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Ensemble Learning

Papers

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Showing 251–300 of 1207 papers

TitleStatusHype
Robust Few-Shot Ensemble Learning with Focal Diversity-Based PruningCode0
Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments—0
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments—0
RLGNet: Repeating-Local-Global History Network for Temporal Knowledge Graph Reasoning—0
Thelxinoë: Recognizing Human Emotions Using Pupillometry and Machine Learning—0
Forest-ORE: Mining Optimal Rule Ensemble to interpret Random Forest modelsCode0
EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields—0
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language ModelsCode0
Supervised Learning via Ensembles of Diverse Functional Representations: the Functional Voting Classifier—0
Analyzing Domestic Violence through Exploratory Data Analysis and Explainable Ensemble Learning Insights—0
Diversity-Aware Agnostic Ensemble of Sharpness Minimizers—0
Compound Expression Recognition via Multi Model Ensemble—0
Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction—0
Comprehensive Study Of Predictive Maintenance In Industries Using Classification Models And LSTM Model—0
Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products—0
iBRF: Improved Balanced Random Forest ClassifierCode0
Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Models—0
Robust Decision Aggregation with Adversarial Experts—0
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offsCode0
A New Random Forest Ensemble of Intuitionistic Fuzzy Decision Trees—0
Textual analysis of End User License Agreement for red-flagging potentially malicious software—0
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid—0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
CRISPR: Ensemble Model—0
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity—0
Blue and Green-Mode Energy-Efficient Nanoparticle-Based Chemiresistive Sensor Array Realized by Rapid Ensemble Learning—0
AN An ica-ensemble learning approach for prediction of uwb nlos signals data classification—0
Consensus learning: A novel decentralised ensemble learning paradigm—0
BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease—0
A Machine Learning Ensemble Model for the Detection of Cyberbullying—0
AdvanceSplice: Integrating N-gram one-hot encoding and ensemble modeling for enhanced accuracyCode0
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models—0
Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources—0
Leveraging Digital Cousins for Ensemble Q-Learning in Large-Scale Wireless NetworksCode0
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought—0
Towards a Systematic Approach to Design New Ensemble Learning AlgorithmsCode0
Reduced-order modeling of unsteady fluid flow using neural network ensembles—0
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentrationCode0
AlbNews: A Corpus of Headlines for Topic Modeling in AlbanianCode0
Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks—0
Minusformer: Improving Time Series Forecasting by Progressively Learning ResidualsCode2
Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble—0
Addressing Bias Through Ensemble Learning and Regularized Fine-Tuning—0
Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble LearningCode1
Improving the accuracy of freight mode choice models: A case study using the 2017 CFS PUF data set and ensemble learning techniques—0
Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles—0
RADIN: Souping on a Budget—0
Liquid Democracy for Low-Cost Ensemble Pruning—0
Arabic Tweet Act: A Weighted Ensemble Pre-Trained Transformer Model for Classifying Arabic Speech Acts on Twitter—0
Exploring Color Invariance through Image-Level Ensemble LearningCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified