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111 2 a| Industrial Conference on Data Miningn| (11th :d| 2011 :c| New York, N.Y.)?| UNAUTHORIZED;

245 10 a| Advances in data miningh| [electronic resource] :b| applications and theoretical aspects : 11th industrial conference, ICDM 2011, New York, NY, August 30-September 3, 2011 : proceedings /c| Petra Perner (ed.).;

246 13 a| ICDM 2011;

260 a| Heidelberg ;a| New York :b| Springer,;

300 a| xi, 328 p. :b| ill. ;c| 24 cm.;

490 1 a| Lecture notes in computer science ;v| 6870a| Lecture notes in artificial intelligence;

490 1 a| LNCS sublibrary. SL 7, Artificial intelligence;

504 a| Includes bibliographical references and index.;

505 00 t| Improvements over adaptive local hyperplane to achieve better classification /r| Hongmin Cai --t| Prognostic models based on linear separability /r| Leon Bobrowski --t| One class classification for anomaly detection : support vector data description revisited /r| Eric J. Pauwels and Onkar Ambekar --t| How to interpret decision trees? /r| Petra Perner --t| Comparing classifiers and metaclassifiers /r| Elio Lozano and Edgar Acuña --t| Fast data acquisition in cost-sensitive learning /r| Victor S. Sheng --t| Applications of a unified medical data miner (UMDM) for prediction, classification, interpretation and visualization on medical datasets : the diabetes dataset case /r| Nawaz Mohamudally and Dost Muhammad Khan --t| Melanoma diagnosis and classification web center system : the non-invasive diagnosis support subsystem /r| Wiesław Paja and Mariusz Wrzesień --t| Characterizing cell types through differentially expressed gene clusters using a model-based approach /r| Juliane Perner and Elena Zotenko --t| Experiments with hybridization and optimization of the rules knowledge base for classification of MMPI profiles /r| Jerzy Gomuła ... (et al.) --t| Unsupervised classification of hyperspectral images on spherical manifolds /r| Dalton Lunga and Okan Ersoy --t| Recognition of porosity in wood microscopic anatomical images /r| Shen Pan and Mineichi Kudo --t| Exploratory hierarchical clustering for management zone delineation in precision agriculture /r| Georg Russ and Rudolf Kruse --t| High classification rates for continuous cow activity recognition using low-cast GPS positioning sensors and standard machine learning techniques /r| Torben Godsk and Mikkel Baun Kjaergaard --t| Mining pixel evolutions in satellite image time series for agricultural monitoring /r| Andreea Julea ... (et al.) --t| Robust, non-redundant feature selection for yield analysis in semiconductor manufacturing /r| Eric St. Pierre and Eugen Tuv --t| Integrated use of ICA and ANN to recognize the mixture control chart patterns in a process /r| Yuehjen E. Shao, Yini Lin, and Ya-Chi Chan --t| Optimized fuzzy decision tree data mining for engineering applications /r| Liam Evans and Niels Lohse --t| Graph-based data warehousing using the core-facets model /r| Dung N. Lam, Alexander Y. Liu, and Cheryl E. Martin --t| General sales forecast models for automobile markets based on time series analysis and data mining techniques /r| Marco Hülsmann ... (et al.) --t| Towards a spatial instance learning method for deep web pages /r| Ermelinda Oro and Massimo Ruffolo --t| Applying user signatures on fraud detection in telecommunications networks /r| João Lopes, Orlando Belo, and Carlos Vieira --t| Methods in case-based classification in bioinformatics : lessons learned /r| Isabelle Bichindaritz --t| Prediction of batch-end quality for an industrial polymerization process /r| Geert Gins ... (et al.).;

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Advances in data mining applications and theoretical aspects : 11th industrial conference, ICDM 2011, New York, NY, August 30-September 3, 2011 : proceedings / Petra Perner (ed.).

Author/creator	Industrial Conference on Data Mining
Other author	Perner, Petra.
Format	Electronic
Publication Info	Heidelberg ; New York : Springer,
Description	xi, 328 p. : ill. ; 24 cm.
Supplemental Content	Full text available from Springer Nature - Springer Computer Science eBooks 2011 English International
Supplemental Content	Full text available from Springer Books
Supplemental Content	Full text available from SpringerLINK Lecture Notes in Computer Science Contemporary (1997-present)
Subjects	Data mining--Congresses.

Other title	ICDM 2011
Series	Lecture notes in computer science ; 6870 Lecture notes in artificial intelligence LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence. ^A467263 Lecture notes in computer science ; 6870. ^A466336 LNCS sublibrary. SL 7, Artificial intelligence. UNAUTHORIZED
Contents	Improvements over adaptive local hyperplane to achieve better classification / Hongmin Cai -- Prognostic models based on linear separability / Leon Bobrowski -- One class classification for anomaly detection : support vector data description revisited / Eric J. Pauwels and Onkar Ambekar -- How to interpret decision trees? / Petra Perner -- Comparing classifiers and metaclassifiers / Elio Lozano and Edgar Acuña -- Fast data acquisition in cost-sensitive learning / Victor S. Sheng -- Applications of a unified medical data miner (UMDM) for prediction, classification, interpretation and visualization on medical datasets : the diabetes dataset case / Nawaz Mohamudally and Dost Muhammad Khan -- Melanoma diagnosis and classification web center system : the non-invasive diagnosis support subsystem / Wiesław Paja and Mariusz Wrzesień -- Characterizing cell types through differentially expressed gene clusters using a model-based approach / Juliane Perner and Elena Zotenko -- Experiments with hybridization and optimization of the rules knowledge base for classification of MMPI profiles / Jerzy Gomuła ... (et al.) -- Unsupervised classification of hyperspectral images on spherical manifolds / Dalton Lunga and Okan Ersoy -- Recognition of porosity in wood microscopic anatomical images / Shen Pan and Mineichi Kudo -- Exploratory hierarchical clustering for management zone delineation in precision agriculture / Georg Russ and Rudolf Kruse -- High classification rates for continuous cow activity recognition using low-cast GPS positioning sensors and standard machine learning techniques / Torben Godsk and Mikkel Baun Kjaergaard -- Mining pixel evolutions in satellite image time series for agricultural monitoring / Andreea Julea ... (et al.) -- Robust, non-redundant feature selection for yield analysis in semiconductor manufacturing / Eric St. Pierre and Eugen Tuv -- Integrated use of ICA and ANN to recognize the mixture control chart patterns in a process / Yuehjen E. Shao, Yini Lin, and Ya-Chi Chan -- Optimized fuzzy decision tree data mining for engineering applications / Liam Evans and Niels Lohse -- Graph-based data warehousing using the core-facets model / Dung N. Lam, Alexander Y. Liu, and Cheryl E. Martin -- General sales forecast models for automobile markets based on time series analysis and data mining techniques / Marco Hülsmann ... (et al.) -- Towards a spatial instance learning method for deep web pages / Ermelinda Oro and Massimo Ruffolo -- Applying user signatures on fraud detection in telecommunications networks / João Lopes, Orlando Belo, and Carlos Vieira -- Methods in case-based classification in bioinformatics : lessons learned / Isabelle Bichindaritz -- Prediction of batch-end quality for an industrial polymerization process / Geert Gins ... (et al.).
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Other forms	Also issued online.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2011933948 2011933918
ISBN	9783642231834 (pbk.)
ISBN	3642231837 (pbk.)

Advances in data mining applications and theoretical aspects : 11th industrial conference, ICDM 2011, New York, NY, August 30-September 3, 2011 : proceedings / Petra Perner (ed.).

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