The Resource Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000, Ramon López de Mántaras, Enric Plaza (eds.)

Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000, Ramon López de Mántaras, Enric Plaza (eds.)

Label
Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000
Title
Machine learning
Title remainder
ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000
Statement of responsibility
Ramon López de Mántaras, Enric Plaza (eds.)
Creator
Contributor
Subject
Genre
Language
eng
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
  • Q325.5
  • QA76
LC item number
  • .E85 2000
  • .L4 no.1810
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2000
http://bibfra.me/vocab/lite/meetingName
European Conference on Machine Learning
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1952-
http://library.link/vocab/relatedWorkOrContributorName
  • López de Mántaras, Ramon
  • Plaza, Enric
Series statement
  • Lecture notes in computer science,
  • Lecture notes in artificial intelligence
Series volume
1810.
http://library.link/vocab/subjectName
  • Machine learning
  • Machine learning
  • raisonnement base cas
  • réseau neuronal
  • apprentissage inductif
  • extraction donnée
  • programmation logique inductive
  • théorie découverte
  • inférence
  • apprentissage machine
  • Apprentissage automatique
  • Apprentissage automatique
  • Machine learning
  • Machine learning
  • Machine-learning
  • Leerpsychologie
  • Inteligencia artificial (computacao)
  • Algoritmos e estruturas de dados
  • Apprentissage automatique
  • Apprentissage automatique
  • Intelligence artificielle
Label
Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000, Ramon López de Mántaras, Enric Plaza (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
Beyond Occam's Razor: Process-Oriented Evaluation / Pedro Domingos -- The Representation Race -- Preprocessing for Handling Time Phenomena / Kathrina Morik -- Short-Term Profiling for a Case-Based Reasoning Recommendation System / Esma Aimeur and Mathieu Vezeau -- K-SVCR. A Multi-class Support Vector Machine / Cecilio Angulo and Andrew Catala -- Learning Trading Rules with Inductive Logic Programming / Liviu Badea -- Improving Knowledge Discovery Using Domain Knowledge in Unsupervised Learning / Javier Bejar -- Exploiting Classifier Combination for Early Melanoma Diagnosis Support / E. Blanzieri, C. Eccher and S. Forti / [et al.] -- A Comparison of Ranking Methods for Classification Algorithm Selection / Pavel B. Brazdil and Carlos Soares -- Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing / Laurent Brehelin, Olivier Gascuel and Gilles Caraux -- Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers / Tom Brijs, Gilbert Swinnen and Koen Vanhoof / [et al.] -- Wrapper Generation via Grammar Induction / Boris Chidlovskii, Jon Ragetli and Maarten de Rijke -- Diversity versus Quality in Classification Ensembles Based on Feature Selection / Padraig Cunningham and John Carney -- Minimum TD-Learning with Neural Nets in a Markov Game / Fredrik A. Dahl and Ole Martin Halck -- Boosting Applied to Word Sense Disambiguation / Gerard Escudero, Lluis Marquez and German Rigau -- A Multiple Model Cost-Sensitive Approach for Intrusion Detection / Wei Fan, Wenkee Lee and Salvatore J. Stolfo / [et al.] -- Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry / Katja Galbrich and Reza Nakhaeizadeh -- Investigation and Reduction of Discretization Variance in Decision Tree Induction / Pierre Geurts and Louis Wehenkel -- Asymmetric Co-evolution for Imperfect-Information Zero-Sum Games / Ole Martin Halck and Fredrik A. Dahl -- A Machine Learning Approach to Workflow Management / Joachim Herbst -- The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural Networks / Andrzej Izworski, Ryszard Tadeusiewicz and Andrzej Paslawski -- Complexity Approximation Principle and Rissanen's Approach to Real-Valued Parameters / Yuri Kalnishkan -- Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modeling / DaeEun Kim and Jaeho Lee -- Learning Context-Free Grammars with a Simplicity Bias / Pat Langley and Sean Stromsten -- Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme / Carsten Lanquillon -- Toward an Explanatory Similarity Measure for Nearest-Neighbor Classification / Mathieu Latourrette -- Relative Unsupervised Discretization for Regression Problems / Marcus-Christopher Ludl and Gerhard Widmer -- Metric-Based Inductive Learning Using Semantic Height Functions / Zdravko Markov and Ivo Marinchev -- Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive Partitioning / David McKoskey and Daniel Boley -- A Study on the Performance of Large Bayes Classifier / Dimitris Meretakis, Hongjun Lu and Beat Wuthrich -- Dynamic Discretization of Continuous Values from Time Series / Llanos Mora Lopez, Inmaculada Fortes Ruiz and Rafael Morales Bueno / [et al.] -- Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns / Emmanuel Morin and Emmanuelle Martienne -- Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy -- A Biological Case-Study / Stephen H. Muggleton, Christopher H. Bryant and Ashwin Srinivasan -- Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm / Filippo Neri -- Learning Patterns of Behavior by Observing System Events / Marlon Nunez -- Dimensionality Reduction through Sub-space Mapping for Nearest Neighbour Algorithms / Terry R. Payne and Peter Edwards -- Nonparametric Regularization of Decision Trees / Tobias Scheffer -- An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners / Barry Smyth and Elizabeth McKenna -- Layered Learning / Peter Stone and Manuela Veloso -- Problem Decomposition for Behavioural Cloning / Dorian Suc and Ivan Bratko -- Dynamic Feature Selection in Incremental Hierarchical Clustering / Luis Talavera -- On the Boosting Pruning Problem / Christino Tamon and Jie Xiang -- An Empirical Study of MetaCost Using Boosting Algorithms / Kai Ming Ting -- Clustered Partial Linear Regression / Luis Torgo and Joaquim Pinto da Costa -- Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices / Kitsana Waiyamai and Lotfi Lakhal -- Some Improvements on Event-Sequence Temporal Region Methods / Wei Zhang
