-
1
-
-
0027621699
-
Mining association rules between sets of items in large databases
-
Agrawal, R., Imielinski, T., and Swami, A. Mining association rules between sets of items in large databases, Proceedings of the ACM SIGMOD International Conference on the Management of Data, 207-216, 1993.
-
(1993)
Proceedings of the ACM SIGMOD International Conference on the Management of Data
, pp. 207-216
-
-
Agrawal, R.1
Imielinski, T.2
Swami, A.3
-
2
-
-
0013114804
-
Partial classification using association rules
-
Ali, K., Manganaris, S., and Srikant, R. Partial classification using association rules, Proceedings of KDD-97, 115-118, 1997.
-
(1997)
Proceedings of KDD-97
, pp. 115-118
-
-
Ali, K.1
Manganaris, S.2
Srikant, R.3
-
4
-
-
0030387631
-
Data mining, an overview from a databases perspective
-
Chen, M., Han, J. and Yu, P.S. Data mining, an overview from a databases perspective, IEEE Transactions on Knowledge and Data Engineering, 8, 866-883, 1996.
-
(1996)
IEEE Transactions on Knowledge and Data Engineering
, vol.8
, pp. 866-883
-
-
Chen, M.1
Han, J.2
Yu, P.S.3
-
5
-
-
84947719470
-
Comparison of classification methods
-
Choubey, S.K., Deogun, J.S., Raghavan, V.V., and Sever, H. Comparison of classification methods, Proceedings of 1997 Joint Conference in Information Sciences, 371-374, 1997.
-
(1997)
Proceedings of 1997 Joint Conference in Information Sciences
, pp. 371-374
-
-
Choubey, S.K.1
Deogun, J.S.2
Raghavan, V.V.3
Sever, H.4
-
6
-
-
44649154747
-
Model design in the Prospector consultant system for mineral exploration
-
Webber, B.L. and Nilsson, N.J. (Eds.), Tioga, Palo Atlto, CA
-
Duda, R.O., Gasching, J., and Hart, P.E. Model design in the Prospector consultant system for mineral exploration, in: Webber, B.L. and Nilsson, N.J. (Eds.), Readings in Artificial Intelligence, Tioga, Palo Atlto, CA, 334-348, 1981.
-
(1981)
Readings in Artificial Intelligence
, pp. 334-348
-
-
Duda, R.O.1
Gasching, J.2
Hart, P.E.3
-
7
-
-
0003641269
-
-
AAAI Press / MIT Press, California
-
Fayyad, U.M, Piatetsky-Shapiro, G., Smyth, P., and Uthurusamy, R. (Eds.), Advances in Knowledge Discovery and Data Mining, AAAI Press / MIT Press, California, 1996.
-
(1996)
Advances in Knowledge Discovery and Data Mining
-
-
Fayyad, U.M.1
Piatetsky-Shapiro, G.2
Smyth, P.3
Uthurusamy, R.4
-
8
-
-
0027805752
-
Abstract-driven pattern discovery in databases
-
Fhar, V. and Tuzhilin, A. Abstract-driven pattern discovery in databases, IEEE Transactions on Knowledge and Data Engineering, 5, 926-938, 1993.
-
(1993)
IEEE Transactions on Knowledge and Data Engineering
, vol.5
, pp. 926-938
-
-
Fhar, V.1
Tuzhilin, A.2
-
9
-
-
0002550403
-
The trade-off between knowledge and data in knowledge acquisition
-
Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), AAAI/MIT Press
-
Gaines, B.R. The trade-off between knowledge and data in knowledge acquisition, in: Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), Knowledge Discovery in Databases, AAAI/MIT Press, 491-505, 1991.
-
(1991)
Knowledge Discovery in Databases
, pp. 491-505
-
-
Gaines, B.R.1
-
11
-
-
0141436975
-
Zeta: A global method for discretization of continuous variables
-
Ho, K.M. and Scott, P.D. Zeta: a global method for discretization of continuous variables, Proceedings of KDD-97, 191-194, 1997.
