-
1
-
-
0027621699
-
Mining association rules between sets of items in large databases. In: Proceedings of the 1993 ACM SIGMOD international ACM Press, conference on management of data
-
Agrawal R, Imielinski T, Swami AN (1993) Mining association rules between sets of items in large databases. In: Proceedings of the 1993 ACM SIGMOD international ACM Press, conference on management of data, pp 207–216
-
(1993)
pp 207–216
-
-
Agrawal, R.1
Imielinski, T.2
Swami, A.N.3
-
2
-
-
0029212693
-
Mining sequential patterns. In: ICDE. IEEE Press
-
Agrawal R, Srikant R (1995) Mining sequential patterns. In: ICDE. IEEE Press, pp 3–14
-
(1995)
pp 3–14
-
-
Agrawal, R.1
Srikant, R.2
-
3
-
-
84944354088
-
-
Asuncion A, Newman D (n.d.) UCI Machine Learning Repository
-
Asuncion A, Newman D (n.d.) UCI Machine Learning Repository
-
-
-
-
4
-
-
84866050050
-
Mining recent temporal patterns for event detection in multivariate time series data. In: Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining, pp 280–288
-
Batal I, Fradkin D, Harrison J, Moerchen F, Hauskrecht M (2012) Mining recent temporal patterns for event detection in multivariate time series data. In: Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining, pp 280–288. doi:10.1145/2339530.2339578
-
(2012)
doi:10.1145/2339530.2339578
-
-
Batal, I.1
Fradkin, D.2
Harrison, J.3
Moerchen, F.4
Hauskrecht, M.5
-
5
-
-
84856065603
-
Hauskrecht M (2011) A pattern mining approach for classifying multivariate temporal data
-
Batal I, Valizadegan H, Cooper GF, Hauskrecht M (2011) A pattern mining approach for classifying multivariate temporal data. In: Proceedings of the 2011 IEEE international conference on bioinformatics and biomedicine, pp 358–365. doi:10.1109/BIBM.2011.39
-
In: Proceedings of the 2011 IEEE international conference on bioinformatics and biomedicine, pp 358–365. doi:10.1109/BIBM
, vol.2011
, pp. 39
-
-
Batal, I.1
Valizadegan, H.2
Cooper, G.F.3
-
6
-
-
58549089000
-
One in a million: picking the right patterns
-
Bringmann B, Zimmermann A (2008) One in a million: picking the right patterns. Knowl Inf Syst 18(1):61–81
-
(2008)
Knowl Inf Syst
, vol.18
, Issue.1
, pp. 61-81
-
-
Bringmann, B.1
Zimmermann, A.2
-
7
-
-
33750340279
-
Dont be afraid of simpler patterns. In: Frnkranz J, Scheffer T, Spiliopoulou M (eds) Knowledge discovery in databases: PKDD 2006, vol 4213 of LNCS. Springer, Berlin, pp 55–66
-
Bringmann B, Zimmermann A, Raedt L, Nijssen S (2006) Dont be afraid of simpler patterns. In: Frnkranz J, Scheffer T, Spiliopoulou M (eds) Knowledge discovery in databases: PKDD 2006, vol 4213 of LNCS. Springer, Berlin, pp 55–66. doi:10.1007/11871637_10
-
(2006)
doi:10.1007/11871637_10
-
-
Bringmann, B.1
Zimmermann, A.2
Raedt, L.3
Nijssen, S.4
-
8
-
-
83755201272
-
Motif-based classification of time series with bayesian networks and svms. In: Fink A, Lausen B, Seidel W, Ultsch A (eds) Advances in data analysis, data handling and business intelligence. Studies in classification, data analysis, and knowledge organization. Springer, Berlin, pp 105–114
-
