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Generating ensembles of heterogeneous classifiers using Stacked Generalization
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy
inferredcites →https://doi.org/10.1023/b:mach.0000015881.36452.6eopenalex-snapshot
Is Combining Classifiers with Stacking Better than Selecting the Best One?
inferredcites →https://doi.org/10.1080/01621459.1996.10476733openalex-snapshot
Combining Estimates in Regression and Classification
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Multi-modal laughter recognition in video conversations
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inferredcites →https://doi.org/10.1109/ijcnn.2007.4370991openalex-snapshot
OAHO: an Effective Algorithm for Multi-Class Learning from Imbalanced Data
inferredcites →https://doi.org/10.1109/mcas.2006.1688199openalex-snapshot
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inferredcites →https://doi.org/10.1109/nabic.2010.5716282openalex-snapshot
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Parallel & distributed processing
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Parallel Distributed Processing
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Stacking Ensemble-based Automatic Web Page Classification
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Automated Blast Cell Detection for Acute Lymphoblastic Leukemia Using a Stacking Ensemble of Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1109/cosite60233.2023.10250039openalex-snapshot
QSAR-Based Stacked Ensemble Classifier for Hepatitis C NS5B Inhibitor Prediction
inferred← citeshttps://doi.org/10.1109/eais48028.2020.9122754openalex-snapshot
A Novel Evolving Ensemble Approach Based on Bootstrapping and Dynamic Selection of Diverse Learners
inferred← citeshttps://doi.org/10.1109/ecai65401.2025.11095436openalex-snapshot
Stacking Ensemble Approach for Diabetes Patient Readmission Prediction
inferred← citeshttps://doi.org/10.1109/eiceeai60672.2023.10590129openalex-snapshot
Brain Tumor Detection with Ensemble of Convolutional Neural Networks and Vision Transformer
inferred← citeshttps://doi.org/10.1109/iaict71158.2026.11620953openalex-snapshot
TAP-FL: Trust-Aware and Privacy-Preserving Federated Learning under Adversarial and Heterogeneous Settings
inferred← citeshttps://doi.org/10.1109/icccis60361.2023.10425039openalex-snapshot
A Decision Tree Classifier Based Ensemble Approach to Credit Score Classification
inferred← citeshttps://doi.org/10.1109/icdh67620.2025.00014openalex-snapshot
Longitudinal Ensemble Integration for Sequential Classification with Multimodal Data
inferred← citeshttps://doi.org/10.1109/icdmw65004.2024.00033openalex-snapshot
Non-stationary Imbalanced Data Stream Classification with Weighted One-Class Ensemble
inferred← citeshttps://doi.org/10.1109/iciot48696.2020.9089528openalex-snapshot
A novel Conceptual Machine Learning Method using Random Conceptual Decomposition
inferred← citeshttps://doi.org/10.1109/iecon55916.2024.10905185openalex-snapshot
Data-Driven Approach to Predict the Consumption of Electrical Energy in Households Using Features from Non-Electric Data
inferred← citeshttps://doi.org/10.1109/jbhi.2021.3073056openalex-snapshot
A Heterogeneous Ensemble Learning Method For Neuroblastoma Survival Prediction
inferred← citeshttps://doi.org/10.1109/jstars.2025.3525633openalex-snapshot
A Heterogeneous Ensemble Learning Method Combining Spectral, Terrain, and Texture Features for Landslide Mapping
inferred← citeshttps://doi.org/10.1109/noms54207.2022.9789794openalex-snapshot
Decision tree-based blending method using deep-learning for network management
inferred← citeshttps://doi.org/10.1109/smc.2016.7844994openalex-snapshot
