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Volumn 34, Issue 1, 2009, Pages 3-27

A constraint-based querying system for exploratory pattern discovery

Author keywords

Constrained pattern mining; Data mining query languages; Data mining systems; Inductive databases; Interactive data mining

Indexed keywords

COMPUTER SYSTEMS; DATA MINING; DATABASE SYSTEMS; DECISION SUPPORT SYSTEMS; GRAPHICAL USER INTERFACES; INFORMATION MANAGEMENT; KNOWLEDGE MANAGEMENT; LINGUISTICS; MINING MACHINERY; QUERY LANGUAGES;

EID: 55549147183     PISSN: 03064379     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.is.2008.02.007     Document Type: Article
Times cited : (24)

References (35)
  • 1
    • 55549146281 scopus 로고    scopus 로고
    • R. Srikant, Q. Vu, R. Agrawal, Mining association rules with item constraints, in: Proceedings of the 3rd ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'97), 1997.
    • R. Srikant, Q. Vu, R. Agrawal, Mining association rules with item constraints, in: Proceedings of the 3rd ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'97), 1997.
  • 2
    • 0032092760 scopus 로고    scopus 로고
    • R.T. Ng, L.V.S. Lakshmanan, J. Han, A. Pang, Exploratory mining and pruning optimizations of constrained associations rules, in: Proceedings of the ACM International Conference on Management of Data (SIGMOD'98), 1998.
    • R.T. Ng, L.V.S. Lakshmanan, J. Han, A. Pang, Exploratory mining and pruning optimizations of constrained associations rules, in: Proceedings of the ACM International Conference on Management of Data (SIGMOD'98), 1998.
  • 3
    • 0032650246 scopus 로고    scopus 로고
    • Constraint-based, multidimensional data mining
    • Han J., Lakshmanan L.V.S., and Ng R.T. Constraint-based, multidimensional data mining. Computer 32 8 (1999) 46-50
    • (1999) Computer , vol.32 , Issue.8 , pp. 46-50
    • Han, J.1    Lakshmanan, L.V.S.2    Ng, R.T.3
  • 4
    • 85175741084 scopus 로고    scopus 로고
    • R.J. Bayardo Jr. R. Agrawal, D. Gunopulos, Constraint-based rule mining in large, dense databases, in: Proceedings of the 15th International Conference on Data Engineering (ICDE'99), Sydney, Australia, 23-26 March 1999.
    • R.J. Bayardo Jr. R. Agrawal, D. Gunopulos, Constraint-based rule mining in large, dense databases, in: Proceedings of the 15th International Conference on Data Engineering (ICDE'99), Sydney, Australia, 23-26 March 1999.
  • 6
    • 55549097277 scopus 로고    scopus 로고
    • C. Ordonez, L. de Braal, C.A. Santana, Discovering interesting association rules in medical data, in: ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD'00), 2000.
    • C. Ordonez, L. de Braal, C.A. Santana, Discovering interesting association rules in medical data, in: ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD'00), 2000.
  • 7
    • 33845579241 scopus 로고    scopus 로고
    • C. Ordonez, E. Omiecinski, L. de Braal, C.A. Santana, N. Ezquerra, J.A. Taboada, D. Cooke, E. Krawczynska, E.V. Garcia, Mining constrained association rules to predict heart disease, in: Proceedings of the 1st IEEE International Conference on Data Mining (ICDM'01), 2001.
    • C. Ordonez, E. Omiecinski, L. de Braal, C.A. Santana, N. Ezquerra, J.A. Taboada, D. Cooke, E. Krawczynska, E.V. Garcia, Mining constrained association rules to predict heart disease, in: Proceedings of the 1st IEEE International Conference on Data Mining (ICDM'01), 2001.
  • 8
    • 55549086670 scopus 로고    scopus 로고
    • A. Lau, S. Ong, A. Mahidadia, A. Hoffmann, J. Westbrook, T. Zrimec, Mining patterns of dyspepsia symptoms across time points using constraint association rules, in: Proceedings of the 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'03), 2003.
