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.)
Contributor
Subject
Genre
Language
eng
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
  • Q325.5
  • QA75.5
LC item number
  • .M84 2000
  • .L43 v.1857
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)
http://library.link/vocab/subjectName
  • Machine learning
  • Neural networks (Computer science)
  • Pattern perception
  • reconnaissance forme
  • système expert
  • algorithmique
  • réseau neuronal
  • télédétection
  • analyse document
  • analyse donnée
  • apprentissage machine
  • classification multicritère
  • Apprentissage automatique
  • Réseaux neuronaux (Informatique)
  • Perception des structures
  • Machine learning
  • Neural networks (Computer science)
  • Pattern perception
  • Classificatietheorie
  • Apprentissage automatique
  • Réseaux neuronaux (informatique)
  • Automatische Klassifikation
  • Bildanalyse
  • Dokumentanalyse
  • Fernerkundung
  • Klassifikator (Informatik)
  • Kongress
  • Maschinelles Lernen
  • Neuronales Netz
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
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 404 pages
Isbn
9783540677048
Lccn
00044679
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)44467510
  • (OCoLC)ocm44467510
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
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 404 pages
Isbn
9783540677048
Lccn
00044679
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)44467510
  • (OCoLC)ocm44467510

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