Buza K, Schmidt-Thieme L (2010) Motif-based classification of time series with bayesian networks and svms. In: Fink A, Lausen B, Seidel W, Ultsch A (eds) Advances in data analysis, data handling and business intelligence. Studies in classification, data analysis, and knowledge organization. Springer, Berlin, pp 105–114. doi:10.1007/978-3-642-01044-6_9
-
(2010)
doi:10.1007/978-3-642-01044-6_9
-
-
Buza, K.1
Schmidt-Thieme, L.2
-
9
-
-
85018121586
-
The use of MMR, diversity-based reranking for reordering documents and producing summaries. In: Proceedings of SIGIR
-
Carbonell J, Coldstein J (1998) The use of MMR, diversity-based reranking for reordering documents and producing summaries. In: Proceedings of SIGIR, p 335336
-
(1998)
p 335336
-
-
Carbonell, J.1
Coldstein, J.2
-
11
-
-
52649163329
-
Direct discriminative pattern mining for effective classification. In: ICDE
-
Cheng H, Yan X, Han J, Yu PS (2008) Direct discriminative pattern mining for effective classification. In: ICDE, pp 169–178
-
(2008)
pp 169–178
-
-
Cheng, H.1
Yan, X.2
Han, J.3
Yu, P.S.4
-
14
-
-
50949133669
-
Liblinear: a library for large linear classification
-
Fan R-E, Chang K-W, Hsieh C-J, Wang X-R, Lin C-J (2008) Liblinear: a library for large linear classification. J Mach Learn Res 9:1871–1874
-
(2008)
J Mach Learn Res
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
15
-
-
65449172082
-
Direct mining of discriminative and essential frequent patterns via model-based search tree. In: KDD
-
Fan W, Zhang K, Cheng H, Gao J, Yan X, Han J, Yu PS, Verscheure O (2008) Direct mining of discriminative and essential frequent patterns via model-based search tree. In: KDD, pp 230–238
-
(2008)
pp 230–238
-
-
Fan, W.1
Zhang, K.2
Cheng, H.3
Gao, J.4
Yan, X.5
Han, J.6
Yu, P.S.7
Verscheure, O.8
-
16
-
-
34548074835
-
Learning models and formulas of a temporal event logic. PhD thesis
-
West Lafayette, IN: USA
-
Fern A (2004) Learning models and formulas of a temporal event logic. PhD thesis, Purdue University, West Lafayette, IN, USA
-
(2004)
Purdue University
-
-
Fern, A.1
-
17
-
-
77956235327
-
Margin-closed frequent sequential pattern mining. KDD workshop on useful patterns. ACM, New York, NY
-
Fradkin D, Moerchen F (2010) Margin-closed frequent sequential pattern mining. KDD workshop on useful patterns. ACM, New York, NY, USA, pp 45–54
-
(2010)
USA
, pp. 45-54
-
-
Fradkin, D.1
Moerchen, F.2
-
19
-
-
33745561205
-
An introduction to variable and feature selection
-
Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3:1157–1182
-
(2003)
J Mach Learn Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
21
-
-
0039253846
-
Mining frequent patterns without candidate generation. In: Proceedings of the ACM SIGMOD international conference on management of data. ACM Press
-
Han J, Pei J, Yin Y (2000) Mining frequent patterns without candidate generation. In: Proceedings of the ACM SIGMOD international conference on management of data. ACM Press, pp 1–12
-
(2000)
pp 1–12
-
-
Han, J.1
Pei, J.2
Yin, Y.3
-
22
-
-
0039253846
-
Mining frequent patterns without candidate generation. In: SIGMOD
-
Han J, Pei J, Yin Y (2000) Mining frequent patterns without candidate generation. In: SIGMOD, pp 1–12
-
(2000)
pp 1–12
-
-
Han, J.1
Pei, J.2