    • A. Lau, S. Ong, A. Mahidadia, A. Hoffmann, J. Westbrook, T. Zrimec, Mining patterns of dyspepsia symptoms across time points using constraint association rules, in: Proceedings of the 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'03), 2003.
  • 9
    • 33645319789 scopus 로고    scopus 로고
    • J. Besson, C. Robardet, J. Boulicaut, S. Rome, Constraint-based concept mining and its application to microarray data analysis, Intelligent Data Anal. J. 9(1) (2005) 59-82.
    • J. Besson, C. Robardet, J. Boulicaut, S. Rome, Constraint-based concept mining and its application to microarray data analysis, Intelligent Data Anal. J. 9(1) (2005) 59-82.
  • 10
    • 21944442464 scopus 로고    scopus 로고
    • Levelwise search and borders of theories in knowledge discovery
    • Mannila H., and Toivonen H. Levelwise search and borders of theories in knowledge discovery. Data Mining and Knowledge Discovery 1 3 (1997) 241-258
    • (1997) Data Mining and Knowledge Discovery , vol.1 , Issue.3 , pp. 241-258
    • Mannila, H.1    Toivonen, H.2
  • 11
    • 33749624189 scopus 로고    scopus 로고
    • F. Bonchi, F. Giannotti, C. Lucchese, S. Orlando, R. Perego, R. Trasarti, Conquest: a constraint-based querying system for exploratory pattern (demo), in: IEEE International Conference on Data Engineering, 2006.
    • F. Bonchi, F. Giannotti, C. Lucchese, S. Orlando, R. Perego, R. Trasarti, Conquest: a constraint-based querying system for exploratory pattern (demo), in: IEEE International Conference on Data Engineering, 2006.
  • 12
    • 0030285403 scopus 로고    scopus 로고
    • The kdd process for extracting useful knowledge from volumes of data
    • Fayyad U.M., Piatetsky-Shapiro G., and Smyth P. The kdd process for extracting useful knowledge from volumes of data. Commun. ACM 39 11 (1996) 27-34
    • (1996) Commun. ACM , vol.39 , Issue.11 , pp. 27-34
    • Fayyad, U.M.1    Piatetsky-Shapiro, G.2    Smyth, P.3
  • 13
    • 55549092602 scopus 로고    scopus 로고
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules in large databases, in: Proceedings of the 20th International Conference on Very Large Databases (VLDB'94), 1994.
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules in large databases, in: Proceedings of the 20th International Conference on Very Large Databases (VLDB'94), 1994.
  • 14
    • 33646399424 scopus 로고    scopus 로고
    • S. Bistarelli, F. Bonchi, Interestingness is not a dichotomy: introducing softness in constrained pattern mining, in: Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 2005, pp. 22-33.
    • S. Bistarelli, F. Bonchi, Interestingness is not a dichotomy: introducing softness in constrained pattern mining, in: Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 2005, pp. 22-33.
  • 15
    • 55549128078 scopus 로고    scopus 로고
    • F. Bonchi, F. Giannotti, C. Lucchese, S. Orlando, R. Perego, R. Trasarti, On interactive pattern mining from relational databases, in: International Workshop on Knowledge Discovery in Inductive Databases, 2006.
    • F. Bonchi, F. Giannotti, C. Lucchese, S. Orlando, R. Perego, R. Trasarti, On interactive pattern mining from relational databases, in: International Workshop on Knowledge Discovery in Inductive Databases, 2006.
  • 16
    • 78149311822 scopus 로고    scopus 로고
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, ExAMiner: optimized level-wise frequent pattern mining with monotone constraints, in: Proceedings of the Third IEEE International Conference on Data Mining (ICDM'03), 2003.
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, ExAMiner: optimized level-wise frequent pattern mining with monotone constraints, in: Proceedings of the Third IEEE International Conference on Data Mining (ICDM'03), 2003.
  • 17
    • 0035016447 scopus 로고    scopus 로고
