메뉴 건너뛰기




Volumn 75, Issue , 2012, Pages 34-57

PISA: A framework for multiagent classification using argumentation

Author keywords

Argumentation; Classification; Classification Association Rules; Multiagent (data mining)

Indexed keywords

ARGUMENTATION; CLASSIFICATION APPROACH; CLASSIFICATION RULES; INDIVIDUAL AGENT; LOCAL DATA; MULTIAGENT (DATA MINING); MULTIAGENT FRAMEWORK; OPERATING GROUP;

EID: 84861097283     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2012.03.001     Document Type: Article
Times cited : (14)

References (62)
  • 1
    • 0041783510 scopus 로고    scopus 로고
    • Privacy-preserving data mining
    • ACM Press
    • R. Agrawal, and R. Srikant Privacy-preserving data mining Proc. SIGMOD'00 2000 ACM Press 439 450
    • (2000) Proc. SIGMOD'00 , pp. 439-450
    • Agrawal, R.1    Srikant, R.2
  • 6
    • 0024069794 scopus 로고
    • A case-based approach to modeling legal expertise
    • K.D. Ashley, and E.L. Rissland A case-based approach to modeling legal expertise IEEE Expert 3 3 1988 70 77
    • (1988) IEEE Expert , vol.3 , Issue.3 , pp. 70-77
    • Ashley, K.D.1    Rissland, E.L.2
  • 10
    • 0032645080 scopus 로고    scopus 로고
    • An empirical comparison of voting classification algorithms: Bagging, boosting and variants
    • E. Bauer, and R. Kohavi An empirical comparison of voting classification algorithms: bagging, boosting and variants Machine Learning 36 1999 105 139
    • (1999) Machine Learning , vol.36 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 11
    • 84857949148 scopus 로고    scopus 로고
    • Membranes as multi-agent systems: An application to dialogue modelling
    • Springer
    • G. Bel-Enguix, and D.J. López Membranes as multi-agent systems: an application to dialogue modelling Professional Practice in AI 2006 Springer 31 40
    • (2006) Professional Practice in AI , pp. 31-40
    • Bel-Enguix, G.1    López, D.J.2
  • 12
    • 0142166366 scopus 로고    scopus 로고
    • A model of legal reasoning with cases incorporating theories and values
    • T.J.M. Bench-Capon, and G. Sartor A model of legal reasoning with cases incorporating theories and values Artificial Intelligence 150 1-2 2003 97 143
    • (2003) Artificial Intelligence , vol.150 , Issue.12 , pp. 97-143
    • Bench-Capon, T.J.M.1    Sartor, G.2
  • 13
    • 34548021635 scopus 로고    scopus 로고
    • Artificial intelligence argumentation and artificial intelligence
    • T.J.M. Bench-Capon, and P.E. Dunne Artificial intelligence argumentation and artificial intelligence Artificial Intelligence 171 10-15 2007 619 641
    • (2007) Artificial Intelligence , vol.171 , Issue.1015 , pp. 619-641
    • Bench-Capon, T.J.M.1    Dunne, P.E.2
  • 14
    • 80052739746 scopus 로고    scopus 로고
    • Argument visualization for eparticipation: Towards a research agenda and prototype tool
    • LNCS Springer
    • Neil Benn, and Ann Macintosh Argument visualization for eparticipation: towards a research agenda and prototype tool Proceedings of 3ed e-Part Conference LNCS 6847 2011 Springer 60 73
    • (2011) Proceedings of 3ed E-Part Conference , vol.6847 , pp. 60-73
    • Benn, N.1    MacIntosh, A.2
  • 15
    • 0003408496 scopus 로고    scopus 로고
    • University of California, Department of Information and Computer Science Irvine, CA
    • C.L. Blake, and C.J. Merz UCI Repository of Machine Learning Databases http://www.ics.uci.edu/mlearn/MLRepository.html 1998 University of California, Department of Information and Computer Science Irvine, CA
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 16
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Springer
    • L. Brieman Bagging predictors Machine Learning vol. 24 1996 Springer 123 140
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Brieman, L.1