Yin, Y.3
-
23
-
-
65449125907
-
Fast logistic regression for text categorization with variable-length n-grams. In: KDD
-
Ifrim G, Bakir GH, Weikum G (2008) Fast logistic regression for text categorization with variable-length n-grams. In: KDD, pp 354–362
-
(2008)
pp 354–362
-
-
Ifrim, G.1
Bakir, G.H.2
Weikum, G.3
-
24
-
-
80052661040
-
Bounded coordinate-descent for biological sequence classification in high dimensional predictor space
-
Ifrim G, Wiuf C (2011) Bounded coordinate-descent for biological sequence classification in high dimensional predictor space. In: KDD
-
(2011)
In: KDD
-
-
Ifrim, G.1
Wiuf, C.2
-
26
-
-
78149232135
-
Learning and playing in wubble world. In: Proceedings of the fourth artificial intelligence and interactive digital entertainment conference
-
Kerr W, Cohen P, Chang Y-H (2008) Learning and playing in wubble world. In: Proceedings of the fourth artificial intelligence and interactive digital entertainment conference, pp 66–71
-
(2008)
pp 66–71
-
-
Kerr, W.1
Cohen, P.2
Chang, Y.-H.3
-
28
-
-
79953173566
-
Mining discriminative patterns for classifying trajectories on road networks
-
Lee J-G, Han J, Li X, Cheng H (2011) Mining discriminative patterns for classifying trajectories on road networks. IEEE Trans Knowl Data Eng 23(5):713–726
-
(2011)
IEEE Trans Knowl Data Eng
, vol.23
, Issue.5
, pp. 713-726
-
-
Lee, J.-G.1
Han, J.2
Li, X.3
Cheng, H.4
-
29
-
-
33745781710
-
A symbolic representation of time series, with implications for streaming algorithms. In: Proceedings of the 2003 ACM SIGMOD workshop on research issues in data mining and knowledge discovery. ACM Press, pp 2–11
-
Lin J, Keogh E, Lonardi S, Chiu B (2003) A symbolic representation of time series, with implications for streaming algorithms. In: Proceedings of the 2003 ACM SIGMOD workshop on research issues in data mining and knowledge discovery. ACM Press, pp 2–11. URL:http://citeseer.ist.psu.edu/583097.html
-
(2003)
URL:http://citeseer.ist.psu.edu/583097.html
-
-
Lin, J.1
Keogh, E.2
Lonardi, S.3
Chiu, B.4
-
30
-
-
84908630923
-
Mining closed discriminative dyadic sequential patterns
-
Lo D, Cheng H, Cia L (2011) Mining closed discriminative dyadic sequential patterns. In: EDBT
-
(2011)
In: EDBT
-
-
Lo, D.1
Cheng, H.2
Cia, L.3
-
31
-
-
69449099775
-
Classification of software behaviros for failure detection: a discriminative pattern mining approach
-
In, Proceedings of KDD
-
Lo D, Han J, Cheng H, Khoo S-C, Sun C (2009) Classification of software behaviros for failure detection: a discriminative pattern mining approach. In: Proceedings of KDD
-
(2009)
-
-
Lo, D.1
Han, J.2
Cheng, H.3
Khoo, S.-C.4
Sun, C.5
-
32
-
-
31344457479
-
Fast and memory efficient mining of frequent closed itemsets
-
Lucchese C, Orlando S, Perego R (2006) Fast and memory efficient mining of frequent closed itemsets. IEEE Trans Knowl Data Eng 18(1):21–36
-
(2006)
IEEE Trans Knowl Data Eng
, vol.18
, Issue.1
, pp. 21-36
-
-
Lucchese, C.1
Orlando, S.2
Perego, R.3
-
33
-
-
84894641189
-
Sensor signal data set for exploring context recognition of mobile devices. In: Proceedings of PERVASIVE. Springer
-
Mäntyjärvi J, Himberg J, Kangas P, Tuomela U, Huuskonen P (2004) Sensor signal data set for exploring context recognition of mobile devices. In: Proceedings of PERVASIVE. Springer, pp 18–23
-
(2004)
pp 18–23
-
-
Mäntyjärvi, J.1
Himberg, J.2
Kangas, P.3
Tuomela, U.4
Huuskonen, P.5
-
34
-
-
80053305876
-
Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression
-
Moerchen F, Thies M, Ultsch A (2011) Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression. Knowl Inf Syst 29:55–80. doi:10.1007/s10115-010-0329-5
-
(2011)
Knowl Inf Syst
, vol.29
, pp. 55-80
-
-
Moerchen, F.1
Thies, M.2
Ultsch, A.3
-
35
-
-
32344436715
-
Optimizing time series discretization for knowledge discovery. In: Proceedings of the ACM SIGKDD. ACM Press
-
Mörchen F, Ultsch A (2005) Optimizing time series discretization for knowledge discovery. In: Proceedings of the ACM SIGKDD. ACM Press, pp 660–665
-
(2005)
pp 660–665
-
-
Mörchen, F.1
Ultsch, A.2
-
36
-
-
34548085733
-
Efficient mining of understandable patterns from multivariate interval time series
-
Mörchen F, Ultsch A (2007) Efficient mining of understandable patterns from multivariate interval time series. Data Min Knowl Discov 15(2):181–215. doi:10.1007/s10618-007-0070-1
-
(2007)
Data Min Knowl Discov
, vol.15
, Issue.2
, pp. 181-215
-
-
Mörchen, F.1
Ultsch, A.2
-
37
-
-
0033687894
-
Traversing itemset lattice with statistical metric pruning. In: PODS
-
Morishita S, Sese J (2000) Traversing itemset lattice with statistical metric pruning. In: PODS, pp 226–236
-
(2000)
pp 226–236
-
-
Morishita, S.1
Sese, J.2
-
38
-
-
33745796166
-
Multi-class correlated pattern mining. In: Bonchi F, Boulicaut J-F (eds) Knowledge discovery in inductive databases, vol 3933 of LNCS. Springer, Berlin, pp 165–187
-
Nijssen S, Kok J (2006) Multi-class correlated pattern mining. In: Bonchi F, Boulicaut J-F (eds) Knowledge discovery in inductive databases, vol 3933 of LNCS. Springer, Berlin, pp 165–187. doi:10.1007/11733492_10
-
(2006)
doi:10.1007/11733492_10
-
-
Nijssen, S.1
Kok, J.2
-
39
-
-
67650248676
-
Pruning strategies based on the upper bound of information gain for discriminative subgraph mining. In: PKAW’08
-
Ohara K, Hara M, Takabayashi K, Motoda H, Washio T (2008) Pruning strategies based on the upper bound of information gain for discriminative subgraph mining. In: PKAW’08, pp 50–60
-
(2008)
pp 50–60
-
-
Ohara, K.1
Hara, M.2
Takabayashi, K.3
Motoda, H.4
Washio, T.5
-
41
-
-
0035016443
-
PrefixSpan: mining sequential patterns efficiently by prefix-projected pattern growth. In: Proceedings of the IEEE ICDE. IEEE Press
-
Pei J, Han J, Mortazavi-Asl B, Pinto H, Chen Q, Dayal U, Hsu M-C (2001) PrefixSpan: mining sequential patterns efficiently by prefix-projected pattern growth. In: Proceedings of the IEEE ICDE. IEEE Press, pp 215–224
-
(2001)
pp 215–224
-
-
Pei, J.1
Han, J.2
Mortazavi-Asl, B.3
Pinto, H.4
Chen, Q.5
Dayal, U.6
Hsu, M.-C.7
-
42
-
-
35048831030
-
Itemset classified clustering, In: Boulicaut J-F, Esposito F, Giannotti F, Pedreschi D (eds) Knowledge discovery in databases: PKDD 2004, vol 3202 of LNCS. Springer, Berlin, pp 398–409
-
