Coverart for item
The Resource Multiple classifier systems : Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings, Josef Kittler, Fabio Roli (eds.)

Multiple classifier systems : Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings, Josef Kittler, Fabio Roli (eds.)

Label
Multiple classifier systems : Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings
Title
Multiple classifier systems
Title remainder
Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings
Statement of responsibility
Josef Kittler, Fabio Roli (eds.)
Title variation
MCS 2001
Creator
Contributor
Subject
Genre
Language
eng
Member of
Additional physical form
Also available via the World Wide Web.
Cataloging source
DLC
Dewey number
006.3/1
Illustrations
illustrations
Index
index present
LC call number
Q325.5
LC item number
.M843 2001
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2001
http://bibfra.me/vocab/lite/meetingName
MCS (Workshop)
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1946-
  • 1962-
http://library.link/vocab/relatedWorkOrContributorName
  • Kittler, Josef
  • Roli, Fabio
Series statement
Lecture notes in computer science,
Series volume
2096
http://library.link/vocab/subjectName
  • Machine learning
  • Neural networks (Computer science)
  • Pattern perception
Label
Multiple classifier systems : Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings, Josef Kittler, Fabio Roli (eds.)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Bagging and the Random Subspace Method for Redundant Feature Spaces / M. Skurichina and R. P. W. Duin -- Performance Degradation in Boosting / J. Wickramaratna, S. Holden and B. Buxton -- A Generalized Class of Boosting Algorithms Based on Recursive Decoding Models / E. Tapia, J. C. Gonzalez and J. Villena -- Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis / S. Merler, C. Furlanello and B. Larcher / [et al.] -- Learning Classification RBF Networks by Boosting / J. J. Rodriguez Diez and C. J. Alonso Gonzalez -- Data Complexity Analysis for Classifier Combination / T. K. Ho -- Genetic Programming for Improved Receiver Operating Characteristics / W. B. Langdon and B. F. Buxton -- Methods for Designing Multiple Classifier Systems / F. Roli, G. Giacinto and G. Vernazza -- Decision-Level Fusion in Fingerprint Verification / S. Prabhakar and A. K. Jain -- Genetic Algorithms for Multi-classifier System Configuration: A Case Study in Character Recognition / K. Sirlantzis, M. C. Fairhurst and M. S. Hoque -- Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method' / J. Dahmen, D. Keysers and H. Ney -- Averaging Weak Classifiers / D. Chen and J. Liu -- Mixing a Symbolic and a Subsymbolic Expert to Improve Carcinogenicity Prediction of Aromatic Compounds / G. Gini, M. Lorenzini and E. Benfenati / [et al.] -- Multiple Classifier Systems Based on Interpretable Linear Classifiers / D. J. Hand, N. M. Adams and M. G. Kelly -- Least Squares and Estimation Measures via Error Correcting Output Code / R. Ghaderi and T. Windeatt -- Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis / F. Masulli and G. Valentini -- Information Analysis of Multiple Classifier Fusion / J. Grim, J. Kittler and P. Pudil / [et al.] -- Limiting the Number of Trees in Random Forests / P. Latinne, O. Debeir and C. Decaestecker -- Learning-Data Selection Mechanism through Neural Networks Ensemble / P. Hartono and S. Hashimoto -- A Multi-SVM Classification System / D. S. Frossyniotis and A. Stafylopatis -- Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System / P. Foggia, C. Sansone and F. Tortorella / [et al.] -- Feature Weighted Ensemble Classifiers -- A Modified Decision Scheme / T. M. Jorgensen and C. Linneberg -- Feature Subsets for Classifier Combination: An Enumerative Experiment / L. I. Kuncheva and C. J. Whitaker -- Input Decimation Ensembles: Decorrelating through Dimensionality Reduction / N. C. Oza and K. Tumer -- Classifier Combination as a Tomographic Process / D. Windridge and J. Kittler -- A Robust Multiple Classifier System for a Partially Unsuprevised Updating of Land-Cover Maps / L. Bruzzone and R. Cossu -- Combining Supervised Remote Sensing Image Classifiers Based on Individual Class Performances / P. C. Smits -- Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data / G. J. Briem, J. A. Benediktsson and J. R. Sveinsson -- Solar Wind Data Analysis Using Self-Organizing Hierarchical Neural Network Classifiers / S. A. Dolenko, Y. V. Orlov and I. G. Persiantsev / [et al.] -- Combining One-Class Classifiers / D. M. J. Tax and R. P. W. Duin -- Finding Consistent Clusters in Data Partitions / A. Fred -- A Self-Organising Approach to Multiple Classifier Fusion / S. P. Luttrell -- Error Rejection in Linearly Combined Multiple Classifiers / G. Fumera and F. Roli -- Relationship of Sum and Vote Fusion Strategies / J. Kittler and F. M. Alkoot -- Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation / L. I. Kuncheua, F. Roli and G. L. Marcialis / [et al.] -- On Combining Dissimilarity Representations / E. Pekalska and R. P. W. Duin -- Application of Multiple Classifier Techniques to Subband Speaker Identification with an HMM/ANN System / J. E. Higgins, T. J. Dodd and R. I. Damper -- Classification of Time Series Utilizing Temporal and Decision Fusion / C. Dietrich, F. Schwenker and G. Palm -- Use of Positional Information in Sequence Alignment for Multiple Classifier Combination / U.-V. Marti and H. Bunke -- Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting / D. Ruta and B. Gabrys -- Tree Structure Support Vector Machines for Multi-class Pattern Recognition / F. Schwenker and G. Palm -- On the Combination of Different Template Matching Strategies for Fast Face Detection / B. Froba and W. Zink -- Improving Product by Moderating k-NN Classifiers / F. M. Alkoot and J. Kittler -- Automatic Model Selection in a Hybrid Perceptron/Radial Network / S. Cohen and N. Intrator
