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The Resource Multiple classifier systems : first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings, Josef Kittler, Fabio Roli (eds.)

Multiple classifier systems : first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings, Josef Kittler, Fabio Roli (eds.)

Label
Multiple classifier systems : first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings
Title
Multiple classifier systems
Title remainder
first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings
Statement of responsibility
Josef Kittler, Fabio Roli (eds.)
Title variation
MCS 2000
Contributor
Subject
Genre
Language
eng
Member of
Cataloging source
DLC
Dewey number
006.3/1
Illustrations
illustrations
Index
index present
LC call number
Q325.5
LC item number
.M84 2000
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1946-
  • 1962-
  • 2000
http://library.link/vocab/relatedWorkOrContributorName
  • Kittler, Josef
  • Roli, Fabio
  • MCS (Workshop)
Series statement
Lecture notes in computer science,
Series volume
1857
http://library.link/vocab/subjectName
  • Machine learning
  • Neural networks (Computer science)
  • Pattern perception
Label
Multiple classifier systems : first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings, Josef Kittler, Fabio Roli (eds.)
Instantiates
Publication
Note
Proceedings of the First International Workshop on Multiple Classifier Systems, June 21-23, 2000
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
Ensemble Methods in Machine Learning / T. G. Dietterich -- Experiments with Classifier Combining Rules / R. P. W. Duin and D. M. J. Tax -- The 'Test and Select' Approach to Ensemble Combination / A. J. C. Sharkey, N. E. Sharkey and U. Gerecke / [et al.] -- A Survey of Sequential Combination of Word Recognizers in Handwritten Phrase Recognition at CEDAR / S. Srihari -- Multiple Classifier Combination Methodologies for Different Output Levels / C. Y. Suen and L. Lam -- A Mathematically Rigorous Foundation for Supervised Learning / E. M. Kleinberg -- Classifier Combinations: Implementations and Theoretical Issues / L. Lam -- Some Results on Weakly Accurate Base Learners for Boosting Regression and Classification / W. Jiang -- Complexity of Classification Problems and Comparative Advantages of Combined Classifiers / T. K. Ho -- Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems / F. Masulli and G. Valentini -- Combining Fisher Linear Discriminants for Dissimilarity Representation / Elzbieta Pekalska, M. Skurichina and R. P. W. Duin -- A Learning Method of Feature Selection for Rough Classification / K. Takahashi and A. Sato -- Analysis of a Fusion Method for Combining Marginal Classifiers / M. D. Happel and P. Bock -- A Hybrid Projection Based and Radial Basis Function Architecture / S. Cohen and N. Intrator -- Combining Multiple Classifiers in Probabilistic Neural Networks / J. Grim, J. Kittler and P. Pudil / [et al.] -- Supervised Classifier Combination Through Generalized Additive Multi-model / C. Conversano, R. Siciliano and F. Mola -- Dynamic Classifier Selection / G. Giacinto and F. Roli -- Boosting in Linear Discriminant Analysis / M. Skurichina and R. P. W. Duin -- Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination / P. Latinne, O. Debeir and C. Decaestecker -- Applying Boosting to Similarity Literals for Time Series Classification / J. J. Rodriguez Diez and C. J. Alonso Gonzalez -- Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS / C. Furlanello and S. Merler -- A New Evaluation Method for Expert Combination in Multi-expert System Designing / S. Impedovo and A. Salzo -- Diversity Between Neural Networks and Decision Trees for Building Multiple Classifier Systems / W. Wang, P. Jones and D. Partridge -- Self-Organizing Decomposition of Functions in the Context of a Unified Framework for Multiple Classifier Systems / N. Griffith and D. Partridge -- Classifier Instability and Partitioning / T. Windeatt -- A Hierarchical Multiclassifier System for Hyperspectral Data Analysis / S. Kumar, J. Ghosh and M. Crawford -- Consensus Based Classification of Multisource Remote Sensing Data / J. A. Benediktsson and J. R. Sveinsson -- Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps / L. Bruzzone, R. Cossu and D. F. Prieto -- A Multiple Self-Organizing Map Scheme for Remote Sensing Classification / W. Wan and D. Fraser -- Use of Lexicon Density in Evaluating Word Recognizers / P. Slavik and V. Govindaraju -- A Multi-expert System for Dynamic Signature Verification / V. Di Lecce, G. Dimauro and A. Guerriero / [et al.] -- A Cascaded Multiple Expert System for Verification / L. P. Cordella, P. Foggia and C. Sansone / [et al.] -- Architecture for Classifier Combination Using Entropy Measures / K. Ianakiev and V. Govindaraju -- Combining Fingerprint Classifiers / R. Cappelli, D. Maio and D. Maltoni -- Statistical Sensor Calibration for Fusion of Different Classifiers in a Biometric Person Recognition Framework / B. Froba, C. Rothe and C. Kublbeck -- A Modular Neuro-fuzzy Network for Musical Instruments Classification / A. M. Fanelli, G. Castellano and C. A. Buscicchio -- Classifier Combination for Grammar-Guided Sentence Recognition / X. Jiang, K. Yu and H. Bunke -- Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers / I. Kumazawa
Control code
44467510
Dimensions
24 cm
Extent
xii, 404 pages
Isbn
9783540677048
Isbn Type
(softcover : alk. paper)
Lccn
00044679
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
Multiple classifier systems : first international workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000 : proceedings, Josef Kittler, Fabio Roli (eds.)
Publication
Note
Proceedings of the First International Workshop on Multiple Classifier Systems, June 21-23, 2000
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
Ensemble Methods in Machine Learning / T. G. Dietterich -- Experiments with Classifier Combining Rules / R. P. W. Duin and D. M. J. Tax -- The 'Test and Select' Approach to Ensemble Combination / A. J. C. Sharkey, N. E. Sharkey and U. Gerecke / [et al.] -- A Survey of Sequential Combination of Word Recognizers in Handwritten Phrase Recognition at CEDAR / S. Srihari -- Multiple Classifier Combination Methodologies for Different Output Levels / C. Y. Suen and L. Lam -- A Mathematically Rigorous Foundation for Supervised Learning / E. M. Kleinberg -- Classifier Combinations: Implementations and Theoretical Issues / L. Lam -- Some Results on Weakly Accurate Base Learners for Boosting Regression and Classification / W. Jiang -- Complexity of Classification Problems and Comparative Advantages of Combined Classifiers / T. K. Ho -- Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems / F. Masulli and G. Valentini -- Combining Fisher Linear Discriminants for Dissimilarity Representation / Elzbieta Pekalska, M. Skurichina and R. P. W. Duin -- A Learning Method of Feature Selection for Rough Classification / K. Takahashi and A. Sato -- Analysis of a Fusion Method for Combining Marginal Classifiers / M. D. Happel and P. Bock -- A Hybrid Projection Based and Radial Basis Function Architecture / S. Cohen and N. Intrator -- Combining Multiple Classifiers in Probabilistic Neural Networks / J. Grim, J. Kittler and P. Pudil / [et al.] -- Supervised Classifier Combination Through Generalized Additive Multi-model / C. Conversano, R. Siciliano and F. Mola -- Dynamic Classifier Selection / G. Giacinto and F. Roli -- Boosting in Linear Discriminant Analysis / M. Skurichina and R. P. W. Duin -- Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination / P. Latinne, O. Debeir and C. Decaestecker -- Applying Boosting to Similarity Literals for Time Series Classification / J. J. Rodriguez Diez and C. J. Alonso Gonzalez -- Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS / C. Furlanello and S. Merler -- A New Evaluation Method for Expert Combination in Multi-expert System Designing / S. Impedovo and A. Salzo -- Diversity Between Neural Networks and Decision Trees for Building Multiple Classifier Systems / W. Wang, P. Jones and D. Partridge -- Self-Organizing Decomposition of Functions in the Context of a Unified Framework for Multiple Classifier Systems / N. Griffith and D. Partridge -- Classifier Instability and Partitioning / T. Windeatt -- A Hierarchical Multiclassifier System for Hyperspectral Data Analysis / S. Kumar, J. Ghosh and M. Crawford -- Consensus Based Classification of Multisource Remote Sensing Data / J. A. Benediktsson and J. R. Sveinsson -- Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps / L. Bruzzone, R. Cossu and D. F. Prieto -- A Multiple Self-Organizing Map Scheme for Remote Sensing Classification / W. Wan and D. Fraser -- Use of Lexicon Density in Evaluating Word Recognizers / P. Slavik and V. Govindaraju -- A Multi-expert System for Dynamic Signature Verification / V. Di Lecce, G. Dimauro and A. Guerriero / [et al.] -- A Cascaded Multiple Expert System for Verification / L. P. Cordella, P. Foggia and C. Sansone / [et al.] -- Architecture for Classifier Combination Using Entropy Measures / K. Ianakiev and V. Govindaraju -- Combining Fingerprint Classifiers / R. Cappelli, D. Maio and D. Maltoni -- Statistical Sensor Calibration for Fusion of Different Classifiers in a Biometric Person Recognition Framework / B. Froba, C. Rothe and C. Kublbeck -- A Modular Neuro-fuzzy Network for Musical Instruments Classification / A. M. Fanelli, G. Castellano and C. A. Buscicchio -- Classifier Combination for Grammar-Guided Sentence Recognition / X. Jiang, K. Yu and H. Bunke -- Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers / I. Kumazawa
Control code
44467510
Dimensions
24 cm
Extent
xii, 404 pages
Isbn
9783540677048
Isbn Type
(softcover : alk. paper)
Lccn
00044679
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

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