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Advances in Data Mining - Theoretical Aspects and Applications: 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007, Proceedings 2007 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 356 pages, kõrgus x laius: 235x155 mm, kaal: 563 g, XI, 356 p., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 4597
  • Ilmumisaeg: 05-Jul-2007
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540734341
  • ISBN-13: 9783540734345
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  • Formaat: Paperback / softback, 356 pages, kõrgus x laius: 235x155 mm, kaal: 563 g, XI, 356 p., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 4597
  • Ilmumisaeg: 05-Jul-2007
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540734341
  • ISBN-13: 9783540734345
Teised raamatud teemal:
ICDM / MLDM Medaillie (limited edition) Meissner Porcellan, the White Gold of King August the Strongest of Saxonia ICDM 2007 was the seventh event in the Industrial Conference on Data Mining series and was held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 96 submissions from 24 countries (see Fig. 1). After the peer-review process, we accepted 25 high-quality papers for oral presentation that are included in this proceedings book. The topics range from aspects of classification and prediction, clustering, Web mining, data mining in medicine, applications of data mining, time series and frequent pattern mining, and association rule mining. Germany 9,30% 4,17% China 9,30% 1,04% 6,98% 3,13% South Korea Czech Republic 6,98% 3,13% USA 6,98% 2,08% 4,65% 2,08% UK Portugal 4,65% 2,08% Iran 4,65% 2,08% India 4,65% 2,08% Brazil 4,65% 1,04% Hungary 4,65% 1,04% Mexico 4,65% 1,04% Finland 2,33% 1,04% Ireland 2,33% 1,04% Slovenia 2,33% 1,04% France 2,33% 1,04% Israel 2,33% 1,04% Spain 2,33% 1,04% Greece 2,33% 1,04% Italy 2,33% 1,04% Sweden 2,33% 1,04% Netherlands 2,33% 1,04% Malaysia 2,33% 1,04% Turkey 2,33% 1,04% Fig. 1. Distribution of papers among countries Twelve papers were selected for poster presentations that are published in the ICDM Poster Proceedings Volume.
Invited Talk
Case Based Reasoning and the Search for Knowledge
1(14)
Michael M. Richter
Aspects of Classification and Prediction
Subsets More Representative Than Random Ones
15(6)
Ilia Nouretdinov
Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme
21(13)
Petra Perner
An Efficient Algorithm for Instance-Based Learning on Data Streams
34(15)
Jurgen Beringer
Eyke Hullermeier
Softening the Margin in Discrete SVM
49(14)
Carlotta Orsenigo
Carlo Vercellis
Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System
63(14)
Hamidreza Rashidy Kanan
Karim Faez
Sayyed Mostafa Taheri
Outlier Detection with Streaming Dyadic Decomposition
77(15)
Chetan Gupta
Robert Grossman
VISRED--Numerical Data Mining with Linear and Nonlinear Techniques
92(15)
Antonio Dourado
Edgar Ferreira
Paulo Barbeiro
Clustering
Clustering by Random Projections
107(13)
Thierry Urruty
Chabane Djeraba
Dan A. Simovici
Lightweight Clustering Technique for Distributed Data Mining Applications
120(15)
Lamine M. Aouad
Nhien-An Le-Khac
Tahar M. Kechadi
Web Mining
Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach
135(13)
Petr Berka
Martin Labsky
Improved IR in Cohesion Model for Link Detection System
148(15)
Krishnamurthy Lakshmi
Saswati Mukherjee
Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web
163(10)
Richard Farkas
Gyorgy Szarvas
Robert Ormandi
Data Mining in Medicine
ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients
173(11)
Olga Vorobieva
Alexander Rumyantsev
Rainer Schmidt
The Role of Prototypical Cases in Biomedical Case-Based Reasoning
184(15)
Isabelle Bichindaritz
Applications of Data Mining
A Search Space Reduction Methodology for Large Databases: A Case Study
199(15)
Angel Kuri-Morales
Fatima Rodriguez-Erazo
Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press
214(14)
Cristofer England
Antanas Verikas
Active Learning Strategies: A Case Study for Detection of Emotions in Speech
228(14)
Alexis Bondu
Vincent Lemaire
Barbara Poulain
Neural Business Control System
242(13)
Marin Lourdes Borrajo
Juan M. Corchado
Emilio S. Corchado
M. Asumptio Pellicer
A Framework for Discovering and Analyzing Changing Customer Segments
255(14)
Mirko Bottcher
Martin Spott
Detlef Nauck
Collaborative Filtering Using Electrical Resistance Network Models
269(14)
Jerome Kunegis
Stephan Schmidt
Visual Query and Exploration System for Temporal Relational Database
283(13)
Shaul Ben Michael
Ronen Feldman
Towards an Online Image-Based Tree Taxonomy
296(11)
Paul M. de Zeeuw
Elena Ranguelova
Eric J. Pauwels
Distributed Generative Data Mining
307(11)
Ruy Ramos
Rui Camacho
Time Series and Frequent Pattern Mining
Privacy-Preserving Discovery of Frequent Patterns in Time Series
318(11)
Josenildo Costa da Silva
Matthias Klusch
Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits
329(10)
Michalis P. Hanias
Dimitrios A. Karras
Association Minnig
Using Disjunctions in Association Mining
339(14)
Martin Ralbovsky
Tomas Kuchar
Author Index 353