05148nam 2200661Ia 450 991048460000332120200520144314.01-280-38597-997866135638973-642-12127-610.1007/978-3-642-12127-2(CKB)2670000000010128(SSID)ssj0000399491(PQKBManifestationID)11290898(PQKBTitleCode)TC0000399491(PQKBWorkID)10385502(PQKB)10646507(DE-He213)978-3-642-12127-2(MiAaPQ)EBC3065164(PPN)149059876(EXLCZ)99267000000001012820100329d2010 uy 0engurnn#008mamaatxtccrMultiple classifier systems 9th international workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010 : proceedings /Neamat El Gayar, Josef Kittler, Fabio Roli (eds.)1st ed. 2010.Berlin Springerc20101 online resource (X, 328 p. 77 illus.)Lecture notes in computer science,0302-9743 ;5997LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphicsBibliographic Level Mode of Issuance: Monograph3-642-12126-8 Includes bibliographical references and index.Classifier Ensembles(I) -- Weighted Bagging for Graph Based One-Class Classifiers -- Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers -- New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization -- Incremental Learning of New Classes in Unbalanced Datasets: Learn?+?+?.UDNC -- Tomographic Considerations in Ensemble Bias/Variance Decomposition -- Choosing Parameters for Random Subspace Ensembles for fMRI Classification -- Classifier Ensembles(II) -- An Experimental Study on Ensembles of Functional Trees -- Multiple Classifier Systems under Attack -- SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning -- Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach -- A Double Pruning Algorithm for Classification Ensembles -- Estimation of the Number of Clusters Using Multiple Clustering Validity Indices -- Classifier Diversity -- “Good” and “Bad” Diversity in Majority Vote Ensembles -- Multi-information Ensemble Diversity -- Classifier Selection -- Dynamic Selection of Ensembles of Classifiers Using Contextual Information -- Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems -- Combining Multiple Kernels -- A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities -- Combining Multiple Kernels by Augmenting the Kernel Matrix -- Boosting and Bootstrapping -- Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles -- Boosted Geometry-Based Ensembles -- Online Non-stationary Boosting -- Handwriting Recognition -- Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting -- Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition -- Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition -- Applications -- Forecast Combination Strategies for Handling Structural Breaks for Time Series Forecasting -- A Multiple Classifier System for Classification of LIDAR Remote Sensing Data Using Multi-class SVM -- A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation -- A Multi-objective Sequential Ensemble for Cluster Structure Analysis and Visualization and Application to Gene Expression -- Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells -- An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction -- Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network -- Invited Papers -- Some Thoughts at the Interface of Ensemble Methods and Feature Selection -- Multiple Classifier Systems for the Recogonition of Human Emotions -- Erratum -- Erratum.Lecture notes in computer science ;5997.LNCS sublibrary.SL 6,Image processing, computer vision, pattern recognition, and graphics.MCS 2010Machine learningCongressesNeural networks (Computer science)CongressesPattern perceptionCongressesMachine learningNeural networks (Computer science)Pattern perception006.3El Gayar Neamat1754896Kittler Josef1946-13183Roli Fabio1962-275187MCS 2010MiAaPQMiAaPQMiAaPQBOOK9910484600003321Multiple classifier systems4191409UNINA