The Resource Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings, Frank Hoffmann [and others] (eds.)

Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings, Frank Hoffmann [and others] (eds.)

Label
Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings
Title
Advances in intelligent data analysis
Title remainder
4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings
Statement of responsibility
Frank Hoffmann [and others] (eds.)
Creator
Contributor
Subject
Genre
Language
eng
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA276.A1
LC item number
I28 2001
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2001
http://bibfra.me/vocab/lite/meetingName
International Symposium on Intelligent Data Analysis
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1964-
http://library.link/vocab/relatedWorkOrContributorName
Hoffmann, Frank
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Mathematical statistics
  • Expert systems (Computer science)
  • réseau bayésien
  • règle association
  • groupage
  • extraction information
  • modèle markovien
  • donnée plurivalente
  • théorie découverte
  • extraction donnée
  • visualisation donnée
  • algorithme apprentissage
  • système intelligent
  • analyse donnée
  • Statistique mathématique
  • Statistique mathématique
  • Systèmes experts (Informatique)
  • Expert systems (Computer science)
  • Mathematical statistics
  • Mathematical statistics
  • Data-analyse
  • Kunstmatige intelligentie
  • Datenanalyse
  • Analyse des données
  • Statistique mathématique
  • Systèmes experts (informatique)
  • Datenanalyse
  • Kongress
Label
Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings, Frank Hoffmann [and others] (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
Feature Characterization in Scientific Datasets / Elizabeth Bradley, Nancy Collins and W. Philip Kegelmeyer -- Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation / Luis M. de Campos, Juan M. Fernandez-Luna and Juan F. Huete -- Generating Fuzzy Summaries from Fuzzy Multidimensional Databases / Anne Laurent -- A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets / Andrew Estabrooks and Nathalie Japkowicz -- Predicting Time-Varying Functions with Local Models / Achim Lewandowski and Peter Protzel -- Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering -- A Preliminary Study / Cen Li, Gautam Biswas and Mike Dale / [et al.] -- Tagging with Small Training Corpora / Nuno C. Marques and Gabriel Pereira Lopes -- A Search Engine for Morphologically Complex Languages / Udo Hahn, Martin Honeck and Stefan Schulz -- Errors Detection and Correction in Large Scale Data Collecting / Renato Bruns and Antonio Sassano -- A New Framework to Assess Association Rules / Fernando Berzal, Ignacio Blanco and Daniel Sanchez / [et al.] -- Communities of Interest / Corinna Cortes, Daryl Pregibon and Chris Colinsky -- An Evaluation of Grading Classifiers / Alexander K. Seewald and Johannes Furnkranz -- Finding Informative Rules in Interval Sequences / Frank Hoppner and Frank Klawonn -- Correlation-Based and Contextual Merit-Based Ensemble Feature Selection / Seppo Puuronen, Alexy Tsymbal and Iryna Skrypnyk -- Nonmetric Multidimensional Scaling with Neural Networks / Michiel C. van Wezel, Walter A. Kosters and Peter van der Putten / [et al.] -- Functional Trees for Regression / Joao Gama -- Data Mining with Products of Trees / Jose Tome A. S. Ferreira, David G. T. Denison and David J. Hand -- S[superscript 3] Bagging: Fast Classifier Induction Method with Subsampling and Bagging / Masahiro Terabe, Takashi Washio and Hiroshi Motoda -- RNA-Sequence-Structure Properties and Selenocysteine Insertion / Rolf Backofen -- An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes / Paul Cohen and Niall Adams -- An Empirical Comparison of Pruning Methods for Ensemble Classifiers / Terry Windeatt and Gholamreza Ardeshir -- A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis / Paul Kellam, Xiaohut Liu and Nigel Martin / [et al.] -- Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging / Jose L. Trivino-Rodriguez and Rafael Morales-Bueno -- Self-Supervised Chinese Word Segmentation / Fuchun Peng and Dale Schuurmans -- Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules / Syed Sibte Raza Abidi, Kok Meng Hoe and Alwyn Goh -- Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables / Ryohei Nakano and Kazumi Saito -- Fluent Learning: Elucidating the Structure of Episodes / Paul R. Cohen -- An Intelligent Decision Support Model for Aviation Weather Forcasting / Sergio Viademonte and Frada Burstein -- MAMBO: Discovering Association Rules Based on Conditional Independencies / Robert Castelo, Ad Feelders and Arno Siebes -- Model Building for Random Fields / R. H. Glendinning -- Active Hidden Markov Models for Information Extraction / Tobias Scheffer, Christian Decomain and Stefan Wrobel -- Adaptive Lightweight Text Filtering / Gabriel L. Somlo and Adele E. Howe -- A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks / Zhang Hongwei, Tian Fengzhan and Lu Yuchang -- Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks / Dave Yearling and David J. Hand -- Closed Set Based Discovery of Representative Association Rules / Marzena Kryszkiewicz -- Intelligent Sensor Analysis and Actuator Control / Matthew Easley and Elizabeth Bradley -- Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery / Grace W. Rumantir and Chris S. Wallace -- The IDA'01 Robot Data Challenge / Paul Cohen, Niall Adams and David J. Hand