An approach to machine classification based on stacked generalization and instance selection
inferred← citeshttps://doi.org/10.1109/ssci47803.2020.9308188openalex-snapshot
Benchmarking Stacking Against Other Heterogeneous Ensembles in Telecom Churn Prediction
inferred← citeshttps://doi.org/10.1109/swc57546.2023.10449165openalex-snapshot
An Improved Stacking Model for Forest Fire Susceptibility Prediction in Chongqing City, China
inferred← citeshttps://doi.org/10.1109/tce.2023.3328320openalex-snapshot
NIDS-VSB: Network Intrusion Detection System for VANET Using Spark-Based Big Data Optimization and Transfer Learning
inferred← citeshttps://doi.org/10.1109/tcyb.2018.2821679openalex-snapshot
Aggregation of Classifiers: A Justifiable Information Granularity Approach
inferred← citeshttps://doi.org/10.1109/tdsc.2020.3024660openalex-snapshot
Robust Deep Learning Ensemble against Deception
inferred← citeshttps://doi.org/10.1109/tii.2019.2912809openalex-snapshot
Data-Driven Gearbox Failure Detection in Industrial Robots
inferred← citeshttps://doi.org/10.1109/tnsm.2022.3193748openalex-snapshot
Ensemble-Based Deep Learning Model for Network Traffic Classification
inferred← citeshttps://doi.org/10.1111/exsy.13408openalex-snapshot
Forecasting of Taiwan's weighted stock Price index based on machine learning
inferred← citeshttps://doi.org/10.1111/geb.13911openalex-snapshot
The Best of Two Worlds: Using Stacked Generalisation for Integrating Expert Range Maps in Species Distribution Models
inferred← citeshttps://doi.org/10.1111/phn.70003openalex-snapshot
Unveiling Quality of Life Factors for the Elderly: A Public Health Nursing Approach Enhanced by Advanced ML and DL Techniques
inferred← citeshttps://doi.org/10.1144/qjegh2024-151openalex-snapshot
Landslide susceptibility assessment based on ensemble learning strategies: a case study of Wanzhou district in the Three Gorges Reservoir Area, China
inferred← citeshttps://doi.org/10.1145/3292500.3330712openalex-snapshot
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection
inferred← citeshttps://doi.org/10.1145/3747327.3764790openalex-snapshot
EnsembleIQ-Pain: Intelligent Cluster Calibration for Personalized Pain Detection
inferred← citeshttps://doi.org/10.1155/2021/7965677openalex-snapshot
A Novel Method for Differential Prognosis of Brain Degenerative Diseases Using Radiomics-Based Textural Analysis and Ensemble Learning Classifiers
inferred← citeshttps://doi.org/10.1155/2022/4372567openalex-snapshot
Predictive Maintenance Model Based on Multisensor Data Fusion of Hybrid Fuzzy Rough Set Theory Feature Selection and Stacked Ensemble for Fault Classification
inferred← citeshttps://doi.org/10.1177/1548512920962219openalex-snapshot
Stacked generalizations in imbalanced fraud data sets using resampling methods
inferred← citeshttps://doi.org/10.1186/s12911-022-01974-8openalex-snapshot
Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them
inferred← citeshttps://doi.org/10.1371/journal.pgph.0003607openalex-snapshot
Predicting blood lead in Uruguayan children: Individual- vs neighborhood-level ensemble learners
inferred← citeshttps://doi.org/10.1371/journal.pone.0319515openalex-snapshot
RRMSE-enhanced weighted voting regressor for improved ensemble regression
inferred← citeshttps://doi.org/10.14569/ijacsa.2021.0120566openalex-snapshot
A Review on Feature Selection and Ensemble Techniques for Intrusion Detection System
inferred← citeshttps://doi.org/10.1504/ijrm.2021.10036947openalex-snapshot
Application of Machine Learning Techniques in Railway Demand Forecasting
inferred← citeshttps://doi.org/10.1504/ijrm.2021.114970openalex-snapshot
Application of machine learning techniques in railway demand forecasting
inferred← citeshttps://doi.org/10.21307/stattrans-2016-080openalex-snapshot