  • 18
    • 34249966007 scopus 로고
    • The CN2 induction algorithm
    • Springer
    • P. Clark, and T. Niblett The CN2 induction algorithm Machine Learning vol. 3, no 4 1989 Springer 261 283
    • (1989) Machine Learning , vol.3 , Issue.4 , pp. 261-283
    • Clark, P.1    Niblett, T.2
  • 19
    • 79957939311 scopus 로고    scopus 로고
    • Department of Computer Science, The University of Liverpool UK
    • F. Coenen The LUCS-KDD Decision Tree Classifier Software http://www.csc.liv.ac.uk/frans/KDD/Software/DecisionTrees/decisionTree.html 2007 Department of Computer Science, The University of Liverpool UK
    • (2007) The LUCS-KDD Decision Tree Classifier Software
    • Coenen, F.1
  • 20
    • 34548554245 scopus 로고    scopus 로고
    • Obtaining best parameter values for accurate classification
    • DOI 10.1109/ICDM.2005.105, 1565735, Proceedings - Fifth IEEE International Conference on Data Mining, ICDM 2005
    • F. Coenen, and P. Leng Obtaining best parameter values for accurate classification Proc. 5th Int. Conf. on Data Mining, ICDM'05, IEEE 2005 597 600 (Pubitemid 47385749)
    • (2005) Proceedings - IEEE International Conference on Data Mining, ICDM , pp. 597-600
    • Coenen, F.1    Leng, P.2
  • 21
    • 33846199228 scopus 로고    scopus 로고
    • The effect of threshold values on association rule based classification accuracy
    • DOI 10.1016/j.datak.2006.02.005, PII S0169023X06000255, Web data and schema management
    • F. Coenen, and P. Leng The effect of threshold values on association rule based classification accuracy Jo of Data and Knowledge Engineering 60 2 2007 345 360 (Pubitemid 46096636)
    • (2007) Data and Knowledge Engineering , vol.60 , Issue.2 , pp. 345-360
    • Coenen, F.1    Leng, P.2
  • 24
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T.G. Dietterich An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization Machine Learning 40 2000 139 157
    • (2000) Machine Learning , vol.40 , pp. 139-157
    • Dietterich, T.G.1
  • 25
    • 0029368659 scopus 로고
    • On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games
    • P.M. Dung On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games Artificial Intelligence 77 2 1995 321 358
    • (1995) Artificial Intelligence , vol.77 , Issue.2 , pp. 321-358
    • Dung, P.M.1
  • 30
    • 80052408244 scopus 로고    scopus 로고
    • Causal argumentation schemes to support sense-making in clinical genetics and law
    • Nancy L. Green Causal argumentation schemes to support sense-making in clinical genetics and law Proc. 13th International Conference on AI and Law 2011 56 60
    • (2011) Proc. 13th International Conference on AI and Law , pp. 56-60
    • Green, N.L.1
  • 32
    • 0039253846 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation
    • ACM Press
    • J. Han, J. Pei, and Y. Yiwen Mining frequent patterns without candidate generation Proc. SIGMOD'00 2000 ACM Press 1 12
    • (2000) Proc. SIGMOD'00 , pp. 1-12
    • Han, J.1    Pei, J.2    Yiwen, Y.3
  • 36
    • 84880832861 scopus 로고    scopus 로고
    • Constructing diverse classifier ensembles using artificial training examples
    • P. Melville, and R.J. Mooney Constructing diverse classifier ensembles using artificial training examples 18th Int. Joint Conf. on AI 2003 505 510
    • (2003) 18th Int. Joint Conf. on AI , pp. 505-510
    • Melville, P.1    Mooney, R.J.2
  • 38
    • 33746896235 scopus 로고    scopus 로고
    • Argument based machine learning applied to law
    • DOI 10.1007/s10506-006-9002-4
    • M. Mozina, J. Zabkar, T. Bench-Capon, and I. Bratko Argument based machine learning applied to law Artificial Intelligence vol. 13, no. 1 2005 Springer 53 73 (Pubitemid 44198325)
    • (2005) Artificial Intelligence and Law , vol.13 , Issue.1 , pp. 53-73
