-
1
-
-
0001371923
-
Fast discovery of association rules
-
AAAI
-
Agrawal R, Mannila H, Srikant R, Toivonen H, Verkamo AI (1996) Fast discovery of association rules. In: Advances in knowledge discovery and data mining, AAAI, pp 307-328
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 307-328
-
-
Agrawal, R.1
Mannila, H.2
Srikant, R.3
Toivonen, H.4
Verkamo, A.I.5
-
3
-
-
0032091573
-
Efficiently mining long patterns from databases
-
Bayardo R (1998) Efficiently mining long patterns from databases. In: Proceedings of SIGMOD'98, pp 85-93
-
(1998)
Proceedings of SIGMOD
, vol.98
, pp. 85-93
-
-
Bayardo, R.1
-
7
-
-
0002758989
-
Mining surprising patterns using temporal description length
-
Morgan Kaufmann, San Francisco
-
Chakrabarti S, Sarawagi S, Dom B (1998) Mining surprising patterns using temporal description length. In: Proceedings of VLDB'98, Morgan Kaufmann, San Francisco, pp 606-617
-
(1998)
Proceedings of VLDB'98
, pp. 606-617
-
-
Chakrabarti, S.1
Sarawagi, S.2
Dom, B.3
-
8
-
-
34547803269
-
Summarization-compressing data into an informative representation
-
Chandola V,Kumar V (2007) Summarization-compressing data into an informative representation.Knowl Inf Syst 12(3):355-378
-
(2007)
Knowl Inf Syst
, vol.12
, Issue.3
, pp. 355-378
-
-
Chandola, V.1
Kumar, V.2
-
12
-
-
11344275687
-
Simplest rules characterizing classes generated by δ-free sets
-
Crémilleux B, Boulicaut JF (2002) Simplest rules characterizing classes generated by δ-free sets. In: Proceeding of KBSAAI'02, pp 33-46
-
(2002)
Proceeding of KBSAAI'02
, pp. 33-46
-
-
Crémilleux, B.1
Boulicaut, J.F.2
-
14
-
-
34547284903
-
On data mining, compression, and Kolmogorov complexity
-
DOI 10.1007/s10618-006-0057-3, 10th Anniversary Issue
-
Faloutsos C,Megalooikonomou V (2007) On data mining, compression and Kolmogorov complexity. Data Min Knowl Discov 15(1):3-20 (Pubitemid 47142808)
-
(2007)
Data Mining and Knowledge Discovery
, vol.15
, Issue.1
, pp. 3-20
-
-
Faloutsos, C.1
Megalooikonomou, V.2
-
16
-
-
37049039428
-
Assessing data mining results via swap randomization
-
Gionis A, Mannila H, Mielikäinen T, Tsaparas P (2007) Assessing data mining results via swap randomization. ACM Trans Knowl Discov Data 1(3):14
-
(2007)
ACM Trans Knowl Discov Data
, vol.1
, Issue.3
, pp. 14
-
-
Gionis, A.1
Mannila, H.2
Mielikäinen, T.3
Tsaparas, P.4
-
18
-
-
33645034499
-
Minimum description length tutorial
-
Grünwald P, Myung I (eds), MIT Press, Cambridge
-
Grünwald PD (2005) Minimum description length tutorial. In: Grünwald P, Myung I (eds) Advances in minimum description length. MIT Press, Cambridge
-
(2005)
Advances in Minimum Description Length
-
-
Grünwald, P.D.1
-
21
-
-
36849033944
-
Finding low-entropy sets and trees from binary data
-
DOI 10.1145/1281192.1281232, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Heikinheimo H, Hinkkanen E, Mannila H, Mielikäinen T, Seppänen JK (2007) Finding low-entropy sets and trees from binary data. In: Proceedings of KDD'07, pp 350-359 (Pubitemid 350229222)
-
(2007)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 350-359
-
-
Heikinheimo, H.1
Seppanen, J.K.2
Hinkkanen, E.3
Mannila, H.4
Mielikainen, T.5
-
23
-
-
0003037529
-
Reducibility among combinatorial problems
-
Miller R, Thatcher J (eds) Plenum Press, New York, USA
-
Karp RM (1972) Reducibility among combinatorial problems. In: Miller R, Thatcher J (eds) Proceedings of a symposium on the complexity of computer computations. Plenum Press, New York, USA, pp 85-103
-
(1972)
Proceedings of A Symposium on the Complexity of Computer Computations
, pp. 85-103
-
-
Karp, R.M.1
-
25
-
-
33847394102
-