Control code
47140873
Dimensions
24 cm
Dimensions
unknown
Extent
xii, 456 pages
Isbn
9783540422846
Isbn Type
(pbk. : alk. paper)
Lccn
2001042065
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Sound
unknown sound
Specific material designation
remote
Label
Multiple classifier systems : Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings, Josef Kittler, Fabio Roli (eds.)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Bagging and the Random Subspace Method for Redundant Feature Spaces / M. Skurichina and R. P. W. Duin -- Performance Degradation in Boosting / J. Wickramaratna, S. Holden and B. Buxton -- A Generalized Class of Boosting Algorithms Based on Recursive Decoding Models / E. Tapia, J. C. Gonzalez and J. Villena -- Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis / S. Merler, C. Furlanello and B. Larcher / [et al.] -- Learning Classification RBF Networks by Boosting / J. J. Rodriguez Diez and C. J. Alonso Gonzalez -- Data Complexity Analysis for Classifier Combination / T. K. Ho -- Genetic Programming for Improved Receiver Operating Characteristics / W. B. Langdon and B. F. Buxton -- Methods for Designing Multiple Classifier Systems / F. Roli, G. Giacinto and G. Vernazza -- Decision-Level Fusion in Fingerprint Verification / S. Prabhakar and A. K. Jain -- Genetic Algorithms for Multi-classifier System Configuration: A Case Study in Character Recognition / K. Sirlantzis, M. C. Fairhurst and M. S. Hoque -- Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method' / J. Dahmen, D. Keysers and H. Ney -- Averaging Weak Classifiers / D. Chen and J. Liu -- Mixing a Symbolic and a Subsymbolic Expert to Improve Carcinogenicity Prediction of Aromatic Compounds / G. Gini, M. Lorenzini and E. Benfenati / [et al.] -- Multiple Classifier Systems Based on Interpretable Linear Classifiers / D. J. Hand, N. M. Adams and M. G. Kelly -- Least Squares and Estimation Measures via Error Correcting Output Code / R. Ghaderi and T. Windeatt -- Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis / F. Masulli and G. Valentini -- Information Analysis of Multiple Classifier Fusion / J. Grim, J. Kittler and P. Pudil / [et al.] -- Limiting the Number of Trees in Random Forests / P. Latinne, O. Debeir and C. Decaestecker -- Learning-Data Selection Mechanism through Neural Networks Ensemble / P. Hartono and S. Hashimoto -- A Multi-SVM Classification System / D. S. Frossyniotis and A. Stafylopatis -- Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System / P. Foggia, C. Sansone and F. Tortorella / [et al.] -- Feature Weighted Ensemble Classifiers -- A Modified Decision Scheme / T. M. Jorgensen and C. Linneberg -- Feature Subsets for Classifier Combination: An Enumerative Experiment / L. I. Kuncheva and C. J. Whitaker -- Input Decimation Ensembles: Decorrelating through Dimensionality Reduction / N. C. Oza and K. Tumer -- Classifier Combination as a Tomographic Process / D. Windridge and J. Kittler -- A Robust Multiple Classifier System for a Partially Unsuprevised Updating of Land-Cover Maps / L. Bruzzone and R. Cossu -- Combining Supervised Remote Sensing Image Classifiers Based on Individual Class Performances / P. C. Smits -- Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data / G. J. Briem, J. A. Benediktsson and J. R. Sveinsson -- Solar Wind Data Analysis Using Self-Organizing Hierarchical Neural Network Classifiers / S. A. Dolenko, Y. V. Orlov and I. G. Persiantsev / [et al.] -- Combining One-Class Classifiers / D. M. J. Tax and R. P. W. Duin -- Finding Consistent Clusters in Data Partitions / A. Fred -- A Self-Organising Approach to Multiple Classifier Fusion / S. P. Luttrell -- Error Rejection in Linearly Combined Multiple Classifiers / G. Fumera and F. Roli -- Relationship of Sum and Vote Fusion Strategies / J. Kittler and F. M. Alkoot -- Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation / L. I. Kuncheua, F. Roli and G. L. Marcialis / [et al.] -- On Combining Dissimilarity Representations / E. Pekalska and R. P. W. Duin -- Application of Multiple Classifier Techniques to Subband Speaker Identification with an HMM/ANN System / J. E. Higgins, T. J. Dodd and R. I. Damper -- Classification of Time Series Utilizing Temporal and Decision Fusion / C. Dietrich, F. Schwenker and G. Palm -- Use of Positional Information in Sequence Alignment for Multiple Classifier Combination / U.-V. Marti and H. Bunke -- Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting / D. Ruta and B. Gabrys -- Tree Structure Support Vector Machines for Multi-class Pattern Recognition / F. Schwenker and G. Palm -- On the Combination of Different Template Matching Strategies for Fast Face Detection / B. Froba and W. Zink -- Improving Product by Moderating k-NN Classifiers / F. M. Alkoot and J. Kittler -- Automatic Model Selection in a Hybrid Perceptron/Radial Network / S. Cohen and N. Intrator
Control code
47140873
Dimensions
24 cm
Dimensions
unknown
Extent
xii, 456 pages
Isbn
9783540422846
Isbn Type
(pbk. : alk. paper)
Lccn
2001042065
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Sound
unknown sound
Specific material designation
remote

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