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001 978-3-642-12127-2
003 DE-He213
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007 cr nn 008mamaa
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020 _a9783642121272
_9978-3-642-12127-2
024 7 _a10.1007/978-3-642-12127-2
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aMultiple Classifier Systems
_h[electronic resource] :
_b9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010, Proceedings /
_cedited by Neamat El Gayar, Josef Kittler, Fabio Roli.
250 _a1st ed. 2010.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2010.
300 _aX, 328 p. 77 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v5997
505 0 _aClassifier 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 toHandwritten 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9131547
650 0 _aPattern recognition systems.
_93953
650 0 _aAlgorithms.
_93390
650 0 _aComputer science.
_99832
650 0 _aDatabase management.
_93157
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9131548
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aAlgorithms.
_93390
650 2 4 _aTheory of Computation.
_9131549
650 2 4 _aDatabase Management.
_93157
700 1 _aEl Gayar, Neamat.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131550
700 1 _aKittler, Josef.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131551
700 1 _aRoli, Fabio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131552
710 2 _aSpringerLink (Online service)
_9131553
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642121265
776 0 8 _iPrinted edition:
_z9783642121289
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v5997
_9131554
856 4 0 _uhttps://doi.org/10.1007/978-3-642-12127-2
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