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Conference Industrial Conference on Data Mining (11th : 2011 : New York, N.Y.)
Title Advances in data mining : applications and theoretical aspects : 11th industrial conference, ICDM 2011, New York, NY, USA, August 30 - September 3, 2011 : proceedings / Petra Perner (ed.).
Imprint Heidelberg ; New York : Springer, 2011.

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Conference Industrial Conference on Data Mining (11th : 2011 : New York, N.Y.)
Series Lecture notes in computer science, 0302-9743 ; 6870. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; http://id.loc.gov/authorities/names/n42015162 6870. 0302-9743
Lecture notes in computer science. Lecture notes in artificial intelligence. http://id.loc.gov/authorities/names/n86736436
LNCS sublibrary. SL 7, Artificial intelligence. http://id.loc.gov/authorities/names/n2008077786
Subject Data mining -- Congresses.
Alt Name Perner, Petra.
Add Title Advances on data mining : applications and theoretical aspects
ICDM 2011
LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Conference Industrial Conference on Data Mining (11th : 2011 : New York, N.Y.)
Series Lecture notes in computer science, 0302-9743 ; 6870. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; http://id.loc.gov/authorities/names/n42015162 6870. 0302-9743
Lecture notes in computer science. Lecture notes in artificial intelligence. http://id.loc.gov/authorities/names/n86736436
LNCS sublibrary. SL 7, Artificial intelligence. http://id.loc.gov/authorities/names/n2008077786
Subject Data mining -- Congresses.
Alt Name Perner, Petra.
Add Title Advances on data mining : applications and theoretical aspects
ICDM 2011
Description 1 online resource (xi, 328 pages) : illustrations.
Bibliography Note Includes bibliographical references and index.
Summary Annotation This book constitutes the refereed proceedings of the 11th Industrial Conference on Data Mining, ICDM 2011, held in New York, USA in September 2011. The 22 revised full papers presented were carefully reviewed and selected from 100 submissions.
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 Acuna -- 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 / Wiesaw Paja and Mariusz Wrzesien -- 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 Gomua ... (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 Hulsmann ... (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 / Joao 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.).
Note Print version record.
ISBN 9783642231841
3642231845
9783642231834
3642231837
OCLC # 747578881
Additional Format Print version: Advances on Data Mining. Springer-Verlag New York Inc 2011 9783642231834 (DLC) 2011933918 (OCoLC)741541115