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Ensemble Learning

Papers

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Showing 851–900 of 1207 papers

TitleStatusHype
Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses—0
LengthLogD: A Length-Stratified Ensemble Framework for Enhanced Peptide Lipophilicity Prediction via Multi-Scale Feature Integration—0
Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources—0
Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs—0
LE-SSL-MOS: Self-Supervised Learning MOS Prediction with Listener Enhancement—0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Leveraging CNNs and Ensemble Learning for Automated Disaster Image Classification—0
Leveraging LSTM and GAN for Modern Malware Detection—0
Lifelong Ensemble Learning based on Multiple Representations for Few-Shot Object Recognition—0
Liquid Democracy for Low-Cost Ensemble Pruning—0
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications—0
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation—0
Local Adaptivity of Gradient Boosting in Histogram Transform Ensemble Learning—0
Long-Term Ensemble Learning of Visual Place Classifiers—0
Long-Term Vehicle Localization by Recursive Knowledge Distillation—0
LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning—0
Loss function based second-order Jensen inequality and its application to particle variational inference—0
Lossless Compression and Generalization in Overparameterized Models: The Case of Boosting—0
Machine Learning Approach to Evaluate MultiLingual Summaries—0
Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors—0
Machine Learning Based Channel Modeling for Vehicular Visible Light Communication—0
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking—0
Machine learning based hyperspectral image analysis: A survey—0
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning—0
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease—0
Machine Learning-based Prediction of Porosity for Concrete Containing Supplementary Cementitious Materials—0
A Machine Learning-enhanced Robust P-Phase Picker for Real-time Seismic Monitoring—0
Machine Learning for Economics Research: When What and How?—0
Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining—0
Majority Voting and the Condorcet's Jury Theorem—0
Malaria Parasitic Detection using a New Deep Boosted and Ensemble Learning Framework—0
Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning—0
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning—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
Median of Forests for Robust Density Estimation—0
MEG Decoding Across Subjects—0
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments—0
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels—0
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification—0
Mimicking Ensemble Learning with Deep Branched Networks—0
Misclassification cost-sensitive ensemble learning: A unifying framework—0
Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework—0
Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity—0
Mixture of ELM based experts with trainable gating network—0
MMD GAN with Random-Forest Kernels—0
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy—0
Model Agnostic Combination for Ensemble Learning—0
Model-Attentive Ensemble Learning for Sequence Modeling—0
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures—0
MOZART: Ensembling Approach for COVID-19 Detection using Chest X-Ray Imagery—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified