Search results for "MCS"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Matteo Re, Giorgio Valentini	An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction.	MCS	2010	DBLP DOI BibTeX RDF
1	Gregory Ditzler, Michael D. Muhlbaier, Robi Polikar	Incremental Learning of New Classes in Unbalanced Datasets: Learn + + .UDNC.	MCS	2010	DBLP DOI BibTeX RDF
1	Oriol Pujol	Boosted Geometry-Based Ensembles.	MCS	2010	DBLP DOI BibTeX RDF
1	Wan-Jui Lee, Robert P. W. Duin, Horst Bunke	Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems.	MCS	2010	DBLP DOI BibTeX RDF
1	Luana Batista, Eric Granger, Robert Sabourin	A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation.	MCS	2010	DBLP DOI BibTeX RDF
1	David Windridge	Tomographic Considerations in Ensemble Bias/Variance Decomposition.	MCS	2010	DBLP DOI BibTeX RDF
1	Ahmed Salah El-Din, Neamat El Gayar	New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization.	MCS	2010	DBLP DOI BibTeX RDF
1	Raymond S. Smith, Terry Windeatt	Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles.	MCS	2010	DBLP DOI BibTeX RDF
1	Mohamed Farouk Abdel Hady, Friedhelm Schwenker	Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition.	MCS	2010	DBLP DOI BibTeX RDF
1	Zhi-Hua Zhou, Nan Li 0019	Multi-information Ensemble Diversity.	MCS	2010	DBLP DOI BibTeX RDF
1	Gavin Brown 0001, Ludmila I. Kuncheva	"Good" and "Bad" Diversity in Majority Vote Ensembles.	MCS	2010	DBLP DOI BibTeX RDF
1	Adam Craig Pocock, Paraskevas Yiapanis, Jeremy Singer, Mikel Luján, Gavin Brown 0001	Online Non-stationary Boosting.	MCS	2010	DBLP DOI BibTeX RDF
1	Mahmoud Khademi, Mohammad Taghi Manzuri Shalmani, Mohammad Hadi Kiapour, Ali Akbar Kiaei	Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network.	MCS	2010	DBLP DOI BibTeX RDF
1	Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge	A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities.	MCS	2010	DBLP DOI BibTeX RDF
1	Carlo Sansone, Vincenzo Paduano, Michele Ceccarelli	Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells.	MCS	2010	DBLP DOI BibTeX RDF
1	Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen	Dynamic Selection of Ensembles of Classifiers Using Contextual Information.	MCS	2010	DBLP DOI BibTeX RDF
1	Waleed M. Azmy, Amir F. Atiya, Hisham El-Shishiny	Forecast Combination Strategies for Handling Structural Breaks for Time Series Forecasting.	MCS	2010	DBLP DOI BibTeX RDF
1	Farhad Samadzadegan, Behnaz Bigdeli, Pouria Ramzi	A Multiple Classifier System for Classification of LIDAR Remote Sensing Data Using Multi-class SVM.	MCS	2010	DBLP DOI BibTeX RDF
1	Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson	Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach.	MCS	2010	DBLP DOI BibTeX RDF
1	Battista Biggio, Giorgio Fumera, Fabio Roli	Multiple Classifier Systems under Attack.	MCS	2010	DBLP DOI BibTeX RDF
1	Nabiha Azizi, Nadir Farah, Mokhtar Sellami 0001, Abdel Ennaji	Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition.	MCS	2010	DBLP DOI BibTeX RDF
1	Volkmar Frinken, Andreas Fischer 0002, Horst Bunke	Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting.	MCS	2010	DBLP DOI BibTeX RDF
1	Gavin Brown 0001	Some Thoughts at the Interface of Ensemble Methods and Feature Selection.	MCS	2010	DBLP DOI BibTeX RDF
1	Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor	An Experimental Study on Ensembles of Functional Trees.	MCS	2010	DBLP DOI BibTeX RDF
1	Víctor Soto, Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez 0001	A Double Pruning Algorithm for Classification Ensembles.	MCS	2010	DBLP DOI BibTeX RDF
1	Santi Seguí, Laura Igual, Jordi Vitrià	Weighted Bagging for Graph Based One-Class Classifiers.	MCS	2010	DBLP DOI BibTeX RDF
1	Francesco Gargiulo 0001, Carlo Sansone	SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning.	MCS	2010	DBLP DOI BibTeX RDF
1	Neamat El Gayar, Josef Kittler, Fabio Roli (eds.)	Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings	MCS	2010	DBLP DOI BibTeX RDF
1	Giorgio Valentini	True Path Rule Hierarchical Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Peijun Du, Guangli Li, Wei Zhang 0156, Xiaomei Wang, Hao Sun	Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image.	MCS	2009	DBLP DOI BibTeX RDF	weighted count of errors and correct results (WCEC), remote sensing, multiple classifier combination, land cover classification, consistency measure
1	Amber Tomas	Constraints in Weighted Averaging.	MCS	2009	DBLP DOI BibTeX RDF
1	Mohamed Farouk Abdel Hady, Friedhelm Schwenker	Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion.	MCS	2009	DBLP DOI BibTeX RDF
1	Jesús Maudes, Juan José Rodríguez, César Ignacio García-Osorio	Disturbing Neighbors Ensembles for Linear SVM.	MCS	2009	DBLP DOI BibTeX RDF	Disturbing Neighbors, Kappa-Error Movement Diagrams, SVM, Diversity, Ensembles
1	Mingmin Chi, Youdong Miao, Youze Tang, Jón Atli Benediktsson, Xuanjing Huang 0001	Hierarchical Ensemble Support Cluster Machine.	MCS	2009	DBLP DOI BibTeX RDF
1	Simon Bernard 0001, Laurent Heutte, Sébastien Adam	Influence of Hyperparameters on Random Forest Accuracy.	MCS	2009	DBLP DOI BibTeX RDF	Decision Trees, Supervised Learning, Ensemble Method, Random Forests
1	Sergio Escalera, Oriol Pujol, Petia Radeva	Recoding Error-Correcting Output Codes.	MCS	2009	DBLP DOI BibTeX RDF
1	Michal Haindl, Stanislav Mikes, Pavel Pudil	Unsupervised Hierarchical Weighted Multi-segmenter.	MCS	2009	DBLP DOI BibTeX RDF
1	Goo Jun, Joydeep Ghosh	Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis.	MCS	2009	DBLP DOI BibTeX RDF
1	Narayanan Unny Edakunni, Sethu Vijayakumar	Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors.	MCS	2009	DBLP DOI BibTeX RDF
1	Kai Ming Ting, Jonathan R. Wells, Swee Chuan Tan, Shyh Wei Teng, Geoffrey I. Webb	FaSS: Ensembles for Stable Learners.	MCS	2009	DBLP DOI BibTeX RDF	stable learners, Local models
1	David M. J. Tax, Marco Loog, Robert P. W. Duin	Optimal Mean-Precision Classifier.	MCS	2009	DBLP DOI BibTeX RDF	precision-recall graph, performance evaluation, information retrieval, Pattern recognition
1	Ryan Elwell, Robi Polikar	Incremental Learning of Variable Rate Concept Drift.	MCS	2009	DBLP DOI BibTeX RDF	nonstationary environment, Learn?+?+?.NSE, concept drift
1	David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev	Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method.	MCS	2009	DBLP DOI BibTeX RDF
1	Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson	Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.	MCS	2009	DBLP DOI BibTeX RDF	classifier ensmeble, support vector machines, multiple classifier systems, hyperspectral, land cover classification
1	Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan 0001	A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling.	MCS	2009	DBLP DOI BibTeX RDF
1	Jian-Wu Xu, Vartika Singh, Venu Govindaraju, Depankar Neogi	A Cascade Multiple Classifier System for Document Categorization.	MCS	2009	DBLP DOI BibTeX RDF	Document Classification, Classifier Combination, Multiple-classifiers
1	Kai Ming Ting, Lian Zhu	Boosting Support Vector Machines Successfully.	MCS	2009	DBLP DOI BibTeX RDF	support vector machines, Boosting, local models
1	Samuel Robert Reid, Gregory Z. Grudic	Regularized Linear Models in Stacked Generalization.	MCS	2009	DBLP DOI BibTeX RDF
1	Francesco Gargiulo 0001, Ludmila I. Kuncheva, Carlo Sansone	Network Protocol Verification by a Classifier Selection Ensemble.	MCS	2009	DBLP DOI BibTeX RDF
1	Melba M. Crawford, Wonkook Kim	Manifold Learning for Multi-classifier Systems via Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Satoshi Shirai, Mineichi Kudo, Atsuyoshi Nakamura	Comparison of Bagging and Boosting Algorithms on Sample and Feature Weighting.	MCS	2009	DBLP DOI BibTeX RDF
1	Kaspar Riesen, Horst Bunke	Cluster Ensembles Based on Vector Space Embeddings of Graphs.	MCS	2009	DBLP DOI BibTeX RDF