Compression-based data mining of sequential data
-
DOI 10.1007/s10618-006-0049-3
-
Keogh E, Lonardi S, Ratanamahatana CA, Wei L, Lee SH, Handley J (2007) Compression-based data mining of sequential data. Data Min Knowl Discov 14(1):99-129 (Pubitemid 46345357)
-
(2007)
Data Mining and Knowledge Discovery
, vol.14
, Issue.1
, pp. 99-129
-
-
Keogh, E.1
Lonardi, S.2
Ratanamahatana, C.A.3
Wei, L.4
Lee, S.-H.5
Handley, J.6
-
28
-
-
0001880210
-
KDD-Cup 2000 organizers' report: Peeling the onion
-
Kohavi R, Brodley C, Frasca B, Mason L, Zheng Z (2000) KDD-Cup 2000 organizers' report: peeling the onion. SIGKDD Explor 2(2):86-98. http://www.ecn.purdue.edu/KDDCUP
-
(2000)
SIGKDD Explor
, vol.2
, Issue.2
, pp. 86-98
-
-
Kohavi, R.1
Brodley, C.2
Frasca, B.3
Mason, L.4
Zheng, Z.5
-
29
-
-
52649132363
-
Discovering relational items sets efficiently
-
Zaki M, Wang K (eds)
-
Koopman A, Siebes A (2008) Discovering relational items sets efficiently. In: Zaki M, Wang K (eds) Proceedings of SDM'08, SIAM, pp 108-119
-
(2008)
Proceedings of SDM'08 SIAM
, pp. 108-119
-
-
Koopman, A.1
Siebes, A.2
-
32
-
-
84948104699
-
Integrating classification and association rule mining
-
Liu B, Hsu W, Ma Y (1998) Integrating classification and association rule mining. In: Proceedings of KDD'98, pp 80-86
-
(1998)
Proceedings of KDD'98
, pp. 80-86
-
-
Liu, B.1
Hsu, W.2
Ma, Y.3
-
34
-
-
0001128875
-
Multiple uses of frequent sets and condensed representations
-
Mannila H,ToivonenH(1996) Multiple uses of frequent sets and condensed representations. In: Proceedings of KDD'96, pp 189-194
-
(1996)
Proceedings of KDD'96
, pp. 189-194
-
-
Htoivonenh, M.1
-
35
-
-
21944442464
-
Levelwise search and borders of theories in knowledge discovery
-
Mannila H, Toivonen H (1997) Levelwise search and borders of theories in knowledge discovery. Data mining and knowledge discovery, pp 241-258
-
(1997)
Data Mining and Knowledge Discovery
, pp. 241-258
-
-
Mannila, H.1
Toivonen, H.2
-
38
-
-
9444289944
-
The pattern ordering problem
-
Knowledge Discovery in Databases: PKDD 2003
-
Mielikäinen T, Mannila H (2003) The pattern ordering problem. In: Proceedings of the ECML PKDD'03, pp 327-338 (Pubitemid 37231107)
-
(2003)
Lecture Notes in Computer Science
, Issue.2838
, pp. 327-338
-
-
Mielikainen, T.1
Mannila, H.2
-
39
-
-
0004260450
-
-
Academic Press London
-
Mitchell-Jones AJ, Amori G, Bogdanowicz W, Krystufek B, Reijnders PJH, Spitzenberger F, Stubbe M, Thissen JBM, Vohralik V, Zima J (1999) The atlas of European mammals. Academic Press, London
-
(1999)
The Atlas of European Mammals
-
-
Mitchell-Jones, A.J.1
Amori, G.2
Bogdanowicz, W.3
Krystufek, B.4
Reijnders, P.J.H.5
Spitzenberger, F.6
Stubbe, M.7
Thissen, J.B.M.8
Vohralik, V.9
Zima, J.10
-
41
-
-
33751311949
-
Dna copy number amplification profiling of human neoplasms
-
Myllykangas S, Himberg J, Böhling T, Nagy B, Hollmén J, Knuutila S (2006) Dna copy number amplification profiling of human neoplasms. Oncogene 25(55)
-
(2006)
Oncogene
, vol.25
, pp. 55
-
-
Myllykangas, S.1
Himberg, J.2
Böhling, T.3
Nagy, B.4
Hollmén, J.5
Knuutila, S.6
-
46
-
-
0018015137
-
Modeling by shortest data description
-
Rissanen J (1978) Modeling by shortest data description. Automatica 14(1):465-471
-
(1978)
Automatica
, vol.14
, Issue.1
, pp. 465-471
-
-
Rissanen, J.1
-
48
-
-
36849035825
-
GraphScope: Parameter-free mining of large time-evolving graphs
-
DOI 10.1145/1281192.1281266, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Sun J, Faloutsos C, Papadimitriou S, Yu PS (2007) Graphscope: parameter-free mining of large time-evolving graphs. In: Proceedings of KDD'07, pp 687-696 (Pubitemid 350229254)
