메뉴 건너뛰기




Volumn 3, Issue , 2009, Pages 708-712

A comparative study of selected classifiers with classification accuracy in user profiling

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN; BAYESIAN RULE; CLASSIFICATION ACCURACY; CLASSIFICATION ALGORITHM; CLASSIFICATION AND REGRESSION TREE; CLASSIFICATION MODELS; COMPARATIVE STUDIES; ERROR RATE; LAZY LEARNING; PERSONALIZATIONS; PERSONALIZED SERVICE; SEQUENTIAL MINIMAL OPTIMIZATION ALGORITHMS; SIMULATION RESULT; TIME REQUIREMENTS; USER PROFILE; USER PROFILING;

EID: 70449101975     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSIE.2009.954     Document Type: Conference Paper
Times cited : (26)

References (23)
  • 1
    • 67649544244 scopus 로고    scopus 로고
    • Classification accuracy performance of Naïve Bayesian (NB), Bayesian Networks (BN), Lazy Learning of Bayesian Rules (LBR) and Instance-Based Learner (IB1)-Comperative Study
    • Paper appears in the International Conference on Computer Engineering and Systems, press
    • Cufoglu A., Lohi M. and Madani K. (2008) "Classification accuracy performance of Naïve Bayesian (NB), Bayesian Networks (BN), Lazy Learning of Bayesian Rules (LBR) and Instance-Based Learner (IB1)-Comperative Study". Paper appears in the International Conference on Computer Engineering and Systems, IEEE, ICCES 2008, in press.
    • (2008) IEEE, ICCES
    • Cufoglu, A.1    Lohi, M.2    Madani, K.3
  • 2
    • 0346707377 scopus 로고    scopus 로고
    • Adaptive controlling the QoS of multimedia wireless applications through user profiling techniques
    • Pages
    • Araniti G., Meo P. D., Iera A. and Ursino D. (2003) "Adaptive controlling the QoS of multimedia wireless applications through user profiling techniques", IEEE Journal on selected areas in communication, Vol. 21, No. 10, Page(s) 1546-1556.
    • (2003) IEEE Journal on selected areas in communication , vol.21 , Issue.10 , pp. 1546-1556
    • Araniti, G.1    Meo, P.D.2    Iera, A.3    Ursino, D.4
  • 3
    • 60649101747 scopus 로고    scopus 로고
    • Human Factors (HF).
    • ETSI , Online] Available from
    • ETSI (2005) Human Factors (HF). "User profile management" [Online] Available from: http://webapp.etsi.org
    • (2005) User profile management
  • 5
    • 2342455113 scopus 로고    scopus 로고
    • Creating user profiles to improve information quality
    • Pages, Online] Available From
    • Henczel S. ( 2004) "Creating user profiles to improve information quality" Factiva, Vol. 28, No 3, Page(s) 30, [Online] Available From: http://global.factiva.com/ha/default.aspx
    • (2004) Factiva , vol.28 , Issue.3 , pp. 30
    • Henczel, S.1
  • 6
    • 60649090557 scopus 로고    scopus 로고
    • Usability by, Online] Available from
    • Usability by Design (2004) User Profiling [Online] Available from: www.usability.uk.com/glossary/user-profiling.htm
    • (2004) User Profiling
    • Design1
  • 7
    • 60649085286 scopus 로고    scopus 로고
    • Online] Available from
    • Open Interface LTD. (-) User Profiling [Online] Available from: http://www.openinterface.ie/development/design-user.html
    • Open Interface LTD. (-) User Profiling
  • 9
    • 70449094598 scopus 로고    scopus 로고
    • Paper apperas in ECML2004 15th European Conference on Machine Learning, Pisa, Italy, Online] Available from
    • Zhang H.; Su J.; (2004) "Naive Bayesian classifiers for ranking". Paper apperas in ECML2004 15th European Conference on Machine Learning, Pisa, Italy. [Online] Available from: http://www.cs.unb.ca/profs/ hzhang/publications/NBRanking.pdf
