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Conference Industrial Conference on Data Mining (12th : 2012 : Berlin, Germany)
Title Advances in data mining : applications and theoretical aspects : 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings / Petra Perner (ed.).
Imprint Berlin ; New York : Springer, 2012.

LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
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Conference Industrial Conference on Data Mining (12th : 2012 : Berlin, Germany)
Series Lecture notes in computer science, 1611-3349 ; 7377. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; http://id.loc.gov/authorities/names/n42015162 7377. 1611-3349
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 ICDM 2012
LOCATION CALL # STATUS MESSAGE
 OHIOLINK SPRINGER EBOOKS    ONLINE  
View online
Conference Industrial Conference on Data Mining (12th : 2012 : Berlin, Germany)
Series Lecture notes in computer science, 1611-3349 ; 7377. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science ; http://id.loc.gov/authorities/names/n42015162 7377. 1611-3349
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 ICDM 2012
Description 1 online resource (xi, 287 pages) : illustrations.
polychrome rdacc http://rdaregistry.info/termList/RDAColourContent/1003
Contents Application of Classification Algorithms on IDDM Rat Data / Rainer Schmidt, Heike Weiss and Georg Fuellen -- Research Themes in the Case-Based Reasoning in Health Sciences Core Literature / Isabelle Bichindaritz -- Research on Application of Data Mining Methods to Diagnosing Gastric Cancer / Arnis Kirshners, Serge Parshutin and Marcis Leja -- SOHAC: Efficient Storage of Tick Data That Supports Search and Analysis / Gabor I. Nagy and Krisztian Buza -- Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry / Hongyan Liu, Zhiyuan Yao, Tomas Eklund and Barbro Back -- Wind Turbines Fault Diagnosis Using Ensemble Classifiers / Pedro Santos, Luisa F. Villa, Anibal Renones, Andres Bustillo and Jesus Maudes -- Bus Bunching Detection by Mining Sequences of Headway Deviations / Luis Moreira-Matias, Carlos Ferreira, Joao Gama, Joao Mendes-Moreira and Jorge Freire de Sousa -- Detecting Abnormal Patterns in Call Graphs Based on the Aggregation of Relevant Vertex Measures / Ronnie Alves, Pedro Ferreira, Joel Ribeiro and Orlando Belo -- Real-Time Mass Flow Estimation in Circulating Fluidized Bed / Andriy Ivannikov, Mikko Jegoroff and Tommi Karkkainen -- Representation in Case-Based Reasoning Applied to Control Reconfiguration / Ons Lejri and Moncef Tagina -- The Influence of Input and Output Measurement Noise on Batch-End Quality Prediction with Partial Least Squares / Jef Vanlaer, Pieter Van den Kerkhof, Geert Gins and Jan F.M. Van Impe -- An Evolving Associative Classifier for Incomplete Database / Kaoru Shimada -- Improving Classifier Performance by Knowledge-Driven Data Preparation / Laura Welcker, Stephan Koch and Frank Dellmann -- CWFM: Closed Contingency Weighted Frequent Itemsets Mining / Eunkyoung Park, Younghee Kim, Ieejoon Kim, Jaeyeol Yoon and Jiyeon Lim, et al. -- Prognostic Modeling with High Dimensional and Censored Data / Leon Bobrowski and Tomasz ukaszuk -- SHACUN: Semi-supervised Hierarchical Active Clustering Based on Ranking Constraints / Eya Ben Ahmed, Ahlem Nabli and Faiez Gargouri -- A Minimum Spanning Tree-Inspired Clustering-Based Outlier Detection Technique / Xiaochun Wang, Xia Li Wang and D. Mitch Wilkes -- ML-DS: A Novel Deterministic Sampling Algorithm for Association Rules Mining / Samir A. Mohamed Elsayed, Sanguthevar Rajasekaran and Reda A. Ammar -- Decision Rules Development Using Set of Generic Operations Approach / Wiesaw Paja and Mariusz Wrzesien -- Redundant Dictionary Spaces as a General Concept for the Analysis of Non-vectorial Data / Sebastian Klenk, Jurgen Dippon, Andre Burkovski and Gunther Heidemann -- Human-Centered Text Mining: A New Software System / Jonas Poelmans, Paul Elzinga, Alexei A. Neznanov, Guido Dedene and Stijn Viaene, et al. -- Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research / Jonas Poelmans, Dmitry I. Ignatov, Stijn Viaene, Guido Dedene and Sergei O. Kuznetsov.
Note International conference proceedings.
Bibliography Note Includes bibliographical references and author index.
Summary Annotation This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy industry; data mining in traffic and logistic; data mining in telecommunication; data mining in engineering; theory in data mining; theory in data mining: clustering; theory in data mining: association rule mining and decision rule mining.
Note Online resource; title from PDF title page (SpringerLink, viewed Aug. 9, 2012).
ISBN 9783642314889 (electronic bk.)
3642314880 (electronic bk.)
3642314872 (print)
9783642314872 (print)
9783642314872
ISBN/ISSN 10.1007/978-3-642-31488-9
OCLC # 800729341
Additional Format Printed edition: 9783642314872