SOTAVerified

Ensemble Learning

Papers

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Showing 201–250 of 1207 papers

TitleStatusHype
Enhancing Eye Disease Diagnosis with Deep Learning and Synthetic Data Augmentation—0
Automated Ensemble Multimodal Machine Learning for Healthcare—0
Uncertainty-Based Ensemble Learning For Speech ClassificationCode0
Development of Multistage Machine Learning Classifier using Decision Trees and Boosting Algorithms over Darknet Network Traffic—0
Personalized Privacy Protection Mask Against Unauthorized Facial RecognitionCode1
Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging—0
Comparing Feature-based and Context-aware Approaches to PII Generalization Level Prediction—0
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Comparative Evaluation of Learning Models for Bionic Robots: Non-Linear Transfer Function IdentificationsCode0
Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets—0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
AuthAttLyzer-V2: Unveiling Code Authorship Attribution using Enhanced Ensemble Learning Models & Generating Benchmark Dataset—0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
CombAlign: Enhancing Model Expressiveness in Unsupervised Graph Alignment—0
Symmetric Multi-Similarity Loss for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2024Code0
Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses—0
Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis—0
Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN—0
Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on RedditCode0
AI-Driven Predictive Analytics Approach for Early Prognosis of Chronic Kidney Disease Using Ensemble Learning and Explainable AI—0
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition—0
Adaptive boosting with dynamic weight adjustment—0
Comparing the information content of probabilistic representation spacesCode0
Ensemble Model With Bert,Roberta and Xlnet For Molecular property prediction—0
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics—0
Direct Preference Optimization With Unobserved Preference Heterogeneity—0
Subsampled Ensemble Can Improve Generalization Tail ExponentiallyCode0
Green AI in Action: Strategic Model Selection for Ensembles in Production—0
Improving Label Error Detection and Elimination with Uncertainty Quantification—0
Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing—0
E-CLEAP: An ensemble learning model for efficient and accurate identification of antimicrobial peptidesCode0
AFEN: Respiratory Disease Classification using Ensemble Learning—0
Leveraging LSTM and GAN for Modern Malware Detection—0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
Tree-based Ensemble Learning for Out-of-distribution Detection—0
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity MeasuresCode1
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization—0
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition—0
DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization—0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel CollaborationCode2
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
A replica analysis of under-bagging—0
Developing An Attention-Based Ensemble Learning Framework for Financial Portfolio Optimisation—0
Toward a Better Understanding of Fourier Neural Operators from a Spectral Perspective—0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified