Solving of optimization and identification problems by the committee methods
Pattern Recognition
Handwritten numerical recognition based on multiple algorithms
Pattern Recognition
A theory of multiple classifier systems and its application to visual word recognition
A theory of multiple classifier systems and its application to visual word recognition
A word shape analysis approach to lexicon based word recognition
Pattern Recognition Letters
A computational model for recognition of multifont word images
Machine Vision and Applications - Special issue: document image analysis techniques
SAS/ETS User's Guide, Version 6
SAS/ETS User's Guide, Version 6
A Method of Combining Multiple Experts for the Recognition of Unconstrained Handwritten Numerals
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fusion of handwritten word classifiers
Pattern Recognition Letters - Special issue on fuzzy set technology in pattern recognition
Automatic Feature Generation for Handwritten Digit Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combination of Multiple Classifiers Using Local Accuracy Estimates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Joint Induction of Shape Features and Tree Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Random Subspace Method for Constructing Decision Forests
IEEE Transactions on Pattern Analysis and Machine Intelligence
A connectionist method for pattern classification with diverse features
Pattern Recognition Letters
Boosted mixture of experts: an ensemble learning scheme
Neural Computation
A Methodology for Mapping Scores to Probabilities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Twenty Years of Document Image Analysis in PAMI
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Olfactory Classification via Interpoint Distance Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generalizations of the Hamming Associative Memory
Neural Processing Letters
On Fusers that Perform Better than Best Sensor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining RBF Networks Trained by Different Clustering Techniques
Neural Processing Letters
Algorithmic Fusion for More Robust Feature Tracking
International Journal of Computer Vision
Using Correspondence Analysis to Combine Classifiers
Machine Learning
Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000
Fusing Neural Networks Through Space Partitioning and Fuzzy Integration
Neural Processing Letters
Symbolic vs. Connectionist Learning: An Experimental Comparison in a Structured Domain
IEEE Transactions on Knowledge and Data Engineering
Sum Versus Vote Fusion in Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
StrCombo: combination of string recognizers
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Combination of multiple classifiers for the customer's purchase behavior prediction
Decision Support Systems - Special issue: Agents and e-commerce business models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dialogue Scenes Detection in MPEG Movies: A Multi-expert Approach
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Automatic Cut Detection in MPEG Movies: A Multi-expert Approach
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Confidence Combination Methods in Multi-expert Systems
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Framework for Classifier Fusion: Is It Still Needed?
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Recent Advances in Fingerprint Verification
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Classifier Fusion Using Local Confidence
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Architecture for Classifier Combination Using Entropy Measures
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Multiple Classifier Combination Methodologies for Different Output Levels
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Improving Product by Moderating k-NN Classifiers
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Relationship of Sum and Vote Fusion Strategies
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Decision-Level Fusion in Fingerprint Verification
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Combining Supervised Remote Sensing Image Classifiers Based on Individual Class Performances
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Post-processing of Classifier Outputs in Multiple Classifier Systems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Multistage Neural Network Ensembles
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
A Multi-expert System for Movie Segmentation
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Multiclassifier Systems: Back to the Future
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Classifier Combinations: Implementations and Theoretical Issues
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
A New Evaluation Method for Expert Combination in Multi-expert System Designing
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Undesirable effects of output normalization in multiple classifier systems
Pattern Recognition Letters
A Methodology for Deriving Probabilistic Correctness Measures from Recognizers
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ACM Transactions on Asian Language Information Processing (TALIP)
Performance analysis of pattern classifier combination by plurality voting
Pattern Recognition Letters
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
On the classification and aggregation of hierarchies with different constitutive elements
Fundamenta Informaticae
Recognition of Cursive Roman Handwriting - Past, Present and Future
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
A New Classifier Simulator for Evaluating Parallel Combination Methods
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
A Majority Voting Scheme for Multiresolution Recognition of Handprinted Numerals
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Text-mining based journal splitting
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Exploiting Reliability for Dynamic Selection of Classifiers by Means of Genetic Algorithms
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Confidence Evaluation for Combining Diverse Classifiers
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Face recognition with visible and thermal infrared imagery
Computer Vision and Image Understanding - Special issue on Face recognition
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Online Recognition of Chinese Characters: The State-of-the-Art
IEEE Transactions on Pattern Analysis and Machine Intelligence
Communications of the ACM - Multimodal interfaces that flex, adapt, and persist
An evolutionary optimization approach for 3D human head model classification
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Error evaluation and applicability of OCR systems
CompSysTech '03 Proceedings of the 4th international conference conference on Computer systems and technologies: e-Learning
Combining Classifiers for word sense disambiguation
Natural Language Engineering
Analysing the performance of visual, concept and text features in content-based video retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantics and feature discovery via confidence-based ensemble
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Improvement of reliability in banknote classification using reject option and local PCA
Information Sciences—Informatics and Computer Science: An International Journal
On Visualization and Aggregation of Nearest Neighbor Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Theoretical Bounds of Majority Voting Performance for a Binary Classification Problem
IEEE Transactions on Pattern Analysis and Machine Intelligence
Benefit of multiclassifier systems for Arabic handwritten words recognition
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Gesture spotting using wrist worn microphone and 3-axis accelerometer
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
Detector of image orientation based on Borda Count
Pattern Recognition Letters
Feature combination using boosting
Pattern Recognition Letters
Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiscale Fusion of Visible and Thermal IR Images for Illumination-Invariant Face Recognition
International Journal of Computer Vision
Toward bridging the annotation-retrieval gap in image search by a generative modeling approach
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Combining feature selectors for text classification
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Infrastructural Issues for Agent-Based Distributed Learning
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Power and accuracy trade-offs in sound-based context recognition systems
Pervasive and Mobile Computing
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
Auditory brainstem response classification: A hybrid model using time and frequency features
Artificial Intelligence in Medicine
Accelerating feature-vector matching using multiple-tree and sub-vector methods
Pattern Recognition
Selecting Best Practices for Effort Estimation
IEEE Transactions on Software Engineering
Minority vote: at-least-N voting improves recall for extracting relations
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Visible models for interactive pattern recognition
Pattern Recognition Letters
Classifier ensembles: Select real-world applications
Information Fusion
Recognition of dietary activity events using on-body sensors
Artificial Intelligence in Medicine
How to compose a complex document recognition system
Proceedings of the 2006 international workshop on Research issues in digital libraries
Overlapping on partitioned facial images
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
Estimation and decision fusion: A survey
Neurocomputing
Investigating methods for improving bagged k-NN classifiers
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Ensembles of Multi-Objective Decision Trees
ECML '07 Proceedings of the 18th European conference on Machine Learning
On the Combination of Ridgelets Descriptors for Symbol Recognition
Graphics Recognition. Recent Advances and New Opportunities
Decision Fusion on Boosting Ensembles
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
The Mixture of Neural Networks as Ensemble Combiner
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
GEP-Induced Expression Trees as Weak Classifiers
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
New Results on Combination Methods for Boosting Ensembles
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Analyzing Classifier Hierarchy Multiclassifier Learning
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
International Journal of Remote Sensing
Statistical framework for a Spanish spoken dialogue corpus
Speech Communication
Using multi-instance enrollment to improve performance of 3D face recognition
Computer Vision and Image Understanding
A Multi-Criteria Decision Method Based on Rank Distance
Fundamenta Informaticae
Brief paper: Experience-consistent modeling: Regression and classification problems
Automatica (Journal of IFAC)
Expert Systems with Applications: An International Journal
Software quality analysis by combining multiple projects and learners
Software Quality Control
Sensitivity analysis of partitioning-based face recognition algorithms on occlusions
AEE'07 Proceedings of the 6th conference on Applications of electrical engineering
Decision fusion based on voting scheme for IR and visible face recognition
Machine Graphics & Vision International Journal
A fusion-based approach to digital movie restoration
Pattern Recognition
Increasing the accuracy of neural network classification using refined training data
Environmental Modelling & Software
Analysis of a Plurality Voting-based Combination of Classifiers
Neural Processing Letters
Predicting business failure using multiple case-based reasoning combined with support vector machine
Expert Systems with Applications: An International Journal
Data Fusion at Different Levels
Multimodal Signals: Cognitive and Algorithmic Issues
Construct support vector machine ensemble to detect traffic incident
Expert Systems with Applications: An International Journal
Face recognition using immune network based on principal component analysis
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Decision tree and instance-based learning for label ranking
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Weighting Individual Classifiers by Local Within-Class Accuracies
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Latent Fingerprint Matching: Fusion of Rolled and Plain Fingerprints
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Fusion in Multibiometric Identification Systems: What about the Missing Data?