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 384 pages
Isbn
9783540425816
Lccn
2001053289
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)47927775
  • (OCoLC)ocm47927775
Label
Advances in intelligent data analysis : 4th international conference, IDA 2001, Cascais, Portugal, September 13-15, 2001 : proceedings, Frank Hoffmann [and others] (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
Feature Characterization in Scientific Datasets / Elizabeth Bradley, Nancy Collins and W. Philip Kegelmeyer -- Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation / Luis M. de Campos, Juan M. Fernandez-Luna and Juan F. Huete -- Generating Fuzzy Summaries from Fuzzy Multidimensional Databases / Anne Laurent -- A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets / Andrew Estabrooks and Nathalie Japkowicz -- Predicting Time-Varying Functions with Local Models / Achim Lewandowski and Peter Protzel -- Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering -- A Preliminary Study / Cen Li, Gautam Biswas and Mike Dale / [et al.] -- Tagging with Small Training Corpora / Nuno C. Marques and Gabriel Pereira Lopes -- A Search Engine for Morphologically Complex Languages / Udo Hahn, Martin Honeck and Stefan Schulz -- Errors Detection and Correction in Large Scale Data Collecting / Renato Bruns and Antonio Sassano -- A New Framework to Assess Association Rules / Fernando Berzal, Ignacio Blanco and Daniel Sanchez / [et al.] -- Communities of Interest / Corinna Cortes, Daryl Pregibon and Chris Colinsky -- An Evaluation of Grading Classifiers / Alexander K. Seewald and Johannes Furnkranz -- Finding Informative Rules in Interval Sequences / Frank Hoppner and Frank Klawonn -- Correlation-Based and Contextual Merit-Based Ensemble Feature Selection / Seppo Puuronen, Alexy Tsymbal and Iryna Skrypnyk -- Nonmetric Multidimensional Scaling with Neural Networks / Michiel C. van Wezel, Walter A. Kosters and Peter van der Putten / [et al.] -- Functional Trees for Regression / Joao Gama -- Data Mining with Products of Trees / Jose Tome A. S. Ferreira, David G. T. Denison and David J. Hand -- S[superscript 3] Bagging: Fast Classifier Induction Method with Subsampling and Bagging / Masahiro Terabe, Takashi Washio and Hiroshi Motoda -- RNA-Sequence-Structure Properties and Selenocysteine Insertion / Rolf Backofen -- An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes / Paul Cohen and Niall Adams -- An Empirical Comparison of Pruning Methods for Ensemble Classifiers / Terry Windeatt and Gholamreza Ardeshir -- A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis / Paul Kellam, Xiaohut Liu and Nigel Martin / [et al.] -- Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging / Jose L. Trivino-Rodriguez and Rafael Morales-Bueno -- Self-Supervised Chinese Word Segmentation / Fuchun Peng and Dale Schuurmans -- Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules / Syed Sibte Raza Abidi, Kok Meng Hoe and Alwyn Goh -- Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables / Ryohei Nakano and Kazumi Saito -- Fluent Learning: Elucidating the Structure of Episodes / Paul R. Cohen -- An Intelligent Decision Support Model for Aviation Weather Forcasting / Sergio Viademonte and Frada Burstein -- MAMBO: Discovering Association Rules Based on Conditional Independencies / Robert Castelo, Ad Feelders and Arno Siebes -- Model Building for Random Fields / R. H. Glendinning -- Active Hidden Markov Models for Information Extraction / Tobias Scheffer, Christian Decomain and Stefan Wrobel -- Adaptive Lightweight Text Filtering / Gabriel L. Somlo and Adele E. Howe -- A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks / Zhang Hongwei, Tian Fengzhan and Lu Yuchang -- Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks / Dave Yearling and David J. Hand -- Closed Set Based Discovery of Representative Association Rules / Marzena Kryszkiewicz -- Intelligent Sensor Analysis and Actuator Control / Matthew Easley and Elizabeth Bradley -- Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery / Grace W. Rumantir and Chris S. Wallace -- The IDA'01 Robot Data Challenge / Paul Cohen, Niall Adams and David J. Hand
Dimensions
24 cm.
Dimensions
unknown
Extent
xii, 384 pages
Isbn
9783540425816
Lccn
2001053289
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Specific material designation
remote
System control number
  • (OCoLC)47927775
  • (OCoLC)ocm47927775

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