Stacked Regression With a Generalization of the Moore-Penrose Pseudoinverse
inferred← citeshttps://doi.org/10.21541/apjes.329940openalex-snapshot
Particle Swarm Optimization Based Stacking Method with an Application to Text Classification
inferred← citeshttps://doi.org/10.2196/53330openalex-snapshot
A Comprehensive Youth Diabetes Epidemiological Data Set and Web Portal: Resource Development and Case Studies
inferred← citeshttps://doi.org/10.22146/ijccs.76575openalex-snapshot
Financial Distress Prediction with Stacking Ensemble Learning
inferred← citeshttps://doi.org/10.26434/chemrxiv-2022-zz776openalex-snapshot
A Unified System for Molecular Property Predictions: Oloren ChemEngine and its Applications
inferred← citeshttps://doi.org/10.31449/inf.v43i4.2577openalex-snapshot
Predictive Analytics On Big Data - An Overview
inferred← citeshttps://doi.org/10.3168/jds.2021-21426openalex-snapshot
Real-time milk analysis integrated with stacking ensemble learning as a tool for the daily prediction of cheese-making traits in Holstein cattle
inferred← citeshttps://doi.org/10.3233/jifs-169137openalex-snapshot
Learning from examples with data reduction and stacked generalization
inferred← citeshttps://doi.org/10.3233/jifs-200600openalex-snapshot
A cross-entropy based stacking method in ensemble learning
inferred← citeshttps://doi.org/10.3389/fcvm.2023.1320938openalex-snapshot
Improved stacking ensemble learning based on feature selection to accurately predict warfarin dose
inferred← citeshttps://doi.org/10.3389/fmars.2026.1893706openalex-snapshot
Reinforcement learning based typhoon-wave model ensemble for multi-physical parameterization schemes
inferred← citeshttps://doi.org/10.3389/fnins.2017.00056openalex-snapshot
Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images
inferred← citeshttps://doi.org/10.3389/fphar.2022.975855openalex-snapshot
An interpretable stacking ensemble learning framework based on multi-dimensional data for real-time prediction of drug concentration: The example of olanzapine
inferred← citeshttps://doi.org/10.3389/fphys.2024.1507986openalex-snapshot
Multimodal MRI radiomics-based stacking ensemble learning model with automatic segmentation for prognostic prediction of HIFU ablation of uterine fibroids: a multicenter study
inferred← citeshttps://doi.org/10.3389/fpls.2019.00730openalex-snapshot
Hyperspectral Leaf Reflectance as Proxy for Photosynthetic Capacities: An Ensemble Approach Based on Multiple Machine Learning Algorithms
inferred← citeshttps://doi.org/10.3389/fpls.2024.1489151openalex-snapshot
Nitrogen monitoring and inversion algorithms of fruit trees based on spectral remote sensing: a deep review
inferred← citeshttps://doi.org/10.3389/frai.2025.1507922openalex-snapshot
Early diagnosis of autism across developmental stages through scalable and interpretable ensemble model
inferred← citeshttps://doi.org/10.3390/a18040181openalex-snapshot
Improving Vertebral Fracture Detection in C-Spine CT Images Using Bayesian Probability-Based Ensemble Learning
inferred← citeshttps://doi.org/10.3390/app13042629openalex-snapshot
GA-StackingMD: Android Malware Detection Method Based on Genetic Algorithm Optimized Stacking
inferred← citeshttps://doi.org/10.3390/app15020905openalex-snapshot
Func-Bagging: An Ensemble Learning Strategy for Improving the Performance of Heterogeneous Anomaly Detection Models
inferred← citeshttps://doi.org/10.3390/app8050698openalex-snapshot
Predicting the Failure of Dental Implants Using Supervised Learning Techniques
inferred← citeshttps://doi.org/10.3390/diagnostics12102514openalex-snapshot
Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data
inferred← citeshttps://doi.org/10.3390/diagnostics13111968openalex-snapshot