1	Peijun Du, Wei Zhang 0156, Hao Sun	Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification.	MCS	2009	DBLP DOI BibTeX RDF	hyperspectral remote sensing, boosting, bagging, classifier ensemble, evidence theory, Multiple classifier combination
1	Amir Ahmad, Gavin Brown 0001	A Study of Random Linear Oracle Ensembles.	MCS	2009	DBLP DOI BibTeX RDF	Clusters, Naive Bayes, Classifier Ensemble, Subclasses
1	Gavin Brown 0001	An Information Theoretic Perspective on Multiple Classifier Systems.	MCS	2009	DBLP DOI BibTeX RDF
1	Raymond S. Smith, Terry Windeatt	The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Sergey Tulyakov, Venu Govindaraju	Neural Network Optimization for Combinations in Identification Systems.	MCS	2009	DBLP DOI BibTeX RDF	identification system, biometric matchers, neural network, Classifier combination
1	Jón Atli Benediktsson, Josef Kittler, Fabio Roli (eds.)	Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings	MCS	2009	DBLP DOI BibTeX RDF
1	Kai Lienemann, Thomas Plötz, Gernot A. Fink	Stacking for Ensembles of Local Experts in Metabonomic Applications.	MCS	2009	DBLP DOI BibTeX RDF
1	Wan-Jui Lee, Robert P. W. Duin	A Labelled Graph Based Multiple Classifier System.	MCS	2009	DBLP DOI BibTeX RDF
1	Chunxia Zhang 0002, Robert P. W. Duin	An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets.	MCS	2009	DBLP DOI BibTeX RDF	Multi-response linear regression (MLR), Trainable combiner, Decision template (DT), Fisher linear discriminant (FLD), Ensemble classifier
1	Alexander Tatarchuk, Valentina Sulimova, David Windridge, Vadim Mottl, Mikhail Lange	Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels.	MCS	2009	DBLP DOI BibTeX RDF
1	Luca Didaci, Gian Luca Marcialis, Fabio Roli	Semi-supervised Co-update of Multiple Matchers.	MCS	2009	DBLP DOI BibTeX RDF
1	Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof	Ant Clustering Using Ensembles of Partitions.	MCS	2009	DBLP DOI BibTeX RDF	Ant-based clustering, Clustering, Ensembles, Fuzzy c-means, NMF, Consensus clustering
1	Michael J. Procopio, W. Philip Kegelmeyer, Gregory Z. Grudic, Jane Mulligan	Terrain Segmentation with On-Line Mixtures of Experts for Autonomous Robot Navigation.	MCS	2009	DBLP DOI BibTeX RDF
1	Waleed M. Azmy, Neamat El Gayar, Amir F. Atiya, Hisham El-Shishiny	MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction.	MCS	2009	DBLP DOI BibTeX RDF	NN3 data, Wilcoxon, diversity, MLP, Gaussian Processes, Time series prediction, Negative Correlation Learning
1	Matteo Re, Giorgio Valentini	Ensemble Based Data Fusion for Gene Function Prediction.	MCS	2009	DBLP DOI BibTeX RDF
1	Davy Sannen, Hendrik Van Brussel	Active Grading Ensembles for Learning Visual Quality Control from Multiple Humans.	MCS	2009	DBLP DOI BibTeX RDF
1	Oriol Pujol, Eloi Puertas, Carlo Gatta	Multi-scale Stacked Sequential Learning.	MCS	2009	DBLP DOI BibTeX RDF
1	Amir Ahmad, Gavin Brown 0001	Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data.	MCS	2009	DBLP DOI BibTeX RDF	Random Ordinality, Binary splits, Multi-way splits, Decision trees, Data fragmentation
1	Zhi-Hua Zhou	When Semi-supervised Learning Meets Ensemble Learning.	MCS	2009	DBLP DOI BibTeX RDF
1	Albert D. Shieh, David F. Kamm	Ensembles of One Class Support Vector Machines.	MCS	2009	DBLP DOI BibTeX RDF
1	Battista Biggio, Giorgio Fumera, Fabio Roli	Multiple Classifier Systems for Adversarial Classification Tasks.	MCS	2009	DBLP DOI BibTeX RDF
1	Nan Li 0019, Zhi-Hua Zhou	Selective Ensemble under Regularization Framework.	MCS	2009	DBLP DOI BibTeX RDF
1	Ingrid Visentini, Josef Kittler, Gian Luca Foresti	Diversity-Based Classifier Selection for Adaptive Object Tracking.	MCS	2009	DBLP DOI BibTeX RDF
1	Peijun Du, Hao Sun, Wei Zhang 0156	Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers.	MCS	2009	DBLP DOI BibTeX RDF	high resolution remote sensing, target identification, hierarchical classifier system, classifier selection, multiple classifier combination
