J. S. Deogun, V. V. Raghavan, A. Sarkar, and H. Sever, "Data mining: Research trends, challenges, and applications, " in Roughs Sets and Data Mining: Analysis of Imprecise Data (T. Y. Lin and N. Cercone, eds.), (Boston, MA), pp. 9--45, Kluwer Academic Publishers, 1997. Home/Search Document Details and Download
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An Inductive Learning Algorithm for Production Rule Discovery - Mehmet Tolun (Correct)
....developed and applied machine learning techniques to automatically acquire knowledge from large databases and to learn rules for expert systems. The domains of data mining and machine learning intersect as they both deal with extracting interesting and previously unknown knowledge from databases[Deogun et al. 1997]. Holsheimer and Siebes, 1994] state that, in fact, when a database is used as a training set, the learning process is called data mining. 2 One of the approaches to inductive machine learning that is often used is to form a decision tree from a set of training examples. Decision tree based ....
Deogun, J. S., Raghavan, V. V., Sarkar, A., and Sever, H. (1997). "Data Mining: Research Trends, Challenges, and Applications", chapter in a book (Ed. T. Y. Lin), Kluwer Academic Publishers.
Association Mining and Formal Concept Analysis - Jitender Deogun Vijay (1998) (1 citation) Self-citation (Deogun Raghavan Sever) (Correct)
....and confidence 3 . In next section, we argue that the framework for formal concepts [4, 5] can be used as a natural basis for the analysis of association queries. 3 The more generalized version of this problem is of what we call data dependency query , which is beyond the scope of this article[3]. Transaction Product Id No. 1 2 3 4 5 6 7 8 100 200 300 400 500 600 Table 2: Context for Basket relation 2 Use of Concept Lattice for Associations A context is defined as a triple , where and are sets and . The elements of are regarded as objects and the elements of as features or ....
J. S. Deogun, V. V. Raghavan, A. Sarkar, and H. Sever, "Data mining: Research trends, challenges, and applications, " in Roughs Sets and Data Mining: Analysis of Imprecise Data (T. Y. Lin and N. Cercone, eds.), (Boston, MA), pp. 9--45, Kluwer Academic Publishers, 1997.
Association Mining and Formal Concept Analysis - Deogun, Raghavan, Sever (1998) (1 citation) Self-citation (Deogun Raghavan Sever) (Correct)
....and confidence 3 . In next section, we argue that the framework for formal concepts [4, 5] can be used as a natural basis for the analysis of association queries. 3 The more generalized version of this problem is of what we call data dependency query , which is beyond the scope of this article[3]. Transaction Product Id No. 1 2 3 4 5 6 7 8 100 Theta Theta Theta 200 Theta Theta Theta 300 Theta Theta Theta Theta 400 Theta Theta Theta Theta Theta 500 Theta Theta Theta 600 Theta Theta Theta Theta Table 2: Context for Basket relation 2 Use of Concept Lattice for ....
J. S. Deogun, V. V. Raghavan, A. Sarkar, and H. Sever, "Data mining: Research trends, challenges, and applications, " in Roughs Sets and Data Mining: Analysis of Imprecise Data (T. Y. Lin and N. Cercone, eds.), (Boston, MA), pp. 9--45, Kluwer Academic Publishers, 1997.
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