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Foundations and Trends in Information Retrieval
Computational Statistics & Data Analysis
Semi-automatic dynamic auxiliary-tag-aided image annotation
Pattern Recognition
UBC-ZAS: a k-NN based multiclassifier system to perform WSD in a reduced dimensional vector space
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
A new technique for combining multiple classifiers using the dempster-shafer theory of evidence
Journal of Artificial Intelligence Research
Issues in stacked generalization
Journal of Artificial Intelligence Research
Audio-guided video-based face recognition
IEEE Transactions on Circuits and Systems for Video Technology
Dependency relationship based decision combination in multiple classifier systems
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
IEEE Transactions on Neural Networks
Local within-class accuracies for weighting individual outputs in multiple classifier systems
Pattern Recognition Letters
Artificial Intelligence Review
A multiclassifier based approach for word sense disambiguation using Singular Value Decomposition
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
Classifiers combination and syntax analysis for Arabic literal amount recognition
Engineering Applications of Artificial Intelligence
Fault diagnosis in railway track circuits using Dempster-Shafer classifier fusion
Engineering Applications of Artificial Intelligence
Context extraction for local fusion using fuzzy clustering and feature discrimination
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Quality based rank-level fusion in multibiometric systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Classifier combination based on confidence transformation
Pattern Recognition
GP-based secondary classifiers
Pattern Recognition
Score normalization in multimodal biometric systems
Pattern Recognition
Clustering of time series data-a survey
Pattern Recognition
Fusion of biometric algorithms in the recognition problem
Pattern Recognition Letters
Combining SVM classifiers using genetic fuzzy systems based on AUC for gene expression data analysis
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
On the diversity-performance relationship for majority voting in classifier ensembles
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A new dynamic ensemble selection method for numeral recognition
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A framework for the analysis of majority voting
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Data dependence in combining classifiers
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
The practical performance characteristics of tomographically filtered multiple classifier fusion
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Simulating classifier outputs for evaluating parallel combination methods
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A framework of two-stage combination of multiple recognizers for handwritten numerals
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Combination methodologies of multi-agent hyper surface classifiers: design and implementation issues
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Tongue image matching using color and texture
ICMB'08 Proceedings of the 1st international conference on Medical biometrics
How to deal with uncertainty and variability: experience and solutions
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Ensemble methods to improve the performance of an English handwritten text line recognizer
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Experimental evaluation of diversity measures of combined classifiers
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Learn++.MF: A random subspace approach for the missing feature problem
Pattern Recognition
A PSO-based weighting method for linear combination of neural networks
Computers and Electrical Engineering
Neuro-fuzzy-combiner: an effective multiple classifier system
International Journal of Knowledge Engineering and Soft Data Paradigms
Comparing combiner systems using diversity measures
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Layered architecture for real time sign recognition: Hand gesture and movement
Engineering Applications of Artificial Intelligence
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
Rank-score characteristics (RSC) function and cognitive diversity
BI'10 Proceedings of the 2010 international conference on Brain informatics
Adaptive local fusion with neural networks
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Robust ensemble learning for mining noisy data streams
Decision Support Systems
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Ensemble of feature sets and classification algorithms for sentiment classification
Information Sciences: an International Journal
Text-independent speaker identification using VQ-HMM model based multiple classifier system
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Using classifier fusion techniques for protein secondary structure prediction
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Fast meta-models for local fusion of multiple predictive models
Applied Soft Computing
Predicting stock returns by classifier ensembles
Applied Soft Computing
PCA based immune networks for human face recognition
Applied Soft Computing
Using random subspace to combine multiple features for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Video based face recognition using multiple classifiers
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A comparison of soft fusion methods under different bagging scenarios
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Bagging gradient-boosted trees for high precision, low variance ranking models
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Adaptive ROC-based ensembles of HMMs applied to anomaly detection
Pattern Recognition