    • J. Pei, J. Han, L.V.S. Lakshmanan, Mining frequent item sets with convertible constraints, in: 17th IEEE International Conference on Data Engineering (ICDE'01), 2001.
    • J. Pei, J. Han, L.V.S. Lakshmanan, Mining frequent item sets with convertible constraints, in: 17th IEEE International Conference on Data Engineering (ICDE'01), 2001.
  • 18
    • 55549130636 scopus 로고    scopus 로고
    • F. Bonchi, C. Lucchese, Pushing tougher constraints in frequent pattern mining, in: Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05), Hanoi, Vietnam, 2005.
    • F. Bonchi, C. Lucchese, Pushing tougher constraints in frequent pattern mining, in: Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05), Hanoi, Vietnam, 2005.
  • 19
    • 55549102826 scopus 로고    scopus 로고
    • R. Meo, G. Psaila, S. Ceri, A new SQL-like operator for mining association rules, in: T.M. Vijayaraman, A.P. Buchmann, C. Mohan, N.L. Sarda (Eds.), Proceedings of 22th International Conference on Very Large Data Bases (VLDB'96), Mumbai (Bombay), India, 3-6 September 1996, pp. 122-133.
    • R. Meo, G. Psaila, S. Ceri, A new SQL-like operator for mining association rules, in: T.M. Vijayaraman, A.P. Buchmann, C. Mohan, N.L. Sarda (Eds.), Proceedings of 22th International Conference on Very Large Data Bases (VLDB'96), Mumbai (Bombay), India, 3-6 September 1996, pp. 122-133.
  • 20
    • 0031651127 scopus 로고    scopus 로고
    • R. Meo, G. Psaila, S. Ceri, A tightly-coupled architecture for data mining, in: International Conference on Data Engineering (ICDE98), 1998, pp. 316-323.
    • R. Meo, G. Psaila, S. Ceri, A tightly-coupled architecture for data mining, in: International Conference on Data Engineering (ICDE98), 1998, pp. 316-323.
  • 21
    • 55549095473 scopus 로고    scopus 로고
    • J. Han, Y. Fu, K. Koperski, W. Wang, O. Zaiane, DMQL: a data mining query language for relational databases, in: SIGMOD'96 Workshop on Research Issues on Data Mining and Knowledge Discovery (DMKD'96), 1996.
    • J. Han, Y. Fu, K. Koperski, W. Wang, O. Zaiane, DMQL: a data mining query language for relational databases, in: SIGMOD'96 Workshop on Research Issues on Data Mining and Knowledge Discovery (DMKD'96), 1996.
  • 23
    • 22844454898 scopus 로고    scopus 로고
    • MSQL: a query language for database mining
    • Imielinski T., and Virmani A. MSQL: a query language for database mining. Data Min. Knowl. Discovery 3 4 (1999) 373-408
    • (1999) Data Min. Knowl. Discovery , vol.3 , Issue.4 , pp. 373-408
    • Imielinski, T.1    Virmani, A.2
  • 24
    • 33750377188 scopus 로고    scopus 로고
    • T. Calders, B. Goetals, A. Prado, Integrating pattern mining in relational databases, in: Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), 2006, pp. 454-461.
    • T. Calders, B. Goetals, A. Prado, Integrating pattern mining in relational databases, in: Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), 2006, pp. 454-461.
  • 25
    • 78149303569 scopus 로고    scopus 로고
    • S. Orlando, P. Palmerini, R. Perego, F. Silvestri, Adaptive and resource-aware mining of frequent sets, in: Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM'02), Maebashi City, Japan, December 2002, pp. 338-345.
    • S. Orlando, P. Palmerini, R. Perego, F. Silvestri, Adaptive and resource-aware mining of frequent sets, in: Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM'02), Maebashi City, Japan, December 2002, pp. 338-345.
  • 26
    • 9444290797 scopus 로고    scopus 로고
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, ExAnte: anticipated data reduction in constrained pattern mining, in: Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'03), 2003.
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, ExAnte: anticipated data reduction in constrained pattern mining, in: Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'03), 2003.