Diagnosis of COVID-19 Using Chest X-ray Images and Disease Symptoms Based on Stacking Ensemble Deep Learning
inferred← citeshttps://doi.org/10.3390/electronics14163173openalex-snapshot
Machine Learning Techniques Improving the Box–Cox Transformation in Breast Cancer Prediction
inferred← citeshttps://doi.org/10.3390/jcm9082428openalex-snapshot
Prediction of Function in ABCA4-Related Retinopathy Using Ensemble Machine Learning
inferred← citeshttps://doi.org/10.3390/jmse11112154openalex-snapshot
Ensemble Neural Networks for the Development of Storm Surge Flood Modeling: A Comprehensive Review
inferred← citeshttps://doi.org/10.3390/make8080250openalex-snapshot
A Configurable Framework for Quantifying and Comparing Interpretability Across ML Models and Methods
inferred← citeshttps://doi.org/10.3390/pr12040812openalex-snapshot
Data-Driven Method for Vacuum Prediction in the Underwater Pump of a Cutter Suction Dredger
inferred← citeshttps://doi.org/10.3390/rs12244015openalex-snapshot
An Evaluation of Eight Machine Learning Regression Algorithms for Forest Aboveground Biomass Estimation from Multiple Satellite Data Products
inferred← citeshttps://doi.org/10.3390/rs13163222openalex-snapshot
Spatial Modeling of Asthma-Prone Areas Using Remote Sensing and Ensemble Machine Learning Algorithms
inferred← citeshttps://doi.org/10.3390/rs17020289openalex-snapshot
Synthesizing Local Capacities, Multi-Source Remote Sensing and Meta-Learning to Optimize Forest Carbon Assessment in Data-Poor Regions
inferred← citeshttps://doi.org/10.3390/s19214708openalex-snapshot
Multiple Physiological Signals Fusion Techniques for Improving Heartbeat Detection: A Review
inferred← citeshttps://doi.org/10.3390/s20164583openalex-snapshot
A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection
inferred← citeshttps://doi.org/10.3390/s20174671openalex-snapshot
Complementary Deep and Shallow Learning with Boosting for Public Transportation Safety
inferred← citeshttps://doi.org/10.3390/vaccines10081282openalex-snapshot
Factors Contributing to SARS-CoV-2 Vaccine Hesitancy of Hispanic Population in Rio Grande Valley
inferred← citeshttps://doi.org/10.35940/ijitee.c1089.0193s20openalex-snapshot
Optimized Ensemble Weak Learner Tree Based Network Efficient Intrusion Detection and Alert System using Data Mining
inferred← citeshttps://doi.org/10.4108/eetinis.v11i3.4748openalex-snapshot
ERKT-Net: Implementing Efficient and Robust Knowledge Distillation for Remote Sensing Image Classification
inferred← citeshttps://doi.org/10.5204/thesis.eprints.240368openalex-snapshot
Deep discourse analysis for early prediction of multi-type dementia
inferred← citeshttps://doi.org/10.5281/zenodo.5048424openalex-snapshot
Stacked Ensemble Learning for Propensity Score Methods in Observational Studies
inferred← citeshttps://doi.org/10.6084/m9.figshare.20787014openalex-snapshot
Additional file 1 of Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them
inferred← citeshttps://doi.org/10.64898/2026.02.17.26346504openalex-snapshot
Development and cross-tissue validation of a methylation profile score for the cortisol response to stress
inferred← citeshttps://doi.org/10.64898/2026.04.16.718836openalex-snapshot
Machine learning uncovers circulating biomarkers and molecular heterogeneity in obesity and type 2 diabetes
inferred← citeshttps://doi.org/10.70675/98b92b52z17b2z43b7zb42ez26f74d2fff67openalex-snapshot
Machine learning-Enabled Network Traffic Analysis
inferred← citeshttps://doi.org/10.70675/c4b4ba1cz9029z496az8698z1d7206d582d0openalex-snapshot
Enhancing performance and explainability of multivariate time series machine learning methods : applications for social impact in dairy resource monitoring and earthquake early warning
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