AMT'11 Proceedings of the 7th international conference on Active media technology
International Journal of Speech Technology
BI'11 Proceedings of the 2011 international conference on Brain informatics
Selection of optimal dimensionality reduction methods for face recognition using genetic algorithms
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Noisy digit classification with multiple specialist
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Symmetries from uniform space covering in stochastic discrimination
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Conditionally dependent classifier fusion using AND rule for improved biometric verification
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Preference elicitation techniques for group recommender systems
Information Sciences: an International Journal
On a unified framework for sampling with and without replacement in decision tree ensembles
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Using an ensemble of classifiers to audit a production classifier
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Removing line scratches in digital image sequences by fusion techniques
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Protein secondary structure classifiers fusion using OWA
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Boosting-based ensemble learning with penalty profiles for automatic Thai unknown word recognition
Computers & Mathematics with Applications
An experiment with association rules and classification: post-bagging and conviction
DS'05 Proceedings of the 8th international conference on Discovery Science
Image analysis and automatic surface identification by a bi-level multi-classifier
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Multiple classifier systems for embedded string patterns
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Compact binary patterns (CBP) with multiple patch classifiers for fast and accurate face recognition
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Ensemble prediction of commercial bank failure through diversification of input features
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Remote sensing image classification: a neuro-fuzzy MCS approach
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Cut digits classification with k-NN multi-specialist
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Ensemble based sensing anomaly detection in wireless sensor networks
Expert Systems with Applications: An International Journal
Bayesian network multi-classifiers for protein secondary structure prediction
Artificial Intelligence in Medicine
Data with shifting concept classification using simulated recurrence
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Integration of intelligent information technologies ensembles for modeling and classification
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Constructing petri net models using genetic search
Mathematical and Computer Modelling: An International Journal
Artificial Intelligence in Medicine
Speaker verification using excitation source information
International Journal of Speech Technology
Fusion of biometric systems using Boolean combination: an application to iris-based authentication
International Journal of Biometrics
Towards improving automatic image annotation using improvised fractal SMOTE approach
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Dynamic fusion method using Localized Generalization Error Model
Information Sciences: an International Journal
A Multi-Criteria Decision Method Based on Rank Distance
Fundamenta Informaticae
On the Classification and Aggregation of Hierarchies with ifferent Constitutive Elements
Fundamenta Informaticae
Fingerprint recognition based on combined features
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A unified learning framework for auto face annotation by mining web facial images
Proceedings of the 21st ACM international conference on Information and knowledge management
Decision fusion of horizontal and vertical trajectories for recognition of online Farsi subwords
Engineering Applications of Artificial Intelligence
Classifier ensemble using a heuristic learning with sparsity and diversity
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
A tutorial on human activity recognition using body-worn inertial sensors
ACM Computing Surveys (CSUR)
Information Sciences: an International Journal
Early security classification of skype users via machine learning
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
A survey of multiple classifier systems as hybrid systems
Information Fusion
Local descriptors and similarity measures for frontal face recognition: A comparative analysis
Journal of Visual Communication and Image Representation
A framework for selection and fusion of pattern classifiers in multimedia recognition
Pattern Recognition Letters
Advanced Engineering Informatics
Segmentation of abdominal organs from CT using a multi-level, hierarchical neural network strategy
Computer Methods and Programs in Biomedicine
| Hi-index | 0.15 |
A multiple classifier system is a powerful solution to difficult pattern recognition problems involving large class sets and noisy input because it allows simultaneous use of arbitrary feature descriptors and classification procedures. Decisions by the classifiers can be represented as rankings of classifiers and different instances of a problem. The rankings can be combined by methods that either reduce or rerank a given set of classes. An intersection method and union method are proposed for class set reduction. Three methods based on the highest rank, the Borda count, and logistic regression are proposed for class set reranking. These methods have been tested in applications of degraded machine-printed characters and works from large lexicons, resulting in substantial improvement in overall correctness.