  • 27
    • 19544376989 scopus 로고    scopus 로고
    • F. Bonchi, C. Lucchese, On closed constrained frequent pattern mining, in: Proceedings of the 4h IEEE International Conference on Data Mining (ICDM'04), 2004.
    • F. Bonchi, C. Lucchese, On closed constrained frequent pattern mining, in: Proceedings of the 4h IEEE International Conference on Data Mining (ICDM'04), 2004.
  • 28
    • 0347087668 scopus 로고    scopus 로고
    • L.V.S. Lakshmanan, R.T. Ng, J. Han, A. Pang, Optimization of constrained frequent set queries with 2-variable constraints, in: Proceedings of the ACM International Conference on Management of Data (SIGMOD'99), 1999.
    • L.V.S. Lakshmanan, R.T. Ng, J. Han, A. Pang, Optimization of constrained frequent set queries with 2-variable constraints, in: Proceedings of the ACM International Conference on Management of Data (SIGMOD'99), 1999.
  • 29
    • 0035789622 scopus 로고    scopus 로고
    • S. Kramer, L.D. Raedt, C. Helma, Molecular feature mining in hiv data, in: Proceedings of the 7th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'01), 2001.
    • S. Kramer, L.D. Raedt, C. Helma, Molecular feature mining in hiv data, in: Proceedings of the 7th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'01), 2001.
  • 30
    • 0242625292 scopus 로고    scopus 로고
    • C. Bucila, J. Gehrke, D. Kifer, W. White, DualMiner: a dual-pruning algorithm for itemsets with constraints, in: Proceedings of the 8th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'02), 2002.
    • C. Bucila, J. Gehrke, D. Kifer, W. White, DualMiner: a dual-pruning algorithm for itemsets with constraints, in: Proceedings of the 8th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'02), 2002.
  • 31
    • 0034592924 scopus 로고    scopus 로고
    • J. Pei, J. Han, Can we push more constraints into frequent pattern mining? in: Proceedings of the 6th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'00), 2000.
    • J. Pei, J. Han, Can we push more constraints into frequent pattern mining? in: Proceedings of the 6th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD'00), 2000.
  • 32
    • 33846237753 scopus 로고    scopus 로고
    • Extending the state-of-the-art of constraint-based pattern discovery
    • Bonchi F., and Lucchese C. Extending the state-of-the-art of constraint-based pattern discovery. Data Knowl. Eng. (DKE) 60 2 (2007) 377-399
    • (2007) Data Knowl. Eng. (DKE) , vol.60 , Issue.2 , pp. 377-399
    • Bonchi, F.1    Lucchese, C.2
  • 33
    • 84880874770 scopus 로고    scopus 로고
    • L.D. Raedt, S. Kramer, The levelwise version space algorithm and its application to molecular fragment finding, in: Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI'01), 2001.
    • L.D. Raedt, S. Kramer, The levelwise version space algorithm and its application to molecular fragment finding, in: Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI'01), 2001.
  • 34
    • 0141983698 scopus 로고    scopus 로고
    • Optimization of association rule mining queries
    • Jeudy B., and Boulicaut J.-F. Optimization of association rule mining queries. Intelligent Data Anal. J. 6 4 (2002) 341-357
    • (2002) Intelligent Data Anal. J. , vol.6 , Issue.4 , pp. 341-357
    • Jeudy, B.1    Boulicaut, J.-F.2
  • 35
    • 9444236236 scopus 로고    scopus 로고
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, Adaptive constraint pushing in frequent pattern mining, in: Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'03), 2003.
    • F. Bonchi, F. Giannotti, A. Mazzanti, D. Pedreschi, Adaptive constraint pushing in frequent pattern mining, in: Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'03), 2003.


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