The Data Mining and Knowledge Discovery Handbook 2005
Oded Maimon, Lior Rokach (Eds.):
The Data Mining and Knowledge Discovery Handbook.
Springer 2005, ISBN 0-387-24435-2 BibTeX
Part I:
Preprocessing Methods
Part II:
Supervised Methods
Part III:
Unsupervised Methods
Part IV:
Soft Computing Methods
Part V:
Supporting Methods
Part VI:
Advanced Methods
- Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil:
Meta-Learning.
731-748 BibTeX
- Pierre Geurts:
Bias vs. Variance Decomposition for Regression and Classification.
749-763 BibTeX
- Gary M. Weiss:
Mining with Rare Cases.
765-776 BibTeX
- Haixun Wang, Philip S. Yu, Jiawei Han:
Mining Data Streams.
777-792 BibTeX
- Wei Wang, Jiong Yang:
Mining High-Dimensional Data.
793-799 BibTeX
- Moty Ben-Dov, Ronen Feldman:
Text Mining and Information Extraction.
801-831 BibTeX
- Shashi Shekhar, Pusheng Zhang, Yan Huang:
Spatial Data Mining.
833-851 BibTeX
- Nitesh V. Chawla:
Data Mining for Imbalanced Datasets: An Overview.
853-867 BibTeX
- Saso Dzeroski:
Relational Data Mining.
869-898 BibTeX
- Johannes Fürnkranz:
Web Mining.
899-920 BibTeX
- Nora Oikonomakou, Michalis Vazirgiannis:
A Review of Web Document Clustering Approaches.
921-943 BibTeX
- Hong Yao, Cory J. Butz, Howard J. Hamilton:
Causal Discovery.
945-955 BibTeX
- Lior Rokach:
Ensemble Methods for Classifiers.
957-980 BibTeX
- Oded Maimon, Lior Rokach:
Decomposition Methodology for Knowledge Discovery and Data Mining.
981-1003 BibTeX
- Vicenç Torra:
Information Fusion - Methods and Aggregation Operators.
1005-1016 BibTeX
- Antonio Congiusta, Domenico Talia, Paolo Trunfio:
Parallel and Grid-Based Data Mining - Algorithms, Models and Systems for High-Performance KDD.
1017-1041 BibTeX
- Steve Moyle:
Collaborative Data Mining.
1043-1056 BibTeX
- Hamid R. Nemati, Christopher D. Barko:
Organizational Data Mining.
1057-1067 BibTeX
- Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das:
Mining Time Series Data.
1069-1103 BibTeX
Part VII:
Applications
Part VIII:
Software
- Eibe Frank, Mark A. Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer:
WEKA - A Machine Learning Workbench for Data Mining.
1305-1314 BibTeX
- Pablo Tamayo, Charles Berger, Marcos M. Campos, Joseph Yarmus, Boriana L. Milenova, Ari Mozes, Margaret Taft, Mark F. Hornick, Ramkumar Krishnan, Shiby Thomas, Mark Kelly, Denis Mukhin, Robert Haberstroh, Susie Stephens, Jacek Myczkowsji:
Oracle Data Mining - Data Mining in the Database Environment.
1315-1329 BibTeX
- ZhaoHui Tang, Jamie Maclennan, Pyungchul (Peter) Kim:
Building Data Mining Solutions with OLE DB for DM and XML for Analysis.
1331-1345 BibTeX
- Jerzy W. Grzymala-Busse:
LERS - A Data Mining System.
1347-1351 BibTeX
- Nissan Levin, Jacob Zahavi:
GainSmarts Data Mining System for Marketing.
1353-1364 BibTeX
- Abraham Meidan:
Wizsoft's WizWhy.
1365-1369 BibTeX
- Joseph Komem, Moti Schneider:
DataEngine - Tools for Intelligent Data Analysis and Control.
1371-1377 BibTeX
Copyright © Sat May 16 22:54:34 2009
by Michael Ley (ley@uni-trier.de)
