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Ensemble Learning

Papers

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Showing 201–250 of 1207 papers

TitleStatusHype
Gradient Boosting With Piece-Wise Linear Regression TreesCode0
Graph Neural Networks for Surfactant Multi-Property PredictionCode0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
iBRF: Improved Balanced Random Forest ClassifierCode0
Domain Generalization: A SurveyCode0
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement LearningCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble LearningCode0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
An Automated Ensemble Learning Framework Using Genetic Programming for Image ClassificationCode0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity predictionCode0
Balanced Split: A new train-test data splitting strategy for imbalanced datasetsCode0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
A Deep Convolutional Neural Networks Based Multi-Task Ensemble Model for Aspect and Polarity Classification in Persian ReviewsCode0
Deep N-ary Error Correcting Output CodesCode0
Deep learning for brain metastasis detection and segmentation in longitudinal MRI dataCode0
Patch LearningCode0
Lexical Squad@Multimodal Hate Speech Event Detection 2023: Multimodal Hate Speech Detection using Fused Ensemble ApproachCode0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble LearningCode0
Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural NetworkCode0
Machine learning applications in archaeological practices: a reviewCode0
Binary Classification as a Phase Separation ProcessCode0
Mamba-Based Ensemble learning for White Blood Cell ClassificationCode0
Deep Ensemble Learning with Frame Skipping for Face Anti-SpoofingCode0
A Novel Approach for Enhancing Sentiment Classification of Persian Reviews Using Convolutional Neural Network and Majority Voting ClassifierCode0
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera DataCode0
Mitigating Unfairness via Evolutionary Multi-objective Ensemble LearningCode0
A Novel Approach for Auto-Formulation of Optimization ProblemsCode0
A Comparative Study of Machine Learning Models for Predicting the State of Reactive MixingCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction ModelsCode0
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model MarketCode0
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensemblesCode0
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight SharingCode0
A Deep Learning Approach to Unsupervised Ensemble LearningCode0
Cascade Bagging for Accuracy Prediction with Few Training SamplesCode0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified