This book constitutes the thoroughly refereed postproceedings of the Second International Workshop on Active Mining, AM 2003, held in Maebashi, Japan, in October 2003 as a satellite workshop of ISMIS 2003. The 16 revised full papers presented together with 2 tutorial papers and an overview of the Japanese Active Mining Project went through 2 rounds of reviewing and improvement and were selected from initialy 38 submissions. The papers are organized in topical sections on active information collection, active data mining, and active user reaction. Many current aspects of active mining are addressed, ranging from theoretical and methodological topics to algorithms and their applications in fields such as bioinformatics, medicine, and life science more generally.
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First Sentence:
What Is Active Mining? Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
macro view approach, micro view approach, ordered information table, ethylamine substituent, marginalized graph kernel, rule filtering method, spiral mining, cancer incidence factors, active information collection, active mining project, various data mining agents, peculiarity oriented mining, multiscale matching, collateral correlations, hepatitis data, binary information table, active data mining, indiscernibility degree, unstructured abstracts, sentence classifiers, blood test data, combinational use, peculiar data, split test, appropriation medium Key Phrases - Capitalized Phrases (CAPs): (learn more)
International Conference, Springer-Verlag Berlin Heidelberg, International Workshop, Chiba University Hospital, European Conference, Ministry of Education, Springer Verlag, Inductive Logic Programming, Kluwer Academic Publishers, Lecture Notes, Osaka University, Priority Areas, Date Fig, Journal of Computational Biology, Morgan Kaufmann, Topological Fragment Spectra, Bottom Left, Bottom Right, Era of Information Flood, Los Angeles Times, Overall Class, Predicted Class Actual, Proceedings of Pacific-Asia Conference, Store Portfolio Management, Systems Based New!
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What Is Active Mining? Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
macro view approach, micro view approach, ordered information table, ethylamine substituent, marginalized graph kernel, rule filtering method, spiral mining, cancer incidence factors, active information collection, active mining project, various data mining agents, peculiarity oriented mining, multiscale matching, collateral correlations, hepatitis data, binary information table, active data mining, indiscernibility degree, unstructured abstracts, sentence classifiers, blood test data, combinational use, peculiar data, split test, appropriation medium Key Phrases - Capitalized Phrases (CAPs): (learn more)
International Conference, Springer-Verlag Berlin Heidelberg, International Workshop, Chiba University Hospital, European Conference, Ministry of Education, Springer Verlag, Inductive Logic Programming, Kluwer Academic Publishers, Lecture Notes, Osaka University, Priority Areas, Date Fig, Journal of Computational Biology, Morgan Kaufmann, Topological Fragment Spectra, Bottom Left, Bottom Right, Era of Information Flood, Los Angeles Times, Overall Class, Predicted Class Actual, Proceedings of Pacific-Asia Conference, Store Portfolio Management, Systems Based New!
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Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 49
books:
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7
books
cite this book:
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- Statistical Learning Theory by Vladimir N. Vapnik on page 72, page 254, and page 311
- Science and Technology (Aspects of Britain) by Central Office of Information on page 150, and page 174
- Machine Learning by Tom M. Mitchell on page 111, and page 234
- Rough Sets and Current Trends in Computing on page 234, and page 235
- Chance Discovery (Advanced Information Processing) by Yukio Ohsawa on page 313, and page 334
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- Data Mining and Decision Support: Integration and Collaboration (The Springer International Series in Engineering and Computer Science) by Dunja Mladenic in Front Matter (1), and Front Matter (2)
- Discovery Science: 6th International Conference, DS 2003, Sapporo, Japan, October 17-19,2003, Proceedings (Lecture Notes in Computer Science) by Gunter Grieser on page 140, and page 417
- Federation over the Web: International Workshop, Dagstuhl Castle, Germany, May 1-6, 2005, Revised Selected Papers (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) by Klaus P. Jantke on page 112, and page 113
- Advances in Knowledge Discovery and Data Mining: 7th Pacific-Asia Conference, PAKDD 2003. Seoul, Korea, April 30 - May 2, 2003, Proceedings (Lecture ... / Lecture Notes in Artificial Intelligence) by Kyu-Young Whang on page 65
- Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, ... / Lecture Notes in Artificial Intelligence) by Jean-Francois Boulicaut on page 373
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