Coverart for item
The Resource Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers, Zbigniew W. Raś, Shusaku Tsumoto, Djamel Zighed (eds.)

Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers, Zbigniew W. Raś, Shusaku Tsumoto, Djamel Zighed (eds.)

Label
Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers
Title
Mining complex data
Title remainder
ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers
Statement of responsibility
Zbigniew W. Raś, Shusaku Tsumoto, Djamel Zighed (eds.)
Title variation
  • ECML/PKDD 2007
  • MCD 2007
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007. The 20 revised full papers presented were carefully reviewed and selected; they present original results on knowledge discovery from complex data. In contrast to the typical tabular data, complex data can consist of heterogenous data types, can come from different sources, or live in high dimensional spaces. All these specificities call for new data mining strategies
Member of
Cataloging source
GW5XE
Dewey number
004
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2007
http://bibfra.me/vocab/lite/meetingName
MCD 2007
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QA 76.9.D343
http://library.link/vocab/relatedWorkOrContributorDate
  • 1963-
  • 1955-
  • 2007
http://library.link/vocab/relatedWorkOrContributorName
  • Raś, Zbigniew
  • Tsumoto, Shusaku
  • Zighed, Djamel A.
  • ECML PKDD (Conference)
Series statement
  • Lecture notes in computer science,
  • Lecture notes in artificial intelligence
  • LNCS sublibrary. SL 7, Artificial intelligence
Series volume
4944.
http://library.link/vocab/subjectName
  • Data mining
  • Database searching
  • Machine learning
  • Data Mining
  • Information Storage and Retrieval
  • Artificial Intelligence
  • Informatique
  • Data mining
  • Database searching
  • Machine learning
Label
Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers, Zbigniew W. Raś, Shusaku Tsumoto, Djamel Zighed (eds.)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Session A1 -- Using Text Mining and Link Analysis for Software Mining -- Generalization-Based Similarity for Conceptual Clustering -- Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining -- Session A2 -- Conceptual Clustering Applied to Ontologies -- Feature Selection: Near Set Approach -- Evaluating Accuracies of a Trading Rule Mining Method Based on Temporal Pattern Extraction -- Session A3 -- Discovering Word Meanings Based on Frequent Termsets -- Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds -- Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing -- Session A4 -- Contextual Adaptive Clustering of Web and Text Documents with Personalization -- Improving Boosting by Exploiting Former Assumptions -- Discovery of Frequent Graph Patterns that Consist of the Vertices with the Complex Structures -- Session B1 -- Finding Composite Episodes -- Ordinal Classification with Decision Rules -- Data Mining of Multi-categorized Data -- ARAS: Action Rules Discovery Based on Agglomerative Strategy -- Session B2 -- Learning to Order: A Relational Approach -- Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System -- Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data -- POM Centric Multi-aspect Data Analysis for Investigating Human Problem Solving Function
Control code
272309738
Extent
1 online resource (x, 264 pages)
Form of item
online
Isbn
9783540684169
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)272309738
Label
Mining complex data : ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers, Zbigniew W. Raś, Shusaku Tsumoto, Djamel Zighed (eds.)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Session A1 -- Using Text Mining and Link Analysis for Software Mining -- Generalization-Based Similarity for Conceptual Clustering -- Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining -- Session A2 -- Conceptual Clustering Applied to Ontologies -- Feature Selection: Near Set Approach -- Evaluating Accuracies of a Trading Rule Mining Method Based on Temporal Pattern Extraction -- Session A3 -- Discovering Word Meanings Based on Frequent Termsets -- Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds -- Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing -- Session A4 -- Contextual Adaptive Clustering of Web and Text Documents with Personalization -- Improving Boosting by Exploiting Former Assumptions -- Discovery of Frequent Graph Patterns that Consist of the Vertices with the Complex Structures -- Session B1 -- Finding Composite Episodes -- Ordinal Classification with Decision Rules -- Data Mining of Multi-categorized Data -- ARAS: Action Rules Discovery Based on Agglomerative Strategy -- Session B2 -- Learning to Order: A Relational Approach -- Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System -- Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data -- POM Centric Multi-aspect Data Analysis for Investigating Human Problem Solving Function
Control code
272309738
Extent
1 online resource (x, 264 pages)
Form of item
online
Isbn
9783540684169
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)272309738

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