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Thread View: capdist.seminars
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1 total messages Started by Pat Keller Mon, 20 Sep 1999 00:00
SUNYA C. S. Dept. Colloquium
#258
Author: Pat Keller
Date: Mon, 20 Sep 1999 00:00
30 lines
1880 bytes
                                PH.D. STUDENT TALKS

                University at Albany - State University of New York

                            Computer Science Department

                   Association Rule Mining - Survey of Algorithms

                                   Ramesh Ganesh

            Tuesday, September 21, 1999, at 4:00p.m., in LI-98 - PART I

            Tuesday, September 28, 1999, at 4:00p.m., in LI-98 - PART II

                                      ABSTRACT

                 Association rule mining is one of the well studied  and
            popular field in Data Mining. Conventional rule mining algo-
            rithms compute rules in two steps. The first step is to com-
            pute  all  the  frequent  itemsets and the second step is to
            generate the rules. All algorithms concentrate on  computing
            frequent itemsets as it poses a computational challenge.

                 This is a talk in two parts on the  rule  mining  algo-
            rithms  I  have  studied  so far. The first part of the talk
            will introduce the terminology and the early algorithms that
            were  developed  for  computing  frequent  itemsets.  In the
            second part I will discuss  more  advanced  algorithms  that
            have been developed for this problem.
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