New frontiers in applied data mining : PAKDD 2009 international workshops, Bangkok, Thailand, April 27-30, 2009 : revised selected papers /
New frontiers in applied data mining : PAKDD 2009 international workshops, Bangkok, Thailand, April 27-30, 2009 : revised selected papers /
PAKDD 2009 international workshops
Thanaruk Theeramunkong [and others] (eds.).
- Berlin : Springer, 2010.
- 1 online resource (xiv, 167 pages) : illustrations
- Lecture notes in computer science, Lecture notes in artificial intelligence 5669. 0302-9743 ; LNCS sublibrary. SL 7, Artificial intelligence .
- Lecture notes in computer science ; 5669. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. SL 7, Artificial intelligence. .
Includes bibliographical references and index.
The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms -- CODE: A Data Complexity Framework for Imbalanced Datasets -- An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data -- Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains -- Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams -- Two Measures of Objective Novelty in Association Rule Mining -- PAKDD Data Mining Competition 2009: New Ways of Using Known Methods -- Feature Selection for Brain-Computer Interfaces -- Mining Protein Interactions from Text Using Convolution Kernels -- Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables -- Automatic Extraction of Thai-English Term Translations and Synonyms from Medical Web using Iterative Candidate Generation with Association Measures -- Accurate Subsequence Matching on Data Stream under Time Warping Distance.
Annotation This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
9783642146404 3642146406
10.1007/978-3-642-14640-4 doi
978-3-642-14639-8 Springer http://www.springerlink.com
Database management--Congresses.
Database searching--Congresses.
Data mining--Congresses.
Data mining.
Data Mining
Database Management Systems
Information Storage and Retrieval
Bases de données--Gestion--Congrès.
Bases de données--Interrogation--Congrès.
Exploration de données (Informatique)--Congrès.
Exploration de données (Informatique)
Informatique.
Data mining
Database management
Database searching
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
QA76.9.D3 / P33 2010
005.74
QA 76.9.D3
Includes bibliographical references and index.
The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms -- CODE: A Data Complexity Framework for Imbalanced Datasets -- An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data -- Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains -- Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams -- Two Measures of Objective Novelty in Association Rule Mining -- PAKDD Data Mining Competition 2009: New Ways of Using Known Methods -- Feature Selection for Brain-Computer Interfaces -- Mining Protein Interactions from Text Using Convolution Kernels -- Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables -- Automatic Extraction of Thai-English Term Translations and Synonyms from Medical Web using Iterative Candidate Generation with Association Measures -- Accurate Subsequence Matching on Data Stream under Time Warping Distance.
Annotation This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
9783642146404 3642146406
10.1007/978-3-642-14640-4 doi
978-3-642-14639-8 Springer http://www.springerlink.com
Database management--Congresses.
Database searching--Congresses.
Data mining--Congresses.
Data mining.
Data Mining
Database Management Systems
Information Storage and Retrieval
Bases de données--Gestion--Congrès.
Bases de données--Interrogation--Congrès.
Exploration de données (Informatique)--Congrès.
Exploration de données (Informatique)
Informatique.
Data mining
Database management
Database searching
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
QA76.9.D3 / P33 2010
005.74
QA 76.9.D3