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Combining classifiers: A theoretical framework
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/0031-3203(91)90094-lopenalex-snapshot
Handwritten numerical recognition based on multiple algorithms
inferredcites →https://doi.org/10.1016/0031-3203(94)00094-3openalex-snapshot
Recognition of handwritten numerals with multiple feature and multistage classifier
inferredcites →https://doi.org/10.1016/0031-3203(94)90132-5openalex-snapshot
Discrimination of characters by a multi-stage recognition process
inferredcites →https://doi.org/10.1016/0031-3203(94)90147-3openalex-snapshot
Multi-stage pre-candidate selection in handwritten chinese character recognition systems
inferredcites →https://doi.org/10.1016/0031-3203(95)00085-2openalex-snapshot
Analysis of decision boundaries in linearly combined neural classifiers
inferredcites →https://doi.org/10.1016/0167-8655(89)90016-0openalex-snapshot
On the identity of optimal strategies for multistage classifiers
inferredcites →https://doi.org/10.1016/0167-8655(89)90090-1openalex-snapshot
A multistage algorithm for fast classification of patterns
inferredcites →https://doi.org/10.1016/0167-8655(90)90022-topenalex-snapshot
An interactive two-level architecture for a memory network pattern classifier
inferredcites →https://doi.org/10.1016/0167-8655(94)90063-9openalex-snapshot
Model-based chromosome recognition via hypotheses construction/verification
inferredcites →https://doi.org/10.1016/0167-8655(95)80006-fopenalex-snapshot
A multistage generalization of the rank nearest neighbor classification rule
inferredcites →https://doi.org/10.1016/0893-6080(94)90099-xopenalex-snapshot
Combining the results of several neural network classifiers
inferredcites →https://doi.org/10.1016/s0167-8655(97)00062-7openalex-snapshot
Combining evidence in personal identity verification systems
inferredcites →https://doi.org/10.1016/s0167-8655(97)00095-0openalex-snapshot
Strategies for combining classifiers employing shared and distinct pattern representations
inferredcites →https://doi.org/10.1109/21.155943openalex-snapshot
Methods of combining multiple classifiers and their applications to handwriting recognition
inferredcites →https://doi.org/10.1109/21.364825openalex-snapshot
Combining multiple neural networks by fuzzy integral for robust classification
inferredcites →https://doi.org/10.1109/34.273716openalex-snapshot
Decision combination in multiple classifier systems
inferredcites →https://doi.org/10.1109/34.368145openalex-snapshot
A method of combining multiple experts for the recognition of unconstrained handwritten numerals
inferredcites →https://doi.org/10.1109/72.363487openalex-snapshot
Multiple network fusion using fuzzy logic
inferredcites →https://doi.org/10.1109/72.377990openalex-snapshot
Improving model accuracy using optimal linear combinations of trained neural networks
inferredcites →https://doi.org/10.1109/cvpr.1996.517102openalex-snapshot
Combination of multiple classifiers using local accuracy estimates
inferredcites →https://doi.org/10.1109/icpr.1992.201729openalex-snapshot
Multistage pattern recognition with reject option
inferredcites →https://doi.org/10.1109/icpr.1992.201786openalex-snapshot
A comparison of two approaches for combining the votes of cooperating classifiers
inferredcites →https://doi.org/10.1109/icpr.1996.547204openalex-snapshot
Stabilizing classifiers for very small sample sizes
inferredcites →https://doi.org/10.5860/choice.31-5500openalex-snapshot
Neural networks for pattern recognition
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Convolutional Neural Networks for Automated Classification of Prostate Multiparametric Magnetic Resonance Imaging Based on Image Quality
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Analysis and Modelling of Diversity Contribution to Ensemble-Based Texture Recognition Performance
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A Framework for Classifier Fusion: Is It Still Needed?
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Improved Audio-Visual Speaker Recognition via the Use of a Hybrid Combination Strategy
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Towards Automated Classifier Combination for Pattern Recognition
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Classification of Aircraft Maneuvers for Fault Detection
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Reducing the Overconfidence of Base Classifiers when Combining Their Decisions
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Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination
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Multiple Classifier Combination Methodologies for Different Output Levels
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Classifier Combinations: Implementations and Theoretical Issues
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An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems
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Information Analysis of Multiple Classifier Fusion?
