Research Catalog

Title

Principles of data mining and knowledge discovery : First European Symposium, PKDD '97, Trondheim, Norway, June 24-27, 1997 : proceedings / Jan Komorowski, Jan Zytkow, eds.

Author

PKDD '97 (1997 : Trondheim, Norway)

Publication

Berlin ; New York : Springer, [1997], ©1997.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Komorowski, J. (Jan)
• Żytkow, Jan M.

Description

ix, 396 pages : illustrations; 24 cm.

Series Statement

Lecture notes in computer science ; 1263. Lecture notes in artificial intelligence

Uniform Title

• Lecture notes in computer science ; 1263.
• Lecture notes in computer science. Lecture notes in artificial intelligence.

Subjects

• Data mining > Congresses
• Database management > Congresses
• Knowledge acquisition (Expert systems) > Congresses

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Knowledge Discovery - A Control Theory Perspective / B. A. Foss -- Modeling Customer Retention with Rough Data Models / W. Kowalczyk and F. Slisser -- Share Based Measures for Itemsets / C. L. Carter, H. J. Hamilton and N. Cercone -- Parallel Knowledge Discovery Using Domain Generalization Graphs / R. J. Hilderman, H. J. Hamilton and R. J. Kowalchuk [et al.] -- Rough Set Theory and Rule Induction Techniques for Discovery of Attribute Dependencies in Medical Information Systems / J. Stefanowski and K. Slowinski -- Logical Calculi for Knowledge Discovery in Databases / J. Rauch -- Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model / S. Tsumoto -- Discovering of Health Risks and Case-Based Forecasting of Epidemics in a Health Surveillance System / M. Bull, G. Kundt and L. Gierl -- An Algorithm for Multi-relational Discovery of Subgroups / S. Wrobel -- Finding Similar Time Series / G. Das, D. Gunopulos and H. Mannila --
• Exploration of Document Collections with Self-Organizing Maps: A Novel Approach to Similarity Representation / D. Merkl -- Pattern Based Browsing in Document Collections / R. Feldman, W. Klosgen and Y. Ben-Yehuda [et al.] -- Induction of Fuzzy Characteristic Rules / D. Rasmussen and R. R. Yager -- Regression-Based Classification Methods and Their Comparison with Decision Tree Algorithms / M. V. Kiselev, S. M. Ananyan and S. B. Arseniev -- Attribute Discovery and Rough Sets / J. Stepaniuk -- Generation of Rules from Incomplete Information Systems / M. Kryszkiewicz -- Knowledge Discovery from Software Engineering Data: Rough Set Analysis and Its Interaction with Goal-Oriented Measurement / G. Ruhe -- Efficient Multisplitting on Numerical Data / T. Elomaa and J. Rousu -- SNOUT: An Intelligent Assistant for Exploratory Data Analysis / P. D. Scott, A. P. M. Coxon and M. H. Hobbs [et al.] -- Exploratory Analysis of Biochemical Processes Using Hybrid Modeling Methods / R. Simutis --
• Using Signature Files for Querying Time-Series Data / H. Andre-Jonsson and D. Z. Badal -- A New and Versatile Method for Association Generation / A. Amir, R. Feldman and R. Kashi -- Bivariate Decision Trees / J. C. Bioch, O. van der Meer and R. Potharst -- Towards Process-Oriented Tool Support for KDD / R. Wirth, C. Shearer and U. Grimmer [et al.] -- A Connectionist Approach to Structural Similarity Determination as a Basis of Clustering, Classification and Feature Detection / K. Schadler and F. Wysotzki -- Searching for Relational Patterns in Data / S. H. Nguyen and A. Skowron -- Finding Spatial Clusters / F. Gebhardt -- Interactive Interpretation of Hierarchical Clustering / E. Boudaillier and G. Hebrail -- The Principle of Transformation between Efficiency and Effectiveness: Towards a Fair Evaluation of the Cost-Effectiveness of KDD Techniques / A. A. Freitas -- Recognizing Reliability of Discovered Knowledge / P. Berka --
• Clustering Techniques in Biological Sequence Analysis / A. M. Manning, A. Brass and C. A. Goble [et al.] -- TOAS Intelligence Mining; Analysis of NLP and Computational Linguistics / R. J. Watts, A. L. Porter and S. Cunningham [et al.] -- Algorithms for Constructing of Decision Trees / M. Moshkov -- Mining in the Phrasal Frontier / H. Ahonen, O. Heinonen and M. Klemettinen [et al.] -- Mining Time Series Using Rough Sets - A Case Study / A. T. Bjorvand -- Neural Networks Design: Rough Set Approach to Continuous Data / H. S. Nguyen, M. S. Szczuka and D. Slezak -- On Meta Levels of an Organized Society of KDD Agents / N. Zhong, S. Ohsuga and C. Liu [et al.] -- Using Neural Network to Extract Knowledge from Database / Y. Zhou, Y. Lu and C. Shi -- Induction of Strong Feature Subsets / M. Quafafou and M. Boussouf -- Rough Sets for Data Mining and Knowledge Discovery / J. Komorowski, L. Polkowski and A. Skowron -- Techniques and Applications of KDD / W. Klosgen and J. Zytkow --
• A Tutorial Introduction to High Performance Data Mining / R. Grossman -- Data Mining in the Telecommunications Industry / L. Carbonara, H. Roberts and B. Egan.

ISBN

3540632239 (alk. paper)

LCCN

97018149

OCLC

ocm37268213

Owning Institutions

Columbia University Libraries