Browse State-of-the-Art › Ensemble Learning › Papers, page 4

Ensemble Learning

Papers archive 2025-07-28

archive papers tagged: 1,207 · with a code link: 317 · where Syntology ran a sample: 21 (17 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (21 of 1,207 tagged: 17 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 4 of 13: papers 301 to 400 of 1,207, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling
  25 May 2018 1 repository listed
• Scaling associative classification for very large datasets
  10 May 2018 1 repository listed
• Internal node bagging
  1 May 2018 1 repository listed
• Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles
  26 Apr 2018 1 repository listed
• SEGEN: Sample-Ensemble Genetic Evolutional Network Model
  23 Mar 2018 1 repository listed
• Gradient Boosting With Piece-Wise Linear Regression Trees
  15 Feb 2018 1 repository listed
• CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification
  12 Dec 2017 1 repository listed
• SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image Classification
  22 Sep 2017 1 repository listed
• UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
  1 Aug 2017 1 repository listed
• Pycobra: A Python Toolbox for Ensemble Learning and Visualisation
  25 Apr 2017 1 repository listed
• Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data
  3 Apr 2017 1 repository listed
• Stability of Topic Modeling via Matrix Factorization
  23 Feb 2017 1 repository listed
• TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
  14 Jun 2016 1 repository listed
• Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images
  15 Mar 2016 1 repository listed
• A Deep Learning Approach to Unsupervised Ensemble Learning
  6 Feb 2016 1 repository listed
• EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines
  4 Mar 2014 1 repository listed
• A New Fuzzy Stacked Generalization Technique and Analysis of its Performance
  1 Apr 2012 1 repository listed
• Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization
  17 Jul 2025 0 repositories listed
• Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning
  25 Jun 2025 0 repositories listed
• MEL: Multi-level Ensemble Learning for Resource-Constrained Environments
  25 Jun 2025 0 repositories listed
• Learning Personalized Utility Functions for Drivers in Ride-hailing Systems Using Ensemble Hypernetworks
  21 Jun 2025 0 repositories listed
• RocketStack: A level-aware deep recursive ensemble learning framework with exploratory feature fusion and model pruning dynamics
  20 Jun 2025 0 repositories listed
• A Model-Mediated Stacked Ensemble Approach for Depression Prediction Among Professionals
  17 Jun 2025 0 repositories listed
• ESRPCB: an Edge guided Super-Resolution model and Ensemble learning for tiny Printed Circuit Board Defect detection
  16 Jun 2025 0 repositories listed
• An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia
  12 Jun 2025 0 repositories listed
• Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction
  11 Jun 2025 0 repositories listed
• Spatiotemporal deep learning models for detection of rapid intensification in cyclones
  10 Jun 2025 0 repositories listed
• HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting
  9 Jun 2025 0 repositories listed
• The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well
  9 Jun 2025 0 repositories listed
• The cost of ensembling: is it always worth combining?
  5 Jun 2025 0 repositories listed
• Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning
  4 Jun 2025 0 repositories listed
• Ensemble-MIX: Enhancing Sample Efficiency in Multi-Agent RL Using Ensemble Methods
  3 Jun 2025 0 repositories listed
• A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke
  30 May 2025 0 repositories listed
• EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models
  29 May 2025 0 repositories listed
• Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech
  26 May 2025 0 repositories listed
• Bayesian ensemble learning for predicting health outcomes of multipollutant mixtures
  23 May 2025 0 repositories listed
• LengthLogD: A Length-Stratified Ensemble Framework for Enhanced Peptide Lipophilicity Prediction via Multi-Scale Feature Integration
  22 May 2025 0 repositories listed
• Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers
  21 May 2025 0 repositories listed
• High-Dimensional Analysis of Bootstrap Ensemble Classifiers
  20 May 2025 0 repositories listed
• Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
  19 May 2025 0 repositories listed
• CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer
  16 May 2025 0 repositories listed
• A Self-Supervised Transformer for Unusable Shared Bike Detection
  2 May 2025 0 repositories listed
• An introduction to R package `mvs`
  24 Apr 2025 0 repositories listed
• An island-parallel ensemble metaheuristic algorithm for large graph coloring problems
  21 Apr 2025 0 repositories listed
• Enhancing Cocoa Pod Disease Classification via Transfer Learning and Ensemble Methods: Toward Robust Predictive Modeling
  17 Apr 2025 0 repositories listed
• Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
  14 Apr 2025 0 repositories listed
• TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs
  10 Apr 2025 0 repositories listed
• NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks
  9 Apr 2025 0 repositories listed
• Machine Learning Solutions Integrated in an IoT Healthcare Platform for Heart Failure Risk Stratification
  7 Apr 2025 0 repositories listed
• A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System
  1 Apr 2025 0 repositories listed
