... Conference on Knowledge Discovery
and Data Mining; 20 00 Aug 20 -23 ; Boston , MA, pp. 81-90.
Geurts, P. Pattern extraction for time series classification. Proceedings of Principles of Data
Mining and Knowledge ... 4
th
Int’l
Conference on Knowledge Discovery and Data Mining; 1998 Aug 27 -31; New York,
NY, pp 23 9 -24 1.
Keogh, E. and Kasetty, S. On the Need for...
... Equations 12. 17- 12. 18 with the following equations:
min
w,b,e
1
2
w
2
+
γ
1
2
n
∑
i=1
e
2
i
( 12. 29)
Subject to
y
i
·((w ·
Φ
(x
i
)) + b)=1 −e
i
,
i = 1, ,n
( 12. 30)
Important differences with standard ... (Equation 12. 25) while replacing the quadratic
function in Equation 12. 26 with a linear function subject to constraints on the error
of kernel expansion (Equation 12. 25)...
... greedy data mining methods
(Freitas 20 02a; Dhar et al. 20 00; Papagelis & Kalles 20 01; Freitas 20 01, 20 02c).
O. Maimon, L. Rokach (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed., ... candidate conditions, the rule is still incomplete, being
just a partial solution, so that the rule evaluation function is somewhat shortsighted
(Freitas 20 01, 20 02a...
... Data, pages 26 5 27 6, Tucson, AZ, USA.
Fayyad, U. M., Piatetsky-Shapiro, G., and Smyth, P. (1996). Advances in Knowledge Dis-
covery and Data Mining, chapter 1: From Data Mining to Knowledge Discovery: ... Roddick, J. F. (20 00). Higher order mining: Modeling and mining
the results of knowledge discovery. In Proceedings of the Second Conference on Data
Mining Me...
... extension to SQL for mining association rules. Data
Mining and Knowledge Discovery, 2( 2):195 22 4, 1998.
K. Morik and M. Scholz. The Mining Mart approach to knowledge discovery in databases.
In Intelligent ... In-
ductive Queries, volume 26 82 of LNCS, pages 3 26 . Springer-Verlag, 20 04.
J F. Boulicaut and B. Jeudy. Constraint-based Data Mining. In Data Mining...
... Schler, Y., and Za-
mir, O. (1998). Text Mining at the Term Level. Paper presented at the In Proceedings of
the 2nd European Symposium on Principles of Data Mining and Knowledge Discovery,
Nantes, ... Current Research and Practice in Informa-
tion Extraction and Retrieval: 22 7 -24 2.
Hayes, P. J., Andersen, P. M., Nirenburg, I. B., and Schmandt, L. M. (1990). Tcs: a shel...