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Combination Methodologies of Multi-agent Hyper Surface Classifiers: Design and Implementation Issues
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Multiple Classifier Fusion Using k-Nearest Localized Templates
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Maximum Membership Scale Selection
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Mixtures of Normalized Linear Projections
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Cooperative Sign Language Tutoring: A Multiagent Approach
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A General Bayesian Network-Assisted Ensemble System for Context Prediction: An Emphasis on Location Prediction
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Optimal Weights for Multi-atlas Label Fusion
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On the Bounds on Optimal Bayes Error in the Task of Multiple Data Sources
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Model Combination for Support Vector Regression via Regularization Path
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Confidence measures for multimodal identity verification
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A review of machine learning for automated planning
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Leveraging Data Fusion Strategies in Multireceptor Lead Optimization MM/GBSA End-Point Methods
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Multiple Decision Expert Systems for Performance Analysis of a Boiler System
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Classifier combination and score level fusion: concepts and practical aspects
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A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data
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Physics-enhanced neural networks for equation-of-state calculations
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A pilot study on AI-based voice analysis for monitoring patients hospitalized with acute decompensated heart failure
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A decision support method for credit risk based on the dynamic Bayesian network
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A statistical overview of recent literature in information fusion
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Fusion of face and speech data for person identity verification
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Classifiers Combination Techniques: A Comprehensive Review
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Human Abnormal Behavior Impact on Speaker Verification Systems
inferred← citeshttps://doi.org/10.1109/access.2020.2966985openalex-snapshot
Simultaneous Multi-Structure Segmentation of the Heart and Peripheral Tissues in Contrast Enhanced Cardiac Computed Tomography Angiography
inferred← citeshttps://doi.org/10.1109/access.2026.3733759openalex-snapshot
Multi-Model Fusion for Anomaly Detection
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Optimizing Music Genre Classification: A Hybrid Approach with ACO and Ensemble Learning
inferred← citeshttps://doi.org/10.1109/aici.2010.91openalex-snapshot
Genetic Algorithm Based Selective Ensemble with Multiset Representation
inferred← citeshttps://doi.org/10.1109/aipr.2013.6749332openalex-snapshot
Combining the advice of experts with randomized boosting for robust pattern recognition
inferred← citeshttps://doi.org/10.1109/avss.2011.6027339openalex-snapshot
Evaluation of local features for person re-identification in image sequences
inferred← citeshttps://doi.org/10.1109/bigdata.2013.6691752openalex-snapshot
Colon cancer survival prediction using ensemble data mining on SEER data
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Beyond Essentials: Nuanced and Diverse Text-to-video Retrieval
inferred← citeshttps://doi.org/10.1109/cec45853.2021.9504981openalex-snapshot
Applying Never-Ending Learning (NEL) Principles to Build a Gene Ontology (GO) Biocurator
inferred← citeshttps://doi.org/10.1109/cisp.2014.7003837openalex-snapshot
A hierarchical oil depot detector in high-resolution images with false detection control
inferred← citeshttps://doi.org/10.1109/comst.2023.3330910openalex-snapshot
Federated Learning and Meta Learning: Approaches, Applications, and Directions
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Audio-visual person verification
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Regression-based label fusion for multi-atlas segmentation
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An Ensemble Approach to Robust Biometrics Fusion
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Martensite Start Temperature Predictor for Steels Using Ensemble Data Mining
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Collaborating personalized recommender system and content-based recommender system using TextCorpus
inferred← citeshttps://doi.org/10.1109/icassp.1999.757487openalex-snapshot