1	Petr Somol, Jirí Grim, Pavel Pudil	Criteria Ensembles in Feature Selection.	MCS	2009	DBLP DOI BibTeX RDF
1	Matthew Prior, Terry Windeatt	Improved Uniformity Enforcement in Stochastic Discrimination.	MCS	2009	DBLP DOI BibTeX RDF
1	Marco Loog, Yan Li 0009, David M. J. Tax	Maximum Membership Scale Selection.	MCS	2009	DBLP DOI BibTeX RDF
1	Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson	Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data.	MCS	2009	DBLP DOI BibTeX RDF	imbalanced training data, support vector machines, bagging, land cover classification, multispectral
1	Manuela Zanda, Gavin Brown 0001	A Study of Semi-supervised Generative Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Goo Jun, Joydeep Ghosh	Multi-class Boosting with Class Hierarchies.	MCS	2009	DBLP DOI BibTeX RDF
1	Mohammad Sadeghi 0001, Samaneh Khoshrou, Josef Kittler	Confidence Based Gating of Colour Features for Face Authentication.	MCS	2007	DBLP DOI BibTeX RDF
1	Hubert Cecotti, Abdel Belaïd	Hierarchical Behavior Knowledge Space.	MCS	2007	DBLP DOI BibTeX RDF
1	Manuele Bicego, Elzbieta Pekalska, Robert P. W. Duin	Group-Induced Vector Spaces.	MCS	2007	DBLP DOI BibTeX RDF
1	Hans Ulrich Christensen, Daniel Ortiz Arroyo	Applying Data Fusion Methods to Passage Retrieval in QAS.	MCS	2007	DBLP DOI BibTeX RDF	Data Fusion, Passage Retrieval, Question Answering Systems
1	Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin	Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion.	MCS	2007	DBLP DOI BibTeX RDF	Kernel-based pattern recognition, combining modalities, kernel fusion, support vector machines
1	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination.	MCS	2007	DBLP DOI BibTeX RDF	Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix
1	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	A New Dynamic Ensemble Selection Method for Numeral Recognition.	MCS	2007	DBLP DOI BibTeX RDF	Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix
1	David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev	The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition.	MCS	2007	DBLP DOI BibTeX RDF	Kernel-based pattern recognition, combining modalities, kernel fusion, classifier fusion
1	Lawrence O. Hall, Robert E. Banfield, Kevin W. Bowyer, W. Philip Kegelmeyer	Boosting Lite - Handling Larger Datasets and Slower Base Classifiers.	MCS	2007	DBLP DOI BibTeX RDF	support vector machines, decision trees, boosting, classifier ensembles
1	Mineichi Kudo, Satoshi Shirai, Hiroshi Tenmoto	A Combination of Sample Subsets and Feature Subsets in One-Against-Other Classifiers.	MCS	2007	DBLP DOI BibTeX RDF
1	Nitesh V. Chawla, Jared Sylvester	Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets.	MCS	2007	DBLP DOI BibTeX RDF
1	Gian Luca Marcialis, Fabio Roli	Serial Fusion of Fingerprint and Face Matchers.	MCS	2007	DBLP DOI BibTeX RDF
1	Jonas Richiardi, Andrzej Drygajlo	Reliability-Based Voting Schemes Using Modality-Independent Features in Multi-classifier Biometric Authentication.	MCS	2007	DBLP DOI BibTeX RDF
1	Daniel Kanevskiy, Konstantin V. Vorontsov	Cooperative Coevolutionary Ensemble Learning.	MCS	2007	DBLP DOI BibTeX RDF
1	Michal Haindl, Josef Kittler, Fabio Roli (eds.)	Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, Proceedings	MCS	2007	DBLP DOI BibTeX RDF
1	Joseph DePasquale, Robi Polikar	Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features.	MCS	2007	DBLP DOI BibTeX RDF
1	Stefano Merler, Giuseppe Jurman, Cesare Furlanello	Deriving the Kernel from Training Data.	MCS	2007	DBLP DOI BibTeX RDF
1	Reza Ebrahimpour, Ehsanollah Kabir, Mohammad Reza Yousefi	View-Based Eigenspaces with Mixture of Experts for View-Independent Face Recognition.	MCS	2007	DBLP DOI BibTeX RDF

Publications at "MCS"( http://dblp.L3S.de/Venues/MCS )