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Current State of Data Mining (2002)  (Make Corrections)  
Darren T. Drewry, Lin Gu, A. Benjamin Hocking, Kyoung-Don Kang, Robert C. Schutt, III, Christopher M. Taylor, John L. Pfaltz



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Abstract: This report is a compendium of results uncovered in CS 851, spring semester 2002. (Update)

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BibTeX entry:   (Update)

@misc{ drewry-current,
  author = "Darren T. Drewry and Lin Gu and A. Benjamin Hocking and Kyoung-Don Kang
    and Robert C. Schutt and III and Christopher M. Taylor and John L. Pfaltz",
  title = "Current State of Data Mining",
  url = "citeseer.ist.psu.edu/drewry02current.html" }
Citations (may not include all citations):
921   Mining Association Rules between Sets of Items in Large Data.. - Agrawal, Imielinski et al. - 1993  ACM   DBLP
782   Artificial Intelligence: A Modern Approach (context) - Russell, Norvig - 1995  DBLP
696   UCI repository of machine learning databases (context) - Blake, Merz - 1998
625   A Mathematical Theory of Evidence (context) - Shafer - 1976
249   Mining Frequent Patterns without Candidate Generation - Han, Pei et al. - 2000  ACM   DBLP
129   Formal Concept Analysis - Mathematical Foundations (context) - Ganter, Wille - 1999
95   Rough Sets (context) - Pawlak - 1982  ACM   DBLP
85   Discovering Frequent Closed Itemsets for Association Rules - Pasquier, Bastide et al. - 1999  ACM   DBLP
83   Digital libraries and Autonomous Citation Indexing - Lawrence, Giles et al. - 1999  ACM   DBLP
44   Incremental Concept Formation Algorithms Based on Galois - Godin, Missaoui et al. - 1995
32   An incremental concept formation approach for learning from .. (context) - Godin, Missaoui - 1994  ACM   DBLP
25   Rough mereology: a new paradigm for approximate reasoning - Polkowski, Skowron - 1996
22   From rough set theory to evidence theory (context) - Skowron, Grzymala-Busse - 1993  ACM
18   A Statistical Theory for Quantitative Association Rules - Aumann, Lindell - 1999  ACM   DBLP
13   Finding All Closed Sets: A General Approach (context) - Ganter, Reuter - 1991
10   Discrete Mathematics (context) - Pfaltz - 1996  ACM
8   Data Mining for Association Rules and Sequential Patterns (context) - Adamo - 2000
6   Representation of nondeterministic information (context) - Orlowska, Pawlak - 1987  DBLP
5   Closure Systems and their Structure - Pfaltz, Jamison - 2001  DBLP
5   Reducts in information systems (context) - Rauszer - 1991
5   Rough Set Similarity Based Learning from Databases (context) - Hu, Cercone - 1995
4   Theoretical Computer Science (context) - Duntsch, for et al. - 1997  ACM
3   The Audubon Society Field Guide to North American Mushrooms (context) - Lincoff - 1981
2   Mining Constrained Association Rules to Predict Heart Diseas.. - Ordonez, Omiecinski et al. - 2001  ACM   DBLP
2   Transformations of Concept Graphs: An Approach to Empirical .. - Pfaltz - 2001  DBLP
2   Clustering of Complex Shaped Data Sets via Kohonen Maps and .. (context) - Marcio - 2001
2   Concept Lattices as a Scientific Knowledge Discovery Techniq.. (context) - Pfaltz, Taylor - 2002
2   Data Mining in a Nutshell (context) - Dzeroski - 2001  ACM
1   Jiawei Han - current research (context) - Han - 2002
1   Padhraic Smyth (context) - Smyth - 2002
1   Uncovering Logical Implications in Scientific Databases thro.. (context) - Pfaltz, Taylor - 2002
1   Peter Cheeseman's homepage (context) - Cheeseman - 2002
1   Rakesh Agrawals's short biography (context) - Agrawal - 2002

Documents on the same site (ftp://ftp.cs.virginia.edu/pub/techreports/README.html):   More
Fixed-Priority Scheduling of Periodic Tasks on Multiprocessor.. - Oh, Son (1995)   (Correct)
Mentat User's Manual - Grimshaw, Jr., Smoot, Weissman (1991)   (Correct)
Uniform Antimatroid Closure Spaces - Pfaltz, Karro (1998)   (Correct)

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