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Volumn 5, Issue , 2005, Pages 61-64

Actionable rules: Issues and new directions

Author keywords

Actionability; Data Mining Community; Interestingness; Knowledge Discovery in Databases (KDD); Subjective Measures

Indexed keywords

DATA MINING; DATABASE SYSTEMS; STATISTICAL METHODS;

EID: 30844442153     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (16)

References (19)
  • 5
  • 6
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    • Tuple level anaysis for identification of interesting rules
    • SoC, National University of Singapore, Singapore
    • Liu, B. & Hsu, W. & Lee, H-Y. & Mum, L-F 1996. Tuple Level Anaysis for Identification of Interesting Rules. In Technical Report TRA5/95, SoC, National University of Singapore, Singapore.
    • (1996) Technical Report , vol.TRA5-95
    • Liu, B.1    Hsu, W.2    Lee, H.-Y.3    Mum, L.-F.4
  • 7
    • 0034262326 scopus 로고    scopus 로고
    • Analyzing the subjective interestingness of association rules
    • Liu, B. & Hsu, W. & Chen, S. & Ma, Y. 2000. Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems.
    • (2000) IEEE Intelligent Systems
    • Liu, B.1    Hsu, W.2    Chen, S.3    Ma, Y.4
  • 8
    • 30844462224 scopus 로고    scopus 로고
    • Unexpectedness as a measure of interestingness in knowledge discovery
    • Dept. of Information Systems. Stern School of Business, NYU
    • Padmanabhan, B. & Tuzhilin, A. 1997. Unexpectedness as a Measure of Interestingness in Knowledge Discovery. Working paper #IS-97- Dept. of Information Systems. Stern School of Business, NYU.
    • (1997) Working Paper #IS-97 , vol.IS-97
    • Padmanabhan, B.1    Tuzhilin, A.2
  • 9
    • 85166320097 scopus 로고    scopus 로고
    • A belief-driven method for discovering unexpected patterns
    • Padmanabhan, B. & Tuzhilin, A. 1998. A Belief-Driven Method for Discovering Unexpected Patterns. KDD-98.
    • (1998) KDD-98
    • Padmanabhan, B.1    Tuzhilin, A.2
  • 10
    • 0034593047 scopus 로고    scopus 로고
    • Small is beautiful: Discovering the minimal set of unexpected patterns
    • Padmanabhan, B. & Tuzhilin, A. 2000. Small is Beautiful: Discovering the Minimal Set of Unexpected Patterns. KDD-2000.
    • (2000) KDD-2000
    • Padmanabhan, B.1    Tuzhilin, A.2
  • 11
    • 84887007761 scopus 로고    scopus 로고
    • search for action rules of the lowest cost. In Monitoring, Security and Rescue Techniques in Multiagent Systems. Springer-Verlag
    • Ras, ZW. & Tzacheva, A., In search for action rules of the lowest cost. In "Monitoring, Security and Rescue Techniques in Multiagent Systems". Advances in Soft Computing, Springer-Verlag, 2005,261-272
    • (2005) Advances in Soft Computing , pp. 261-272
    • Ras, Z.W.1    Tzacheva, A.2
  • 12
    • 84974705298 scopus 로고    scopus 로고
    • Action rules: How to increase profit of a company
    • Principles of Data Mining and Knowledge Discovery, (Eds. D. A. Zghed, J. Komorowski, J. Zytkow) Proceedings of PKDD'00, Lyon, France, Springer-Verlag
    • Ras, ZW. & Wieczorkowska, A.. Action Rules : How to increase profit of a company. In Principles of Data Mining and Knowledge Discovery, (Eds. D. A. Zghed, J. Komorowski, J. Zytkow) Proceedings of PKDD'00, Lyon, France, LNCS/LNAI, No. 1910, Springer-Verlag 2000, 587-592.
    • (2000) LNCS/LNAI , vol.1910 , pp. 587-592
    • Ras, Z.W.1    Wieczorkowska, A.2
  • 14
    • 0030380606 scopus 로고    scopus 로고
    • What makes patterns interesting in knowledge discovery systems
    • Silberschatz, A. & Tuzihilin, A. 1996. What makes patterns Interesting in Knowledge Discovery Systems. IEEE Trans. And Data Engineering. Vol.5, no. 6.
    • (1996) IEEE Trans. and Data Engineering , vol.5 , Issue.6
    • Silberschatz, A.1    Tuzihilin, A.2
  • 17
    • 11944268655 scopus 로고    scopus 로고
    • Action rules discovery system DEAR2, method and experiments
    • the Special Issue on Knowledge Discovery, ( Ed. ZW. Ras), January-June 2005
    • Tsay, L.-S., & Ras, ZW. (2005). Action Rules Discovery System DEAR2, Method and Experiments. In the Special Issue on Knowledge Discovery, ( Ed. ZW. Ras), Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis. Vol. 17, No. 1-2, January-June 2005, 119-128.
    • (2005) Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis , vol.17 , Issue.1-2 , pp. 119-128
    • Tsay, L.-S.1    Ras, Z.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.