메뉴 건너뛰기




Volumn , Issue , 2013, Pages 448-457

Mining probabilistic frequent spatio-temporal sequential patterns with gap constraints from uncertain databases

Author keywords

Sequential patterns; Spatial temporal data; Uncertain databases; Uncertain pattern mining

Indexed keywords


EID: 84894642241     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2013.150     Document Type: Conference Paper
Times cited : (37)

References (30)
  • 1
    • 0029212693 scopus 로고
    • Mining sequential patterns
    • R. Agrawal and R. Srikant, "Mining sequential patterns," in ICDE. IEEE, 1995, pp. 3-14.
    • (1995) ICDE. IEEE , pp. 3-14
    • Agrawal, R.1    Srikant, R.2
  • 2
    • 84897708583 scopus 로고    scopus 로고
    • Mining sequential patterns: Generalizations and performance improvements
    • Springer
    • R. Srikant and R. Agrawal, "Mining sequential patterns: Generalizations and performance improvements," in EDBT. Springer, 1996, pp. 1-17.
    • (1996) EDBT , pp. 1-17
    • Srikant, R.1    Agrawal, R.2
  • 3
    • 0034826102 scopus 로고    scopus 로고
    • Spade: An efficient algorithm for mining frequent sequences
    • M. Zaki, "Spade: An efficient algorithm for mining frequent sequences," Machine Learning, pp. 31-60, 2001.
    • (2001) Machine Learning , pp. 31-60
    • Zaki, M.1
  • 4
    • 0242540443 scopus 로고    scopus 로고
    • Sequential pattern mining using a bitmap representation
    • J. Ayres, J. Flannick, J. Gehrke, T. Yiu et al., "Sequential pattern mining using a bitmap representation," in Proc. of KDD, 2002, pp. 429-435.
    • (2002) Proc. of KDD , pp. 429-435
    • Ayres, J.1    Flannick, J.2    Gehrke, J.3    Yiu, T.4
  • 6
    • 37949038436 scopus 로고    scopus 로고
    • Mining mobile group patterns: A trajectory-based approach
    • Springer
    • S. Hwang, Y. Liu, J. Chiu, and E. Lim, "Mining mobile group patterns: A trajectory-based approach," in PAKDD. Springer, 2005, pp. 145-146.
    • (2005) PAKDD , pp. 145-146
    • Hwang, S.1    Liu, Y.2    Chiu, J.3    Lim, E.4
  • 7
    • 34547638948 scopus 로고    scopus 로고
    • Mining frequent trajectory patterns for activity monitoring using radio frequency tag arrays
    • IEEE
    • Y. Liu, L. Chen, J. Pei, Q. Chen, and Y. Zhao, "Mining frequent trajectory patterns for activity monitoring using radio frequency tag arrays," in Pervasive Computing. IEEE, 2007.
    • (2007) Pervasive Computing.
    • Liu, Y.1    Chen, L.2    Pei, J.3    Chen, Q.4    Zhao, Y.5
  • 9
    • 34547988121 scopus 로고    scopus 로고
    • Continuous clustering of moving objects
    • C. Jensen, D. Lin, and B. Ooi, "Continuous clustering of moving objects," in IEEE TKDE, 2007, pp. 1161-1174.
    • (2007) IEEE TKDE , pp. 1161-1174
    • Jensen, C.1    Lin, D.2    Ooi, B.3
  • 11
    • 74049140321 scopus 로고    scopus 로고
    • On-line discovery of flock patterns in spatio-temporal data
    • M. Vieira, p. Bakalov, and V. Tsotras, "On-line discovery of flock patterns in spatio-temporal data," in ACM GIS, 2009.
    • (2009) ACM GIS
    • Vieira, M.1    Bakalov, P.2    Tsotras, V.3
  • 12
    • 0001882616 scopus 로고
    • Fast algorithms for mining association rules
    • R. Agrawal, R. Srikant et al., "Fast algorithms for mining association rules," in PVLDB, vol. 1215, 1994, pp. 487-499.
    • (1994) PVLDB , vol.1215 , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 13
    • 85170282443 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • M. Ester, H. Kriegel, J. Sander, and X. Xu, "A density-based algorithm for discovering clusters in large spatial databases with noise," in SIGKDD, 1996, pp. 226-231.
    • (1996) SIGKDD , pp. 226-231
    • Ester, M.1    Kriegel, H.2    Sander, J.3    Xu, X.4
  • 14
    • 44649187162 scopus 로고    scopus 로고
    • Mining frequent itemsets from uncertain data
    • Springer
    • C. Chui, B. Kao, and E. Hung, "Mining frequent itemsets from uncertain data," in PAKDD. Springer, 2007.
    • (2007) PAKDD
    • Chui, C.1    Kao, B.2    Hung, E.3
  • 15
    • 52649139353 scopus 로고    scopus 로고
    • Efficiently answering probabilistic threshold top-k queries on uncertain data
    • M. Hua, J. Pei, W. Zhang, and X. Lin, "Efficiently answering probabilistic threshold top-k queries on uncertain data," in ICDE. IEEE, 2008, pp. 1403-1405.
    • (2008) ICDE. IEEE , pp. 1403-1405
    • Hua, M.1    Pei, J.2    Zhang, W.3    Lin, X.4
  • 16
    • 33745782098 scopus 로고    scopus 로고
    • Uncertain data mining: An example in clustering location data
    • Springer
    • M. Chau, R. Cheng, B. Kao, and J. Ng, "Uncertain data mining: An example in clustering location data," in PAKDD. Springer, 2006, pp. 199-204.
    • (2006) PAKDD , pp. 199-204
    • Chau, M.1    Cheng, R.2    Kao, B.3    Ng, J.4
  • 18
    • 44649091207 scopus 로고    scopus 로고
    • A decremental approach for mining frequent itemsets from uncertain data
    • C. Chui and B. Kao, "A decremental approach for mining frequent itemsets from uncertain data," Advances in Knowledge Discovery and Data Mining, pp. 64-75, 2008.
    • (2008) Advances in Knowledge Discovery and Data Mining , pp. 64-75
    • Chui, C.1    Kao, B.2
  • 19
    • 57149143965 scopus 로고    scopus 로고
    • Finding frequent items in probabilistic data
    • Q. Zhang, F. Li, and K. Yi, "Finding frequent items in probabilistic data," in SIGMOD. ACM, 2008, pp. 819-832.
    • (2008) SIGMOD. ACM , pp. 819-832
    • Zhang, Q.1    Li, F.2    Yi, K.3
  • 20
    • 70350697587 scopus 로고    scopus 로고
    • Probabilistic frequent itemset mining in uncertain databases
    • T. Bernecker, H. Kriegel, M. Renz, F. Verhein, and A. Zuefle, "Probabilistic frequent itemset mining in uncertain databases," in SIGKDD. ACM, 2009, pp. 119-128.
    • (2009) SIGKDD. ACM , pp. 119-128
    • Bernecker, T.1    Kriegel, H.2    Renz, M.3    Verhein, F.4    Zuefle, A.5
  • 21
    • 77956206690 scopus 로고    scopus 로고
    • Mining uncertain data with probabilistic guarantees
    • L. Sun, R. Cheng, D. Cheung, and J. Cheng, "Mining uncertain data with probabilistic guarantees," in SIGKDD. ACM, 2010, pp. 273-282.
    • (2010) SIGKDD. ACM , pp. 273-282
    • Sun, L.1    Cheng, R.2    Cheung, D.3    Cheng, J.4
  • 22
    • 0021583718 scopus 로고
    • Fcm: The fuzzy c-means clustering algorithm
    • J. Bezdek, R. Ehrlich, and W. Full, "Fcm: The fuzzy c-means clustering algorithm," Computers & Geosciences, vol. 10, no. 2, pp. 191-203, 1984.
    • (1984) Computers & Geosciences , vol.10 , Issue.2 , pp. 191-203
    • Bezdek, J.1    Ehrlich, R.2    Full, W.3
  • 23
    • 33947430572 scopus 로고    scopus 로고
    • Uncertain fuzzy clustering: Interval type-2 fuzzy approach to c-means
    • C. Hwang and F. C.-H. Rhee, "Uncertain fuzzy clustering: interval type-2 fuzzy approach to c-means," Fuzzy Systems, vol. 15, no. 1, pp. 107-120, 2007.
    • (2007) Fuzzy Systems , vol.15 , Issue.1 , pp. 107-120
    • Hwang, C.1    Rhee, F.C.-H.2
  • 24
    • 27144468394 scopus 로고    scopus 로고
    • Discovery of frequent episodes in event sequences
    • H. Mannila, H. Toivonen, and A. Inkeri Verkamo, "Discovery of frequent episodes in event sequences," DMKD, vol. 1, no. 3, pp. 259-289, 1997.
    • (1997) DMKD , vol.1 , Issue.3 , pp. 259-289
    • Mannila, H.1    Toivonen, H.2    Inkeri Verkamo, A.3
  • 25
    • 36849035828 scopus 로고    scopus 로고
    • A fast algorithm for finding frequent episodes in event streams
    • S. Laxman, p. Sastry, and K. Unnikrishnan, "A fast algorithm for finding frequent episodes in event streams," in SIGKDD. ACM, 2007, pp. 410-419.
    • (2007) SIGKDD. ACM , pp. 410-419
    • Laxman, S.1    Sastry, P.2    Unnikrishnan, K.3
  • 26
    • 79956332483 scopus 로고    scopus 로고
    • Efficient pattern mining of uncertain data with sampling
    • Springer
    • T. Calders, C. Garboni, and B. Goethals, "Efficient pattern mining of uncertain data with sampling," in PAKDD. Springer, 2010, pp. 480-487.
    • (2010) PAKDD , pp. 480-487
    • Calders, T.1    Garboni, C.2    Goethals, B.3
  • 27
    • 84873197622 scopus 로고    scopus 로고
    • Mining frequent itemsets over uncertain databases
    • Y. Tong, L. Chen, Y. Cheng, and p. Yu, "Mining frequent itemsets over uncertain databases," PVLDB, vol. 5, no. 11, pp. 1650-1661, 2012.
    • (2012) PVLDB , vol.5 , Issue.11 , pp. 1650-1661
    • Tong, Y.1    Chen, L.2    Cheng, Y.3    Yu, P.4
  • 28
    • 84863506831 scopus 로고    scopus 로고
    • Mining sequential patterns from probabilistic databases
    • Springer
    • M. Muzammal and R. Raman, "Mining sequential patterns from probabilistic databases," in PAKDD. Springer, 2011.
    • (2011) PAKDD
    • Muzammal, M.1    Raman, R.2
  • 29
    • 84863532547 scopus 로고    scopus 로고
    • Mining probabilistically frequent sequential patterns in uncertain databases
    • Z. Zhao, D. Yan, and W. Ng, "Mining probabilistically frequent sequential patterns in uncertain databases," in EDBT. ACM, 2012, pp. 74-85.
    • (2012) EDBT. ACM , pp. 74-85
    • Zhao, Z.1    Yan, D.2    Ng, W.3
  • 30
    • 53349136541 scopus 로고    scopus 로고
    • Efficient processing of top-k queries in uncertain databases with x-relations
    • K. Yi, F. Li, G. Kollios, and D. Srivastava, "Efficient processing of top-k queries in uncertain databases with x-relations," in TKDE. IEEE, 2008, pp. 1669-1682.
    • (2008) TKDE. IEEE , pp. 1669-1682
    • Yi, K.1    Li, F.2    Kollios, G.3    Srivastava, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.