Generation based on Meteorological Parameters in Eastern IndiaCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Forest-ORE: Mining Optimal Rule Ensemble to interpret Random Forest modelsCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified