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

Published Berlin ; London : Springer, [2000] ©2000

Copies

Location	Call no.	Vol.	Availability
W'PONDS	006.31 Int/Iwo 2000		AVAILABLE

Description xii, 404 pages : illustrations ; 24 cm Series Lecture notes in computer science, 0302-9743 ; 1857 Lecture notes in computer science ; 1857 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 Notes Proceedings of the First International Workshop on Multiple Classifier Systems, June 21-23, 2000 Bibliography Includes bibliographical references and index Notes Also available in print Mode of access: World Wide Web Subject Machine learning -- Congresses. Neural networks (Computer science) -- Congresses. Pattern perception -- Congresses. Genre/Form Conference papers and proceedings. Author Kittler, Josef, 1946- Roli, Fabio, 1962- MCS (Workshop) (1st : 2000 : Cagliari, Italy) LC no. 00044679 ISBN 3540677046 (paperback)

  Permalink