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 460 pages
Isbn
9783540676027
Lccn
00040012
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)44046957
  • (OCoLC)ocm44046957
Label
Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000, Ramon López de Mántaras, Enric Plaza (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
Beyond Occam's Razor: Process-Oriented Evaluation / Pedro Domingos -- The Representation Race -- Preprocessing for Handling Time Phenomena / Kathrina Morik -- Short-Term Profiling for a Case-Based Reasoning Recommendation System / Esma Aimeur and Mathieu Vezeau -- K-SVCR. A Multi-class Support Vector Machine / Cecilio Angulo and Andrew Catala -- Learning Trading Rules with Inductive Logic Programming / Liviu Badea -- Improving Knowledge Discovery Using Domain Knowledge in Unsupervised Learning / Javier Bejar -- Exploiting Classifier Combination for Early Melanoma Diagnosis Support / E. Blanzieri, C. Eccher and S. Forti / [et al.] -- A Comparison of Ranking Methods for Classification Algorithm Selection / Pavel B. Brazdil and Carlos Soares -- Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing / Laurent Brehelin, Olivier Gascuel and Gilles Caraux -- Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers / Tom Brijs, Gilbert Swinnen and Koen Vanhoof / [et al.] -- Wrapper Generation via Grammar Induction / Boris Chidlovskii, Jon Ragetli and Maarten de Rijke -- Diversity versus Quality in Classification Ensembles Based on Feature Selection / Padraig Cunningham and John Carney -- Minimum TD-Learning with Neural Nets in a Markov Game / Fredrik A. Dahl and Ole Martin Halck -- Boosting Applied to Word Sense Disambiguation / Gerard Escudero, Lluis Marquez and German Rigau -- A Multiple Model Cost-Sensitive Approach for Intrusion Detection / Wei Fan, Wenkee Lee and Salvatore J. Stolfo / [et al.] -- Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry / Katja Galbrich and Reza Nakhaeizadeh -- Investigation and Reduction of Discretization Variance in Decision Tree Induction / Pierre Geurts and Louis Wehenkel -- Asymmetric Co-evolution for Imperfect-Information Zero-Sum Games / Ole Martin Halck and Fredrik A. Dahl -- A Machine Learning Approach to Workflow Management / Joachim Herbst -- The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural Networks / Andrzej Izworski, Ryszard Tadeusiewicz and Andrzej Paslawski -- Complexity Approximation Principle and Rissanen's Approach to Real-Valued Parameters / Yuri Kalnishkan -- Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modeling / DaeEun Kim and Jaeho Lee -- Learning Context-Free Grammars with a Simplicity Bias / Pat Langley and Sean Stromsten -- Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme / Carsten Lanquillon -- Toward an Explanatory Similarity Measure for Nearest-Neighbor Classification / Mathieu Latourrette -- Relative Unsupervised Discretization for Regression Problems / Marcus-Christopher Ludl and Gerhard Widmer -- Metric-Based Inductive Learning Using Semantic Height Functions / Zdravko Markov and Ivo Marinchev -- Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive Partitioning / David McKoskey and Daniel Boley -- A Study on the Performance of Large Bayes Classifier / Dimitris Meretakis, Hongjun Lu and Beat Wuthrich -- Dynamic Discretization of Continuous Values from Time Series / Llanos Mora Lopez, Inmaculada Fortes Ruiz and Rafael Morales Bueno / [et al.] -- Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns / Emmanuel Morin and Emmanuelle Martienne -- Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy -- A Biological Case-Study / Stephen H. Muggleton, Christopher H. Bryant and Ashwin Srinivasan -- Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm / Filippo Neri -- Learning Patterns of Behavior by Observing System Events / Marlon Nunez -- Dimensionality Reduction through Sub-space Mapping for Nearest Neighbour Algorithms / Terry R. Payne and Peter Edwards -- Nonparametric Regularization of Decision Trees / Tobias Scheffer -- An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners / Barry Smyth and Elizabeth McKenna -- Layered Learning / Peter Stone and Manuela Veloso -- Problem Decomposition for Behavioural Cloning / Dorian Suc and Ivan Bratko -- Dynamic Feature Selection in Incremental Hierarchical Clustering / Luis Talavera -- On the Boosting Pruning Problem / Christino Tamon and Jie Xiang -- An Empirical Study of MetaCost Using Boosting Algorithms / Kai Ming Ting -- Clustered Partial Linear Regression / Luis Torgo and Joaquim Pinto da Costa -- Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices / Kitsana Waiyamai and Lotfi Lakhal -- Some Improvements on Event-Sequence Temporal Region Methods / Wei Zhang
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 460 pages
Isbn
9783540676027
Lccn
00040012
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)44046957
  • (OCoLC)ocm44046957

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...