Robust speaker verification via fusion of speech and lip modalities
inferred← citeshttps://doi.org/10.1109/icassp.2013.6638891openalex-snapshot
Voice activity detection based on a statistical semiparametric test
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A novel ranking method for multiple classifier systems
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FMLEE: Federated Meta-Learning with Enhanced Encryption for Secure Collaborative Training
inferred← citeshttps://doi.org/10.1109/icdar.1999.791740openalex-snapshot
Image sorting and image classification: a global approach
inferred← citeshttps://doi.org/10.1109/icdar.2001.953749openalex-snapshot
An hybrid MLP-SVM handwritten digit recognizer
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Classifier Fusion Using Shared Sampling Distribution for Boosting
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Application of combining classifiers for text-independent speaker identification
inferred← citeshttps://doi.org/10.1109/iceeccot46775.2019.9114712openalex-snapshot
Evolutionary Computing Assisted Heterogenous Ensemble Model for Web-of-Service Software Reusability Prediction
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Support Vector Machine and Generalized Regression Neural Network Based Classification Fusion Models for Cancer Diagnosis
inferred← citeshttps://doi.org/10.1109/icif.2006.301611openalex-snapshot
Output coding of spatially dependent subclassifiers in evidential framework. Application to the diagnosis of railway track/vehicle transmission system
inferred← citeshttps://doi.org/10.1109/icif.2010.5711976openalex-snapshot
Boosting information fusion
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Improving a Gold Standard: Treating Human Relevance Judgments of MEDLINE Document Pairs
inferred← citeshttps://doi.org/10.1109/iconic.2018.8601260openalex-snapshot
Improving Classification Performance for Minority Classes through the use of Positive-Versus-Negative Ensemble Models
inferred← citeshttps://doi.org/10.1109/icpr.2000.906040openalex-snapshot
Improving the performance of the product fusion strategy
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A Unifying Framework for Learning the Linear Combiners for Classifier Ensembles
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Proximity Isolation Forests
inferred← citeshttps://doi.org/10.1109/icsmc.2010.5641912openalex-snapshot
Online signature verification system with anti-forgery provision based on segmentation and structure learning of HMM
inferred← citeshttps://doi.org/10.1109/ictai56018.2022.00021openalex-snapshot
Dynamic selection of classifiers based on complexity measures
inferred← citeshttps://doi.org/10.1109/ific.2000.859900openalex-snapshot
Multiple expert system design by combined feature selection and probability level fusion
inferred← citeshttps://doi.org/10.1109/ific.2000.862457openalex-snapshot
A statistical overview of recent literature in information fusion
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The Dempster-Shafer combination rule as a tool to classifier combination
inferred← citeshttps://doi.org/10.1109/igarss.2006.48openalex-snapshot
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data
inferred← citeshttps://doi.org/10.1109/ijcb.2011.6117481openalex-snapshot
Comparison of quality-based fusion of face and iris biometrics
inferred← citeshttps://doi.org/10.1109/ijcnn.2011.6033309openalex-snapshot
A MLP-SVM hybrid model for cursive handwriting recognition
inferred← citeshttps://doi.org/10.1109/ijcnn.2012.6252719openalex-snapshot
A KNN-SVM hybrid model for cursive handwriting recognition
inferred← citeshttps://doi.org/10.1109/ijcnn.2015.7280433openalex-snapshot
Adaptive skew-sensitive fusion of ensembles and their application to face re-identification
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533446openalex-snapshot
Committee of NAS-based models
inferred← citeshttps://doi.org/10.1109/indin.2005.1560481openalex-snapshot
Stacked regression ensemble for cancer class prediction
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Ensemble approach for time series analysis in demand forecasting: Ensemble learning
inferred← citeshttps://doi.org/10.1109/iolts52814.2021.9486701openalex-snapshot
Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events
inferred← citeshttps://doi.org/10.1109/iri-05.2005.1506495openalex-snapshot
Boosting in classifier fusion vs. fusing boosted classifiers
inferred← citeshttps://doi.org/10.1109/iscid.2019.00049openalex-snapshot
Multi-Level Creation of Fuzzy Ensembles through Diversified Settings of Parameters
inferred← citeshttps://doi.org/10.1109/isimp.2001.925455openalex-snapshot
Improved speech recognition using adaptive audio-visual fusion via a stochastic secondary classifier
inferred← citeshttps://doi.org/10.1109/isspa.1999.818178openalex-snapshot
Classifying ships using low resolution maritime radar
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