-
(1997)
Proceedings of KDD-97
, pp. 191-194
-
-
Ho, K.M.1
Scott, P.D.2
-
12
-
-
0001927585
-
On information and sufficiency
-
Kullback, S. and Leibler, R.A. On information and sufficiency, Annals of Mathematical Statistics, 22, 79-86, 1951.
-
(1951)
Annals of Mathematical Statistics
, vol.22
, pp. 79-86
-
-
Kullback, S.1
Leibler, R.A.2
-
13
-
-
2742603563
-
Discovering knowledge in commercial databases using modern heuristic techniques
-
Iglesia, B. Debuse, J.C.W. and Rayward-Smith V.J. Discovering knowledge in commercial databases using modern heuristic techniques, Proceedings of KDD-96, 44-49, 1996.
-
(1996)
Proceedings of KDD-96
, pp. 44-49
-
-
Iglesia, B.1
Debuse, J.C.W.2
Rayward-Smith, V.J.3
-
14
-
-
43549084245
-
Evaluating the interestingness of characteristic rules
-
Kamber, M. and Shinghal, R. Evaluating the interestingness of characteristic rules, Proceedings of KDD-96, 263-266, 1996.
-
(1996)
Proceedings of KDD-96
, pp. 263-266
-
-
Kamber, M.1
Shinghal, R.2
-
16
-
-
84947747085
-
-
[30]
-
Liu, H., Lu, H., and Yao, J. Identifying relevant databases for multidatabase mining, in [30], 211-221, 1998.
-
(1998)
Identifying relevant databases for multidatabase mining
, pp. 211-221
-
-
Liu, H.1
Lu, H.2
Yao, J.3
-
18
-
-
0001128875
-
Multiple uses of frequent sets and condensed representations
-
Mannila, H. and Toivonen, H. Multiple uses of frequent sets and condensed representations, Proceedings of KDD-96, 189-194, 1996.
-
(1996)
Proceedings of KDD-96
, pp. 189-194
-
-
Mannila, H.1
Toivonen, H.2
-
19
-
-
0000112875
-
On a certain distance of sets and the corresponding distance of functions
-
Marczewski, E. and Steinhaus, H. On a certain distance of sets and the corresponding distance of functions, Colloquium Mathemmaticum, 6, 319-327, 1958.
-
(1958)
Colloquium Mathemmaticum
, vol.6
, pp. 319-327
-
-
Marczewski, E.1
Steinhaus, H.2
-
20
-
-
84861184102
-
Discovery of medical diagnostic information: An overview of methods and results
-
Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), AAAI/MIT Press
-
McLeish, M., Yao, P., Garg, M., and Stirtzinger, T. Discovery of medical diagnostic information: an overview of methods and results, in: Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), Knowledge Discovery in Databases, AAAI/MIT Press, 477-490, 1991.
-
(1991)
Knowledge Discovery in Databases
, pp. 477-490
-
-
McLeish, M.1
Yao, P.2
Garg, M.3
Stirtzinger, T.4
-
21
-
-
0040292538
-
-
Tioga
-
Michalski, R.S., Carbonell, J.G., and Mitchell, T.M. (Eds.), Machine Learning, Tioga, 1983.
-
(1983)
Machine Learning
-
-
Michalski, R.S.1
Carbonell, J.G.2
Mitchell, T.M.3
-
23
-
-
33744584654
-
Induction of decision trees
-
Quinlan, J.R. Induction of decision trees, Machine Learning, 1, 81-106, 1986.
-
(1986)
Machine Learning
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
24
-
-
0010012318
-
Incremental learning from noisy data
-
Schlimmer, J.C. and Granger, Jr. R.H. Incremental learning from noisy data, Machine Learning, 1, 317-354, 1986.
