| Heikki Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of LNCS, pages 57--68. Springer, 2002. |
....algorithm exists only for xed quorum. 1 Introduction Identifying repeated patterns in strings is a computationally demanding task on the large data sets available in computational biology, data mining, textual document processing, system security, and other areas; for instance, see [6]. We consider patterns with don t cares in a given string s of n symbols drawn over an alphabet . The don t care is a special symbol matching any symbol of ; for example, pattern TE matches both TTE and TEE inside s = COMMITTEE (note that a pattern cannot have a don t care at the beginning or ....
H. Mannila. Local and global methods in data mining: basic techniques and open problems. In P. et al., editor, International Colloquium on Automata, Languages, and Programming, volume 2380 of LNCS, pages 57-68. Springer-Verlag, 2002.
....and Wellcome Trust Foundation. 1 Introduction Identifying repetitive patterns in strings (sequences) is a computationally demanding task on the large data sets available in computational biology, data mining, textual document processing, system security, and other areas; for instance, see [10]. We consider patterns with don t cares in a given string s of n symbols drawn over an alphabet . The don t care is a special symbol matching any symbol of ; for example, pattern TE matches both TTE and TEE inside s = COMMITTEE. Note that a pattern cannot have a don t care at the beginning ....
H. Mannila. Local and global methods in data mining: basic techniques and open problems. In P. W. et al., editor, 29th International Colloquium on Automata, Languages, and Programming, volume 2380 of Lecture Notes in Computer Science, pages 57-68. Springer-Verlag, 2002.
....e#cient algorithms minimizing several error functions. In addition, we show that the discretizations can be used to find small approximate condensed representations for the frequent patterns. 1 Introduction Finding interesting patterns from data sets is the fundamental problem in data mining [24, 25, 34]. This problem is known as the pattern discovery problem. The interestingness of a pattern depends (at least) on the data set and the objective of the data analysis. While surprising patterns could be interesting one day, some other day it might be more interesting to find regularities of the ....
H. Mannila, Local and global methods in data mining: Basic techniques and open problems, in Automata, Languages and Programming, P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, eds., vol. 2380 of Lecture Notes in Computer Science, Springer-Verlag, 2002, pp. 57--68.
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Heikki Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of LNCS, pages 57--68. Springer, 2002.
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Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of Lecture Notes in Computer Science., Springer-Verlag (2002) 57--68
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Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of Lecture Notes in Computer Science., Springer-Verlag (2002) 57--68
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H. Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of Lecture Notes in Computer Science, pages 57--68. Springer-Verlag, 2002.
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H. Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of Lecture Notes in Computer Science, pages 57--68. Springer-Verlag, 2002.
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Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Ruiz, F.T., Bueno, R.M., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming, 29th International Colloquium, ICALP 2002, Malaga, Spain, July 8-13, 2002, Proceedings. Volume 2380 of Lecture Notes in Computer Science. Springer (2002) 57--68
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Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of Lecture Notes in Computer Science., Springer-Verlag (2002) 57--68
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of LNCS., Springer-Verlag (2002) 57--68
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of LNCS., Springer-Verlag (2002) 57--68
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Ruiz, F.T., Bueno, R.M., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming, 29th International Colloquium, ICALP 2002, Malaga, Spain, July 8-13, 2002, Proceedings. Volume 2380 of Lecture Notes in Computer Science. Springer (2002) 57--68
No context found.
Heikki Mannila. Local and global methods in data mining: Basic techniques and open problems. In ICALP 2002.
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of LNCS., Springer-Verlag (2002) 57--68
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of LNCS., Springer-Verlag (2002) 57--68
No context found.
Mannila, H.: Local and global methods in data mining: Basic techniques and open problems. In Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R., eds.: Automata, Languages and Programming. Volume 2380 of Lecture Notes in Computer Science., Springer-Verlag (2002) 57--68
No context found.
H. Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of Lecture Notes in Computer Science, pages 57--68. Springer-Verlag, 2002.
No context found.
H. Mannila. Local and global methods in data mining: Basic techniques and open problems. In P. Widmayer, F. Triguero, R. Morales, M. Hennessy, S. Eidenbenz, and R. Conejo, editors, Automata, Languages and Programming, volume 2380 of Lecture Notes in Computer Science, pages 57--68. Springer-Verlag, 2002.
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Heikki Mannila. Local and global methods in data mining: Basic techniques and open problems. In ICALP 2002.
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