05972nam 22006975 450 99646606070331620200704120149.010.1007/b136985(CKB)1000000000213032(SSID)ssj0000319090(PQKBManifestationID)11222384(PQKBTitleCode)TC0000319090(PQKBWorkID)10336251(PQKB)10560232(DE-He213)978-3-540-31578-0(MiAaPQ)EBC3068395(PPN)12309562X(EXLCZ)99100000000021303220100714d2005 u| 0engurnn#008mamaatxtccrMultiple Classifier Systems[electronic resource] 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings /edited by Nikunj C. Oza, Robi Polikar, Josef Kittler, Fabio Roli1st ed. 2005.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2005.1 online resource (XII, 432 p.)Image Processing, Computer Vision, Pattern Recognition, and Graphics ;3541Bibliographic Level Mode of Issuance: Monograph3-540-31578-0 3-540-26306-3 Includes bibliographical references and index.Future Directions -- Semi-supervised Multiple Classifier Systems: Background and Research Directions -- Boosting -- Boosting GMM and Its Two Applications -- Boosting Soft-Margin SVM with Feature Selection for Pedestrian Detection -- Observations on Boosting Feature Selection -- Boosting Multiple Classifiers Constructed by Hybrid Discriminant Analysis -- Combination Methods -- Decoding Rules for Error Correcting Output Code Ensembles -- A Probability Model for Combining Ranks -- EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks -- Mixture of Gaussian Processes for Combining Multiple Modalities -- Dynamic Classifier Integration Method -- Recursive ECOC for Microarray Data Classification -- Using Dempster-Shafer Theory in MCF Systems to Reject Samples -- Multiple Classifier Fusion Performance in Networked Stochastic Vector Quantisers -- On Deriving the Second-Stage Training Set for Trainable Combiners -- Using Independence Assumption to Improve Multimodal Biometric Fusion -- Design Methods -- Half-Against-Half Multi-class Support Vector Machines -- Combining Feature Subsets in Feature Selection -- ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments -- Using Decision Tree Models and Diversity Measures in the Selection of Ensemble Classification Models -- Ensembles of Classifiers from Spatially Disjoint Data -- Optimising Two-Stage Recognition Systems -- Design of Multiple Classifier Systems for Time Series Data -- Ensemble Learning with Biased Classifiers: The Triskel Algorithm -- Cluster-Based Cumulative Ensembles -- Ensemble of SVMs for Incremental Learning -- Performance Analysis -- Design of a New Classifier Simulator -- Evaluation of Diversity Measures for Binary Classifier Ensembles -- Which Is the Best Multiclass SVM Method? An Empirical Study -- Over-Fitting in Ensembles of Neural Network Classifiers Within ECOC Frameworks -- Between Two Extremes: Examining Decompositions of the Ensemble Objective Function -- Data Partitioning Evaluation Measures for Classifier Ensembles -- Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation -- Ensemble Confidence Estimates Posterior Probability -- Applications -- Using Domain Knowledge in the Random Subspace Method: Application to the Classification of Biomedical Spectra -- An Abnormal ECG Beat Detection Approach for Long-Term Monitoring of Heart Patients Based on Hybrid Kernel Machine Ensemble -- Speaker Verification Using Adapted User-Dependent Multilevel Fusion -- Multi-modal Person Recognition for Vehicular Applications -- Using an Ensemble of Classifiers to Audit a Production Classifier -- Analysis and Modelling of Diversity Contribution to Ensemble-Based Texture Recognition Performance -- Combining Audio-Based and Video-Based Shot Classification Systems for News Videos Segmentation -- Designing Multiple Classifier Systems for Face Recognition -- Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;3541Pattern recognitionOptical data processingArtificial intelligenceComputersPattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Pattern recognition.Optical data processing.Artificial intelligence.Computers.Pattern Recognition.Image Processing and Computer Vision.Artificial Intelligence.Computation by Abstract Devices.006.3/1Oza Nikunj Cedthttp://id.loc.gov/vocabulary/relators/edtPolikar Robiedthttp://id.loc.gov/vocabulary/relators/edtKittler Josefedthttp://id.loc.gov/vocabulary/relators/edtRoli Fabioedthttp://id.loc.gov/vocabulary/relators/edtInternational Workshop on Multiple Classifier SystemsBOOK996466060703316Multiple Classifier Systems772217UNISA02109nam 2200553Ia 450 991078185200332120230725053621.01-4384-3630-01-4619-0627-X(CKB)2550000000059476(OCoLC)756501398(CaPaEBR)ebrary10574175(SSID)ssj0000568743(PQKBManifestationID)11353744(PQKBTitleCode)TC0000568743(PQKBWorkID)10540245(PQKB)10042914(MiAaPQ)EBC3407313(MdBmJHUP)muse14185(Au-PeEL)EBL3407313(CaPaEBR)ebr10574175(EXLCZ)99255000000005947620100813d2011 uy 0engurcn|||||||||txtccrBlood at the root[electronic resource] lynching as American cultural nucleus /Jennie Lightweis-GoffAlbany State University of New York Pressc20111 online resource (235 p.) Bibliographic Level Mode of Issuance: Monograph1-4384-3629-7 Includes bibliographical references and index.Self and state : lynching's intimate violence -- "America is Mississippi now" : the portable South and the exile of Richard Wright -- Beneath the skin : George Schuyler and the Fantasy of race -- "Peaceful and unfathomable and unbearable eyes" : William Faulkner's Elisions of witness -- The lynched woman : Kara Walker, Laura Nelson, and the question of agency -- Vacant lots : public memory and the practice of forgetting.LynchingUnited StatesHistoryRace relations in literatureUnited StatesRace relationsLynchingHistory.Race relations in literature.364.1/34Lightweis-Goff Jennie1580503MiAaPQMiAaPQMiAaPQBOOK9910781852003321Blood at the root3861476UNINA