-
(1986)
Machine Learning
, vol.1
, pp. 317-354
-
-
Schlimmer, J.C.1
Granger, R.H.2
-
25
-
-
0002877253
-
Discovery, analysis, and presentation of strong rules
-
Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), AAAI/MIT Press
-
Piatetsky-Shapiro, G. Discovery, analysis, and presentation of strong rules, in: Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), Knowledge Discovery in Databases, AAAI/MIT Press, 229-238, 1991.
-
(1991)
Knowledge Discovery in Databases
, pp. 229-238
-
-
Piatetsky-Shapiro, G.1
-
26
-
-
56349114139
-
Metapattern generation for integrated data mining
-
Shen, W. and Leng, B. Metapattern generation for integrated data mining, Proceedings of KDD-96, 152-157, 1996.
-
(1996)
Proceedings of KDD-96
, pp. 152-157
-
-
Shen, W.1
Leng, B.2
-
27
-
-
11344285341
-
Beyond market baskets: Generalizing association rules to dependence rules
-
Silverstein, C., Brin, S., and Motwani, R. Beyond market baskets: generalizing association rules to dependence rules, Data Mining and Knowledge Discovery, 2, 39-68, 1998.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, pp. 39-68
-
-
Silverstein, C.1
Brin, S.2
Motwani, R.3
-
28
-
-
0002947110
-
Rule induction using information theory
-
Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), AAAI/MIT Press
-
Smyth, P. and Goodman, R.M. Rule induction using information theory, in: Piatetsky-Shapiro, G. and Frawley, W.J. (Eds.), Knowledge Discovery in Databases, AAAI/MIT Press, 159-176, 1991.
-
(1991)
Knowledge Discovery in Databases
, pp. 159-176
-
-
Smyth, P.1
Goodman, R.M.2
-
29
-
-
56349112087
-
Automated discovery of functional components of proteins from amino-acid sequences based on rough sets and change of representation
-
Tsumoto, S. and Tanaka, H. Automated discovery of functional components of proteins from amino-acid sequences based on rough sets and change of representation, Proceedings of KDD-95, 318-324, 1995.
-
(1995)
Proceedings of KDD-95
, pp. 318-324
-
-
Tsumoto, S.1
Tanaka, H.2
-
30
-
-
0442277380
-
-
Springer, Berlin
-
Wu, X., Kotagiri, R, and Bork, K.B. (Eds.), Research and Development in Knowledge Discovery and Data Mining, Springer, Berlin, 1998.
-
(1998)
Research and Development in Knowledge Discovery and Data Mining
-
-
Wu, X.1
Kotagiri, R.2
Bork, K.B.3
-
31
-
-
84864969666
-
Searching multiple databases for interesting complexes
-
Lu, H., Motoda, H., and Liu, H. (Eds.), World Scientific, Singapore
-
Yao, J. and Liu, H. Searching multiple databases for interesting complexes, in: Lu, H., Motoda, H., and Liu, H. (Eds.), KDD: Techniques and Applications, World Scientific, Singapore, 1997.
-
(1997)
KDD: Techniques and Applications
-
-
Yao, J.1
Liu, H.2
-
32
-
-
84982461894
-
Measuring retrieval performance based on user preference of documents
-
Yao, Y.Y. Measuring retrieval performance based on user preference of documents, Journal of the American Society for Information Science, 46, 133-145, 1995.
-
(1995)
Journal of the American Society for Information Science
, vol.46
, pp. 133-145
-
-
Yao, Y.Y.1
-
34
-
-
0000507691
-
Soft techniques for rule discovery in data
-
Zhong, N., Dong, J., Fujitsu, S., and Ohsuga, S. Soft techniques for rule discovery in data, Transactions of Information Processing Society of Japan, 39, 2581-2592, 1998.
-
(1998)
Transactions of Information Processing Society of Japan
, vol.39
, pp. 2581-2592
-
-
Zhong, N.1
Dong, J.2
Fujitsu, S.3
Ohsuga, S.4
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