    • (2004) Naive Bayesian classifiers for ranking
    • Zhang, H.1    Su, J.2
  • 10
    • 36948999941 scopus 로고    scopus 로고
    • CA: University of California, School of Information and Computer Science, Online] Available from
    • Asuncion A. and Newman D.J. (2007) UCI Machine Learning Repository Irvine, CA: University of California, School of Information and Computer Science. [Online] Available from: http://www.ics.uci.edu/~mlearn/MLRepository. html
    • (2007) UCI Machine Learning Repository Irvine
    • Asuncion, A.1    Newman, D.J.2
  • 11
    • 0042346121 scopus 로고    scopus 로고
    • Kluwer Academic Publisher, Netherland, Online] Available from
    • Provost F. and Domingos P. (2002) "Tree induction for probability based ranking" . Kluwer Academic Publisher, Netherland, Vol 52, No 3 [Online] Available from: http://portal.acm.org
    • (2002) Tree induction for probability based ranking , vol.52 , Issue.3
    • Provost, F.1    Domingos, P.2
  • 12
    • 14644390912 scopus 로고    scopus 로고
    • Using AUC and accuracy in evaluating learning algorithms
    • Pages
    • Huang J. and Ling C. X. (2005) "Using AUC and accuracy in evaluating learning algorithms". IEEE Transactions on Knowledge and Data Engineering, Vol 17 , No 3, Page(s): 299 - 310.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.3 , pp. 299-310
    • Huang, J.1    Ling, C.X.2
  • 13
    • 70449107008 scopus 로고    scopus 로고
    • Jensen F.V. Introduction to Bayesian Networks. Denmark: Hugin Expert A/S, 1993.
    • Jensen F.V. Introduction to Bayesian Networks. Denmark: Hugin Expert A/S, 1993.
  • 14
    • 33749371660 scopus 로고    scopus 로고
    • Learning lazy Naïve Bayesian classifier for ranking
    • Paper presented at the, IEEE, Page(s) 5pp
    • Jiang L. and Guo Y. (2005) "Learning lazy Naïve Bayesian classifier for ranking". Paper presented at the 17th IEEE Conference on Tools with Artificial Intelligence, IEEE 2005. Page(s) 5pp.
    • (2005) 17th IEEE Conference on Tools with Artificial Intelligence , pp. 2005
    • Jiang, L.1    Guo, Y.2
  • 15
    • 37649020949 scopus 로고    scopus 로고
    • Wang Z. and I. Webb G. (2002) Comparison of lazy bayesian rule and tree-augmented bayesian learning. Paper presented at the IEEE Conference on Data Mining, ICDM 2002, Page(s): 490-497.
    • Wang Z. and I. Webb G. (2002) "Comparison of lazy bayesian rule and tree-augmented bayesian learning". Paper presented at the IEEE Conference on Data Mining, ICDM 2002, Page(s): 490-497.
  • 22
    • 0031623647 scopus 로고    scopus 로고
    • Support vector machine approach to decision trees
    • Paper appears in the International Conference on Neural Networks, Pages
    • Bennett K.P., Blue J. A. (1998) "Support vector machine approach to decision trees". Paper appears in the International Conference on Neural Networks, 1998 IEEE. Page(s) 2396-2401
    • (1998) 1998 IEEE , pp. 2396-2401
    • Bennett, K.P.1    Blue, J.A.2
  • 23
    • 0025725905 scopus 로고    scopus 로고
    • David W. Aha, Kibler D. and K. Albert M. (1991) Instance-based learning algorithms . Machine Learning journal, 1, No 6, ISDN 1573- 0565, Page(s) 37-66. [Online] Available from: http://www.springerlink.com/ content/kn127378pg361187/fulltext.pdf
    • David W. Aha, Kibler D. and K. Albert M. (1991) "Instance-based learning algorithms" . Machine Learning journal, Vol 1, No 6, ISDN 1573- 0565, Page(s) 37-66. [Online] Available from: http://www.springerlink.com/ content/kn127378pg361187/fulltext.pdf


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.