Multiple classifier systems : 12th International Workshop, MCS 2015, Günzburg, Germany, June 29-July 1, 2015, Proceedings /: 12th International Workshop, MCS 2015, Günzburg, Germany, June 29-July 1, 2015, Proceedings. (2015)

• Record Type: Book
• Other Titles: MCS 2015
• Further Information: Note: Friedhelm Schwenker, Fabio Roli, Josef Kittler (eds.).
• Editors: Schwenker, Friedhelm; Roli, Fabio, 1962-; Kittler, Josef, 1946-
• Other Names: MCS (Workshop), 12th
• Contents: A Novel Bagging Ensemble Approach for Variable Ranking and Selection for Linear Regression Models -- A Hierarchical Ensemble Method for DAG-Structured Taxonomies -- Diversity Measures and Margin Criteria in Multi-class Majority Vote Ensemble -- Fractional Programming Weighted Decoding for Error-Correcting Output Codes -- Instance-Based Decompositions of Error Correcting Output Codes -- Pruning Bagging Ensembles with Metalearning -- Multi-label Selective Ensemble -- Supervised Selective Combination of Diverse Object-Representation Modalities for Regression Estimation -- Detecting Ordinal Class Structures -- Calibrating AdaBoost for Asymmetric Learning -- Building Classifier Ensembles Using Greedy Graph Edit Distance -- Measuring the Stability of Feature Selection with Applications to Ensemble Methods -- Suboptimal Graph Edit Distance Based on Sorted Local Assignments -- Multimodal PLSA for Movie Genre Classification -- One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time -- An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision Trees -- Decision Tree-Based Multiple Classifier Systems: An FPGA Perspective -- An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles -- Bio-Visual Fusion for Person Independent Recognition of Pain Intensity.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (x, 231 pages), illustrations
• Subjects: 006.3/1; Computer science; Machine learning -- Congresses; Neural networks (Computer science) -- Congresses; Pattern perception -- Congresses; Machine learning; Neural networks (Computer science); Pattern perception; Computer Science; Engineering & Applied Sciences; Computers -- Computer Vision & Pattern Recognition; Computers -- Computer Graphics; Computers -- System Administration -- Storage & Retrieval; Pattern recognition; Image processing; Information retrieval; Data mining; Optical pattern recognition; Computer vision; Information storage and retrieva; Computers -- Database Management -- Data Mining; Data mining; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319202488; 3319202480; 3319202472; 9783319202471
• Related ISBNs: 9783319202471
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed June 11, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.