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Ensemble Learning

Papers

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Showing 151–200 of 1207 papers

TitleStatusHype
EFSIS: Ensemble Feature Selection Integrating StabilityCode0
EMPATH: MediaPipe-Aided Ensemble Learning with Attention-Based Transformers for Accurate Recognition of Bangla Word-Level Sign LanguageCode0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
DTW at Qur’an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity RecognitionCode0
Domain Adaptive Ensemble LearningCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement LearningCode0
Domain Generalization: A SurveyCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Action Recognition Using Temporal Shift Module and Ensemble LearningCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
End-to-end Feature Selection Approach for Learning Skinny TreesCode0
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Dynamic Ensemble Learning for Credit Scoring: A Comparative StudyCode0
E-CLEAP: An ensemble learning model for efficient and accurate identification of antimicrobial peptidesCode0
Efficient Method for Categorize Animals in the WildCode0
Electrical load forecasting using hybrid of extreme gradient boosting and light gradient boosting machineCode0
EnsembleSVM: A Library for Ensemble Learning Using Support Vector MachinesCode0
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera DataCode0
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference PerspectiveCode0
AlbNews: A Corpus of Headlines for Topic Modeling in AlbanianCode0
EnsembleCI: Ensemble Learning for Carbon Intensity ForecastingCode0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or FemaleCode0
Ensemble learning for alcoholism classification using EEG signalsCode0
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in EchocardiographyCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
Deep Ensemble Learning with Frame Skipping for Face Anti-SpoofingCode0
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and BeyondCode0
Deep learning for brain metastasis detection and segmentation in longitudinal MRI dataCode0
Decoder Choice Network for Meta-LearningCode0
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensemblesCode0
Augmenting correlation structures in spatial data using deep generative modelsCode0
Decoupled Knowledge with Ensemble Learning for Online DistillationCode0
A Unified Theory of Diversity in Ensemble LearningCode0
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized LearningCode0
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offsCode0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in textCode0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified