LEADER 05972nam 22006975 450 001 996466060703316 005 20200704120149.0 024 7 $a10.1007/b136985 035 $a(CKB)1000000000213032 035 $a(SSID)ssj0000319090 035 $a(PQKBManifestationID)11222384 035 $a(PQKBTitleCode)TC0000319090 035 $a(PQKBWorkID)10336251 035 $a(PQKB)10560232 035 $a(DE-He213)978-3-540-31578-0 035 $a(MiAaPQ)EBC3068395 035 $a(PPN)12309562X 035 $a(EXLCZ)991000000000213032 100 $a20100714d2005 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aMultiple Classifier Systems$b[electronic resource] $e6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings /$fedited by Nikunj C. Oza, Robi Polikar, Josef Kittler, Fabio Roli 205 $a1st ed. 2005. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2005. 215 $a1 online resource (XII, 432 p.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v3541 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-31578-0 311 $a3-540-26306-3 320 $aIncludes bibliographical references and index. 327 $aFuture 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. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v3541 606 $aPattern recognition 606 $aOptical data processing 606 $aArtificial intelligence 606 $aComputers 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013 615 0$aPattern recognition. 615 0$aOptical data processing. 615 0$aArtificial intelligence. 615 0$aComputers. 615 14$aPattern Recognition. 615 24$aImage Processing and Computer Vision. 615 24$aArtificial Intelligence. 615 24$aComputation by Abstract Devices. 676 $a006.3/1 702 $aOza$b Nikunj C$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPolikar$b Robi$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKittler$b Josef$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRoli$b Fabio$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aInternational Workshop on Multiple Classifier Systems 906 $aBOOK 912 $a996466060703316 996 $aMultiple Classifier Systems$9772217 997 $aUNISA LEADER 05581nam 22007695 450 001 996660362003316 005 20250530130733.0 010 $a3-031-93712-0 024 7 $a10.1007/978-3-031-93712-5 035 $a(CKB)39124527900041 035 $a(DE-He213)978-3-031-93712-5 035 $a(MiAaPQ)EBC32142514 035 $a(Au-PeEL)EBL32142514 035 $a(OCoLC)1521936028 035 $a(EXLCZ)9939124527900041 100 $a20250530d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aVirtual, Augmented and Mixed Reality $e17th International Conference, VAMR 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22?27, 2025, Proceedings, Part II /$fedited by Jessie Y. C. Chen, Gino Fragomeni 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XX, 301 p. 164 illus., 142 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15789 311 08$a3-031-93711-2 327 $a -- VR, Culture, Art and Entertainment. -- Balancing Historical Value and Structural Safety: Revolutionary Applications of Digital Twins and XR Technology in Heritage Tunnel Restoration. -- The Effect of Particle Turbulence on Guiding Attention in a 360° VR Art Piece. -- VR Perceptible Design of "A Thousand Miles of Rivers and Mountains". -- Enhancing Tourists' Experience and Cultural Perception in the Summer Palace through VR Interaction. -- Immersive Conservation: Leveraging Virtual Manatees to Promote Manatee Conservation Awareness Among K12 Students. -- Bridging the Gap Between Broadcast TV and Virtual Reality. -- Serious Space: Exploring the Interactive Art Experience of Data Gaze and Panopticism through Multimodal System. -- AI-Echo: Exploring Technological Alienation Through an Interactive Art Experience. -- Social Interaction and Wellbeing in Virtual Environments. -- Stepping into Her Shoes: Designing and Evaluating the VR system on User Empathy Development for Domestic Violence Victims. -- Human Obedience and Social Norm Adherence in Small Groups with Virtual Agents. -- The Emotional Space of Public Opinion in Virtual Reality: Embodied Interaction Design Between Digital Swarming and News Emotions. -- Gamified Hand-Eye Coordination Tasks in a VR System for Stereoscopic Vision Rehabilitation: Leveraging Depth Cues for Enhanced Perception. -- Two Explorative Studies on Tangible Augmented Reality for Neurodevelopmental Disorders. -- Research on Sound Design of VR Healing Interactive Space - Taking the Work 'Wonder Garden' as an Example. -- Enhancing Altruistic Behavior through Virtual Reality: The Impact of Immersive Environments and Digital Embodiment on Prosocial Tendencies. -- AliceBot: Designing AI-Driven Applications for Mental Health Management. -- Influence of Floor Type on Social Navigation with Small Free-Standing Groups in Virtual Reality. 330 $aThis three-volume set, LNCS 15788-15790, constitutes the refereed proceedings of the 17th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2025, held as part of the 27th International Conference on Human-Computer Interaction, HCII 2025, in Gothenburg, Sweden, during June 22?27, 2025. The total of 1430 papers and 355 posters included in the HCII 2025 proceedings were carefully reviewed and selected from 7972 submissions. The papers presented in these three volumes are organized in the following topical sections:: Part I: Designing and Developing Virtual Environments; UX in Virtual Environments Part II: VR, Culture, Art and Entertainment; Social Interaction and Wellbeing in Virtual Environments Part III: VR Games; Virtual Environments for Learning, Training and Professional Development; Multimodal Interaction in Virtual Environments. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15789 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aComputer engineering 606 $aComputer networks 606 $aApplication software 606 $aArtificial intelligence 606 $aComputer vision 606 $aUser Interfaces and Human Computer Interaction 606 $aComputer Engineering and Networks 606 $aComputer and Information Systems Applications 606 $aArtificial Intelligence 606 $aComputer Communication Networks 606 $aComputer Vision 615 0$aUser interfaces (Computer systems) 615 0$aHuman-computer interaction. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aApplication software. 615 0$aArtificial intelligence. 615 0$aComputer vision. 615 14$aUser Interfaces and Human Computer Interaction. 615 24$aComputer Engineering and Networks. 615 24$aComputer and Information Systems Applications. 615 24$aArtificial Intelligence. 615 24$aComputer Communication Networks. 615 24$aComputer Vision. 676 $a005.437 676 $a004.019 702 $aChen$b Jessie Y. C$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFragomeni$b Gino$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996660362003316 996 $aVirtual, augmented and mixed reality$92814480 997 $aUNISA