-
(2007)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 687-696
-
-
Sun, J.1
Faloutsos, C.2
Papadimitriou, S.3
Yu, P.S.4
-
50
-
-
56049102665
-
Streamkrimp: Detecting change in data streams
-
Springer, Heidelberg
-
van Leeuwen M, Siebes A (2008) Streamkrimp: detecting change in data streams. In: Proceedings of ECMLPKDD'08, Springer, Heidelberg, pp 672-687
-
(2008)
Proceedings of ECMLPKDD'08
, pp. 672-687
-
-
Van Leeuwen, M.1
Siebes, A.2
-
53
-
-
67049161169
-
Filling in the blanks-Krimp minimisation for missing data
-
Vreeken J, Siebes A (2008) Filling in the blanks-Krimp minimisation for missing data. In: Proceedings of the ICDM'08, pp 1067-1072
-
(2008)
Proceedings of the ICDM'08
, pp. 1067-1072
-
-
Vreeken, J.1
Siebes, A.2
-
57
-
-
33746701845
-
HARMONY: Efficiently mining the best rules for classification
-
Wang J, Karypis G (2005) HARMONY: efficiently mining the best rules for classification. In: Proceedings of SDM'05, pp 205-216
-
(2005)
Proceedings of SDM'05
, pp. 205-216
-
-
Wang, J.1
Karypis, G.2
-
58
-
-
32544438259
-
On efficiently summarizing categorical databases
-
DOI 10.1007/s10115-005-0216-7
-
Wang J, Karypis G (2006) On efficiently summarizing categorical databases. Knowl Inf Syst 9(1):19-37 (Pubitemid 43231145)
-
(2006)
Knowledge and Information Systems
, vol.9
, Issue.1
, pp. 19-37
-
-
Wang, J.1
Karypis, G.2
-
60
-
-
0000876115
-
A mathematical model for medical diagnosis, application to congenital heart disease
-
Warner H, Toronto A, Veasey L, Stephenson R (1961) A mathematical model for medical diagnosis, application to congenital heart disease. J Am Med Assoc 177:177-184
-
(1961)
J Am Med Assoc
, vol.177
, pp. 177-184
-
-
Warner, H.1
Toronto, A.2
Veasey, L.3
Stephenson, R.4
-
62
-
-
65449190237
-
Succinct summarization of transactional databases: An overlapped hyperrectangle scheme
-
Xiang Y, Jin R, Fuhry D, Dragan FF (2008) Succinct summarization of transactional databases: an overlapped hyperrectangle scheme. In: Proceedings of KDD'08, pp 758-766
-
(2008)
Proceedings of KDD'08
, pp. 758-766
-
-
Xiang, Y.1
Jin, R.2
Fuhry, D.3
Dragan, F.F.4
-
63
-
-
33745458995
-
Mining compressed frequent-pattern sets
-
VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases
-
Xin D, Han J, Yan X, Cheng H (2005) Mining compressed frequent-pattern sets. In: Proceedings of VLDB'05, pp 709-720 (Pubitemid 43991046)
-
(2005)
VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases
, vol.2
, pp. 709-720
-
-
Xin, D.1
Han, J.2
Yan, X.3
Cheng, H.4
-
64
-
-
32344439809
-
Summarizing itemset patterns: A profile-based approach
-
DOI 10.1145/1081870.1081907, KDD-2005 - Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Yan X, Cheng H, Han J, Xin D (2005) Summarizing itemset patterns: a profile-based approach. In: Proceedings of KDD'05, pp 314-323 (Pubitemid 43218293)
-
(2005)
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 314-323
-
-
Yan, X.1
Cheng, H.2
Han, J.3
Xin, D.4
-
65
-
-
11344262990
-
CPAR:Classification based on predictive association rules
-
YinX,Han J (2003) CPAR:Classification based on predictive association rules. In: Proceedings of SDM'03, pp 331-335
-
(2003)
Proceedings of SDM'03
, pp. 331-335
-
-
Yinxhan, J.1
-
66
-
-
84944059303
-
Information-based classification by aggregating emerging patterns
-
Zhang X, Guozhu D, Ramamohanarao K (2000) Information-based classification by aggregating emerging patterns. In: Proceedings of IDEAL'00, pp 48-53 (Pubitemid 33211298)
-
(2000)
Lecture Notes in Computer Science
, Issue.1983
, pp. 48-53
-
-
Zhang, X.1
Dong, G.2
Ramamohanarao, K.3
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