Sese J, Morishita S (2004) Itemset classified clustering, In: Boulicaut J-F, Esposito F, Giannotti F, Pedreschi D (eds) Knowledge discovery in databases: PKDD 2004, vol 3202 of LNCS. Springer, Berlin, pp 398–409. doi:10.1007/978-3-540-30116-5_37
-
(2004)
doi:10.1007/978-3-540-30116-5_37
-
-
Sese, J.1
Morishita, S.2
-
43
-
-
84907021022
-
Log-based predictive maintenance, In: Proceedings of the 20th ACM SIGKDD international conference on knowledge discovery and data mining, pp 1867–1876
-
Sipos R, Fradkin D, Moerchen F, Wang Z (2014) Log-based predictive maintenance, In: Proceedings of the 20th ACM SIGKDD international conference on knowledge discovery and data mining, pp 1867–1876. doi:10.1145/2623330.2623340
-
(2014)
doi:10.1145/2623330.2623340
-
-
Sipos, R.1
Fradkin, D.2
Moerchen, F.3
Wang, Z.4
-
44
-
-
84897708583
-
Mining sequential patterns: generalizations and performance improvements. In: Proceedings of the 5th international conference on extending database technology (EDBT). Springer, pp 3–17
-
Srikant R, Agrawal R (1996) Mining sequential patterns: generalizations and performance improvements. In: Proceedings of the 5th international conference on extending database technology (EDBT). Springer, pp 3–17. URL:http://citeseer.ist.psu.edu/article/srikant96mining.html
-
(1996)
URL:http://citeseer.ist.psu.edu/article/srikant96mining.html
-
-
Srikant, R.1
Agrawal, R.2
-
45
-
-
0032304547
-
Real-time American sign language recognition using desk and wearable computer-based video
-
Starner T, Weaver J, Pentland A (1998) Real-time American sign language recognition using desk and wearable computer-based video. IEEE Trans Pattern Anal Mach Intell 20(12):1371–1375. doi:10.1109/34.735811
-
(1998)
IEEE Trans Pattern Anal Mach Intell
, vol.20
, Issue.12
, pp. 1371-1375
-
-
Starner, T.1
Weaver, J.2
Pentland, A.3
-
46
-
-
2442446148
-
BIDE: Efficient mining of frequent closed sequences. In: ICDE. IEEE Press
-
Wang J, Han J (2004) BIDE: Efficient mining of frequent closed sequences. In: ICDE. IEEE Press, pp 79–90
-
(2004)
pp 79–90
-
-
Wang, J.1
Han, J.2
-
47
-
-
34347216715
-
Frequent closed sequence mining without candidate maintenance
-
Wang J, Han J, Li C (2007) Frequent closed sequence mining without candidate maintenance. IEEE Trans Knowl Data Eng 19(8):1042–1056
-
(2007)
IEEE Trans Knowl Data Eng
, vol.19
, Issue.8
, pp. 1042-1056
-
-
Wang, J.1
Han, J.2
Li, C.3
-
48
-
-
34247574865
-
Mining nonambiguous temporal patterns for interval-based events
-
Wu S-Y, Chen Y-L (2007) Mining nonambiguous temporal patterns for interval-based events. IEEE Trans Knowl Data Eng 19(6):742–758
-
(2007)
IEEE Trans Knowl Data Eng
, vol.19
, Issue.6
, pp. 742-758
-
-
Wu, S.-Y.1
Chen, Y.-L.2
-
51
-
-
0003141935
-
A comparative study on feature selection in text categorization. In: ICML
-
Yang Y, Pedersen J (1997) A comparative study on feature selection in text categorization. In: ICML, pp 412–420
-
(1997)
pp 412–420
-
-
Yang, Y.1
Pedersen, J.2
-
52
-
-
0034826102
-
Spade: an efficient algorithm for mining frequent sequences
-
Zaki M (2001) Spade: an efficient algorithm for mining frequent sequences. Mach Learn 42:31–60
-
(2001)
Mach Learn
, vol.42
, pp. 31-60
-
-
Zaki, M.1
|