    • Mozina, M.1    Zabkar, J.2    Bench-Capon, T.3    Bratko, I.4
  • 40
    • 0004401956 scopus 로고    scopus 로고
    • Hybrid Classifiers for Financial Multicriteria Decision Making: The Case of Bankruptcy Prediction
    • I. Olmeda, and E. Fernandez Hybrid classifiers for financial multicriteria decision making: the case of bankruptcy prediction Computational Economics 10 1997 317 335 (Pubitemid 127508315)
    • (1997) Computational Economics , vol.10 , Issue.4 , pp. 317-335
    • Olmeda, I.1    Fernandez, E.2
  • 43
    • 23144433423 scopus 로고    scopus 로고
    • Cooperative multiagent learning
    • LNCS Springer Heidelberg
    • S. Ontaòun, and E. Plaza Cooperative multiagent learning Proc. AAMAS 2002 LNCS vol. 2636 2003 Springer Heidelberg 1 17
    • (2003) Proc. AAMAS 2002 , vol.2636 , pp. 1-17
    • Ontaòun, S.1    Plaza, E.2
  • 44
    • 77249144488 scopus 로고    scopus 로고
    • An argumentation-based framework for deliberation in multi-agent systems
    • Springer
    • S. Ontaòun, and E. Plaza An argumentation-based framework for deliberation in multi-agent systems Argumentation in Multi-Agent Systems 2008 Springer 178 196
    • (2008) Argumentation in Multi-Agent Systems , pp. 178-196
    • Ontaòun, S.1    Plaza, E.2
  • 45
    • 84857949151 scopus 로고    scopus 로고
    • Learning, information exchange, and joint-deliberation through argumentation in multi-agent systems
    • Springer
    • S. Ontaòun, and E. Plaza Learning, information exchange, and joint-deliberation through argumentation in multi-agent systems On the Move to Meaningful Internet Systems: OTM 2008 Workshops 2010 Springer 150 159
    • (2010) On the Move to Meaningful Internet Systems: OTM 2008 Workshops , pp. 150-159
    • Ontaòun, S.1    Plaza, E.2
  • 48
    • 33747617110 scopus 로고    scopus 로고
    • Formal systems for persuasion dialogue
    • DOI 10.1017/S0269888906000865
    • H. Prakken Formal systems for persuasion dialogue Knowledge Engineering Review 21 2 2006 163 188 (Pubitemid 44266299)
    • (2006) Knowledge Engineering Review , vol.21 , Issue.2 , pp. 163-188
    • Prakken, H.1
  • 49
    • 78049417080 scopus 로고    scopus 로고
    • An abstract framework for argumentation with structured arguments
    • H. Praken An abstract framework for argumentation with structured arguments Argument and Computation 1 2 2011 93 124
    • (2011) Argument and Computation , vol.1 , Issue.2 , pp. 93-124
    • Praken, H.1
  • 52
    • 36049012235 scopus 로고    scopus 로고
    • A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation
    • R. Rak, L. Kurgan, and M. Reformat A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation Journal of Data and Knowledge Engineering 64 1 2006 171 197
    • (2006) Journal of Data and Knowledge Engineering , vol.64 , Issue.1 , pp. 171-197
    • Rak, R.1    Kurgan, L.2    Reformat, M.3
  • 55
    • 36148959733 scopus 로고    scopus 로고
    • Credit risk assessment with a multistage neural network ensemble learning approach
    • DOI 10.1016/j.eswa.2007.01.009, PII S0957417407000206
    • L. Yu, S.Y. Wang, and K.K. Lai Credit risk assessment with a multistage neural network ensemble learning approach Expert Systems with Applications 34 2 2008 1434 1444 (Pubitemid 350117510)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1434-1444
    • Yu, L.1    Wang, S.2    Lai, K.K.3
  • 59
    • 0034247206 scopus 로고    scopus 로고
    • MultiBoosting: A technique for combining boosting and wagging
    • Springer
    • G.I. Webb MultiBoosting: a technique for combining boosting and wagging Machine Learning vol. 40(2) 2000 Springer 159 196
    • (2000) Machine Learning , vol.402 , pp. 159-196
    • Webb, G.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.