Proceeding Books 2009

6th International Conference, MLDM 2009
Leipzig, Germany, July 23-25, 2009
Proceedings
824 pages
Softcover
ISBN 978-3-642-03069-7

This book constitutes the refereed proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2009, held in Leipzig, Germany, in July 2009 (www.mldm.de). The 63 revised full papers presented were carefully reviewed and selected from 205 submissions. The papers are organized in topical sections on attribute discretization and data preparation; classification; ensemble classifier learning; associate rules and pattern minig; support vector machines; clustering; novelty and outlier detection; learning; data mining and multimedia data; text mining; aspects of data mining; as well as data mining in medicine

6th International Conference, MLDM 2009
Leipzig, Germany, July 2009
Poster Proceedings
188 pages
Softcover
ISBN 978-3-940501-04-2

Table of Contents

This is the sixth event of MLDM in Pattern Recognition held in Leipzig (www.mldm.de).

Today, there are many international meetings which are titled machine learning and data mining, whose topics are text mining, knowledge discovery, and applications. This meeting from the first time has focused on aspects of machine learning and data mining in pattern recognition problems. We planed to re-organise classical and well established pattern recognition paradigms from view points of machine learning and data mining. Though it was a challenging program in late 90 s, the idea has brought new starting points in pattern recognition and effects to the other areas such as cognitive computer vision.

The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data-mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining. Among these topics this year were special contributions to subtopics such as attribute discretization and data preparation, novelty and outlier detection, and distances and similarities. The section “Aspects of Data Mining” presented work that considers automating the whole data mining process. The sections also cover data mining in medicine.
17 papers have been selected for poster presentations that are published in the MLDM Poster Proceeding Volume.

9th Industrial Conference, ICDM 2009
Leipzig, Germany, July 20-22, 2009
Proceedings (Lecture Notes in Computer Science)
402 pages
Softcover
ISBN 978-3-642-03066-6

This book constitutes the refereed proceedings of the 9th Industrial Conference on Data Mining, ICDM 2009, held in Leipzig, Germany in July 2009 (www.data-mining-forum.de).

The 32 revised full papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in topical sections on data mining in medicine and agriculture, data mining in marketing, finance and telecommunication, data mining in process control, industry and society, data mining on multimedia data and theoretical aspects of data mining....

9th Industrial Conference, ICDM 2009
Leipzig, Germany, July 2009
Poster Proceedings
54 pages
Softcover
ISBN 978-3-940501-03-5

Table of Contents

This is the ninth event of the Industrial Conference on Data Mining ICDM 2009 held in Leipzig (www.data-mining-forum.de).

Four papers have been selected for poster presentations that are published in the ICDM Poster Proceeding Volume.

9th Industrial Conference, ICDM 2009
Leipzig, Germany, July 2009
Workshop Proceedings
42 pages
Softcover
ISBN 978-3-940501-07-3

Table of Contents

This is the ninth event of the Industrial Conference on Data Mining ICDM 2009 held in Leipzig (www.data-mining-forum.de).

In conjunction with ICDM are running two workshops facing on special hot application-oriented topics in data mining. The workshop Data Mining in Marketing DMM 2009 is held the second time this year. The six papers of the workshop are published in the Workshop Proceedings "Advances in Data Mining in Marketing".

9th Industrial Conference, ICDM 2009
Leipzig, Germany, July 2009
Industry Proceedings
10 pages
Softcover
ISBN 978-3-940501-09-7

Table of Contents

This is the ninth event of the Industrial Conference on Data Mining ICDM 2009 held in Leipzig (www.data-mining-forum.de).

Four papers have been selected for industry presentations that are published in the Series Industry Proceedings "Advances in Data Mining".