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ORCIDAdvances in Knowledge Discovery and Data Mining, 1996
- Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy:
Advances in Knowledge Discovery and Data Mining. AAAI/MIT Press 1996, ISBN 0-262-56097-6 - Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth:
From Data Mining to Knowledge Discovery: An Overview. Advances in Knowledge Discovery and Data Mining 1996: 1-34
Foundations
- Ronald J. Brachman, Tej Anand:
The Process of Knowledge Discovery in Databases. Advances in Knowledge Discovery and Data Mining 1996: 37-57 - Wray L. Buntine:
Graphical Models for Discivering Knowledge. Advances in Knowledge Discovery and Data Mining 1996: 59-82 - John F. Elder IV, Daryl Pregibon:
A Statistical Perspective on Knowledge Discovery in Databases. Advances in Knowledge Discovery and Data Mining 1996: 83-113
Classification and Clustering
- Saso Dzeroski:
Inductive Logic Programming and Knowledge Discovery in Databases. Advances in Knowledge Discovery and Data Mining 1996: 117-152 - Peter C. Cheeseman, John C. Stutz:
Bayesian Classification (AutoClass): Theory and Results. Advances in Knowledge Discovery and Data Mining 1996: 153-180 - Isabelle Guyon, Nada Matic, Vladimir Vapnik:
Discovering Informative Patterns and Data Cleaning. Advances in Knowledge Discovery and Data Mining 1996: 181-203 - Brian R. Gaines:
Transformation Rules and Trees. Advances in Knowledge Discovery and Data Mining 1996: 205-226
Trend and Deviation Analysis
- Donald J. Berndt, James Clifford:
Finding Patterns in Time Series: A Dynamic Programming Approach. Advances in Knowledge Discovery and Data Mining 1996: 229-248 - Willi Klösgen:
Explora: A Multipattern and Multistrategy Discovery Assistant. Advances in Knowledge Discovery and Data Mining 1996: 249-271
Dependency Derivation
- David Heckerman:
Bayesian Networks for Knowledge Discovery. Advances in Knowledge Discovery and Data Mining 1996: 273-305 - Rakesh Agrawal, Heikki Mannila, Ramakrishnan Srikant, Hannu Toivonen, A. Inkeri Verkamo:
Fast Discovery of Association Rules. Advances in Knowledge Discovery and Data Mining 1996: 307-328 - Robert Zembowicz, Jan M. Zytkow:
From Contingency Tables to Various Forms of Knowledge in Databases. Advances in Knowledge Discovery and Data Mining 1996: 329-349
Integrated Discovery Systems
- Evangelos Simoudis, Brian Livezey, Randy Kerber:
Integrating Inductive and Deductive Reasoning for Data Mining. Advances in Knowledge Discovery and Data Mining 1996: 353-373 - Wei-Min Shen, KayLiang Ong, Bharat G. Mitbander, Carlo Zaniolo:
Metaqueries for Data Mining. Advances in Knowledge Discovery and Data Mining 1996: 375-398 - Jiawei Han, Yongjian Fu:
Attribute-Oriented Induction in data Mining. Advances in Knowledge Discovery and Data Mining 1996: 399-421
Next Generation Database Systems
- Chun-Nan Hsu, Craig A. Knoblock:
Using Inductive Learning To Generate Rules for Semantic Query Optimization. Advances in Knowledge Discovery and Data Mining 1996: 425-445 - Marcel Holsheimer:
Data Surveyor: Searching the Nuggets in Parallel. Advances in Knowledge Discovery and Data Mining 1996: 447-467
KDD Applications
- Usama M. Fayyad, S. George Djorgovski, Nicholas Weir:
Automating the Analysis and Cataloging of Sky Surveys. Advances in Knowledge Discovery and Data Mining 1996: 471-493 - Christopher J. Matheus, Gregory Piatetsky-Shapiro, Dwight McNeill:
Selecting and reporting What Is Interesting. Advances in Knowledge Discovery and Data Mining 1996: 495-515 - Padhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona:
Modeling Subjective Uncertainty in Image Annotation. Advances in Knowledge Discovery and Data Mining 1996: 517-539 - Chidanand Apté, Se June Hong:
Predicting Equity Returns from Securities Data. Advances in Knowledge Discovery and Data Mining 1996: 541-560 - Ramasamy Uthurusamy:
From Data Mining to Knowledge Discovery: Current Challenges and Future Directions. Advances in Knowledge Discovery and Data Mining 1996: 561-569
Appendencies
- Willi Klösgen, Jan M. Zytkow:
Knowledge Discovery in Database Terminology. Advances in Knowledge Discovery and Data Mining 1996: 573-592 - Gregory Piatetsky-Shapiro:
Data Mining and Knowledge Discovery Internet Resources. Advances in Knowledge Discovery and Data Mining 1996: 593-595
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