• A Data Balancing and Ensemble Learning Approach for Credit Card Fraud Detection
  27 Mar 2025 0 repositories listed
• Asset price movement prediction using empirical mode decomposition and Gaussian mixture models
  26 Mar 2025 0 repositories listed
• Centroid Decision Forest
  25 Mar 2025 0 repositories listed
• Adapt, Agree, Aggregate: Semi-Supervised Ensemble Labeling for Graph Convolutional Networks
  22 Mar 2025 0 repositories listed
• AI-Powered Prediction of Nanoparticle Pharmacokinetics: A Multi-View Learning Approach
  18 Mar 2025 0 repositories listed
• UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning
  14 Mar 2025 0 repositories listed
• Ensemble Learning for Large Language Models in Text and Code Generation: A Survey
  13 Mar 2025 0 repositories listed
• Sparse identification of nonlinear dynamics with high accuracy and reliability under noisy conditions for applications to industrial systems
  7 Mar 2025 0 repositories listed
• Dam Volume Prediction Model Development Using ML Algorithms
  27 Feb 2025 0 repositories listed
• In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models
  27 Feb 2025 0 repositories listed
• High-fidelity Multiphysics Modelling for Rapid Predictions Using Physics-informed Parallel Neural Operator
  26 Feb 2025 0 repositories listed
• Weakly Supervised Pixel-Level Annotation with Visual Interpretability
  25 Feb 2025 0 repositories listed
• A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems
  21 Feb 2025 0 repositories listed
• Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification
  20 Feb 2025 0 repositories listed
• Financial fraud detection system based on improved random forest and gradient boosting machine (GBM)
  20 Feb 2025 0 repositories listed
• QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification
  20 Feb 2025 0 repositories listed
• Reducing false positives in strong lens detection through effective augmentation and ensemble learning
  20 Feb 2025 0 repositories listed
• Rethinking Spiking Neural Networks from an Ensemble Learning Perspective
  20 Feb 2025 0 repositories listed
• Dynamic Activation with Knowledge Distillation for Energy-Efficient Spiking NN Ensembles
  19 Feb 2025 0 repositories listed
• Multi-vision-based Picking Point Localisation of Target Fruit for Harvesting Robots
  18 Feb 2025 0 repositories listed
• A Comprehensive Survey on Imbalanced Data Learning
  13 Feb 2025 0 repositories listed
• Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction
  9 Feb 2025 0 repositories listed
• A binary PSO based ensemble under-sampling model for rebalancing imbalanced training data
  31 Jan 2025 0 repositories listed
• RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks
  29 Jan 2025 0 repositories listed
• Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems
  28 Jan 2025 0 repositories listed
• RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction
  28 Jan 2025 0 repositories listed
• Median of Forests for Robust Density Estimation
  25 Jan 2025 0 repositories listed
• Quantitative Theory of Money or Prices? A Historical, Theoretical, and Econometric Analysis
  24 Jan 2025 0 repositories listed
• An Ensemble Model with Attention Based Mechanism for Image Captioning
  22 Jan 2025 0 repositories listed
• Unveiling Zero-Space Detection: A Novel Framework for Autonomous Ransomware Identification in High-Velocity Environments
  22 Jan 2025 0 repositories listed
• A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization
  14 Jan 2025 0 repositories listed
• Evaluation of Artificial Intelligence Methods for Lead Time Prediction in Non-Cycled Areas of Automotive Production
  13 Jan 2025 0 repositories listed
• A Short-Term Predict-Then-Cluster Framework for Meal Delivery Services
  11 Jan 2025 0 repositories listed
• Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic
  9 Jan 2025 0 repositories listed
• Multi-Hypothesis Prediction for Portfolio Optimization: A Structured Ensemble Learning Approach to Risk Diversification
  7 Jan 2025 0 repositories listed
• Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model
  6 Jan 2025 0 repositories listed
• From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence
  5 Jan 2025 0 repositories listed
• Classification of Operational Records in Aviation Using Deep Learning Approaches
  2 Jan 2025 0 repositories listed
• Towards Adversarially Robust Deep Metric Learning
  2 Jan 2025 0 repositories listed
• On Fusing ChatGPT and Ensemble Learning in Discon-tinuous Named Entity Recognition in Health Corpora
  22 Dec 2024 0 repositories listed
• Adversarial Robustness through Dynamic Ensemble Learning
  20 Dec 2024 0 repositories listed
• Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining
  20 Dec 2024 0 repositories listed
• Music Genre Classification: Ensemble Learning with Subcomponents-level Attention
  20 Dec 2024 0 repositories listed
• Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI
  16 Dec 2024 0 repositories listed
• A Novel Methodology in Credit Spread Prediction Based on Ensemble Learning and Feature Selection
  13 Dec 2024 0 repositories listed
• Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language
  13 Dec 2024 0 repositories listed
• A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis
  12 Dec 2024 0 repositories listed
• Predicting Emergency Department Visits for Patients with Type II Diabetes
  12 Dec 2024 0 repositories listed
• Distinguishing Scams and Fraud with Ensemble Learning
  11 Dec 2024 0 repositories listed
• Label Distribution Learning using the Squared Neural Family on the Probability Simplex
  10 Dec 2024 0 repositories listed