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Ensemble Learning

Papers

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Showing 201–250 of 1207 papers

TitleStatusHype
Noise-Aware Ensemble Learning for Efficient Radar Modulation Recognition—0
Defective Edge Detection Using Cascaded Ensemble Canny Operator—0
FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy—0
LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning—0
EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models—0
Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions—0
An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound—0
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning—0
An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting—0
Blending Ensemble for Classification with Genetic-algorithm generated Alpha factors and Sentiments (GAS)—0
A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models—0
Behavioral Sequence Modeling with Ensemble Learning—0
Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers—0
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples—0
Enhancing binary classification: A new stacking method via leveraging computational geometry—0
Ensemble learning of the atrial fiber orientation with physics-informed neural networks—0
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation—0
Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs—0
Inherently Interpretable Tree Ensemble Learning—0
Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches—0
Can Large Language Models Act as Ensembler for Multi-GNNs?—0
DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning—0
A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection SystemsCode0
FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning—0
A low complexity contextual stacked ensemble-learning approach for pedestrian intent prediction—0
RAFA-Net: Region Attention Network For Food Items And Agricultural Stress Recognition—0
Generating Global and Local Explanations for Tree-Ensemble Learning Methods by Answer Set ProgrammingCode0
A Human-Centered Approach for Improving Supervised Learning—0
Tübingen-CL at SemEval-2024 Task 1:Ensemble Learning for Semantic Relatedness Estimation—0
Bank Loan Prediction Using Machine Learning Techniques—0
MOZART: Ensembling Approach for COVID-19 Detection using Chest X-Ray Imagery—0
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification—0
Towards Trustworthy Web Attack Detection: An Uncertainty-Aware Ensemble Deep Kernel Learning Model—0
AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning—0
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI—0
PFGuard: A Generative Framework with Privacy and Fairness Safeguards—0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
Remaining Useful Life Prediction for Batteries Utilizing an Explainable AI Approach with a Predictive Application for Decision-Making—0
Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning—0
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain—0
Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task—0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
Improving Academic Skills Assessment with NLP and Ensemble Learning—0
HW-TSC's Submission to the CCMT 2024 Machine Translation Tasks—0
An Instance-based Plus Ensemble Learning Method for Classification of Scientific Papers—0
A Margin-Maximizing Fine-Grained Ensemble MethodCode0
When SparseMoE Meets Noisy Interactions: An Ensemble View on Denoising RecommendationCode0
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free ApproachCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified