Differential diagnosis knowledge building by using CUC-C4.5 framework

Journal of Computer Science

Volumn 6, Issue 2, 2010, Pages 180-185

  Kusrini, ^a,b   Hartati, Sri ^a   Wardoyo, Retantyo ^a   Harjoko, Agus ^a  

^a GADJAH MADA UNIVERSITY   (Indonesia)

^b STMIK AMIKOM Yogyakarta   (Indonesia)

Author keywords

C4.5; Decision tree; Differential diagnosis; Framework CUC C4.5; Knowledge building

Indexed keywords

EID: 77952496732     PISSN: 15493636     EISSN: None     Source Type: Journal    
DOI: 10.3844/jcssp.2010.180.185     Document Type: Article

References (10)

1. Abidi, S.S.R, 2002. Designing Adaptive Hypermedia for Internet Portals: A Personalization Strategy Featuring Case Base Reasoning with Compositional Adaptation, Springer Berlin/Heidelberg, ISBN: 978-3-540-00131-7, pp: 60-69.
2. Berry, M.J.A. and L.S. Gordon, 2004. Data Mining Techniques for Marketing, Sales and Customer Relationship Management. 2nd Edn., Wiley Publishing, Inc., Indianapolis, Indiana, ISBN: 0-471-47064-3, pp: 354-358.
3. Craw, S., 2005. Case based reasoning: Lecture 3: CBR Case-Base Indexing. http://www.comp.rgu.ac.uk/staff/smc/teaching/cm3016/Lecture-3-cbr-indexing.ppt.
4. Darmojo, B., 2002. Penatalaksanaan penderita lanjut usia secara terpadu. http://www.tempointeraktif.com/medika/arsip/012002/sek-2.htm.
5. Fan, J. and P. Dan Wen, 2007. Application of C4.5 algorithm in web-based learning assessment system. Proceeding of the International Conference on Machine Learning and Cybernetics, Aug. 19-22, IEEE Xplore Press, Hong Kong, pp: 4139-4143. DOI: 10.1109/ICMLC.2007.4370871.
6. Kim, D.M., K. Kim, K.H. Park, J.H. Lee and K.M. Lee, 2007. A Music Recommendation System with a Dynamic K-means Clustering Algorithm. Proceeding of the 6th International Conference on Machine Learning and Applications, Dec. 13, IEEE Xplore Press, Cincinnati, OH., DOI: 10.1109/ICMLA.2007.97.
7. Kohavi, R. and R. Quinlan, 1999. Decision tree discovery. DOI: 10.1.1.4.5353.
8. Lee, G.N. and H. Fujita, 2007. K-means Clustering for Classifying Unlabelled MRI Data. Proceeding of the Digital Image Computing Techniques and Applications, Dec. 3-5, IEEE Xlpore Press, USA., pp: 92-98. DOI: 10.1109/DICTA.2007.4426781.
9. Niknafs, A.A., M.E. Shiri and M.M. Javidi, 2005. An intelligent knowledge sharing strategy featuring item-based collaborative filtering and case based reasoning. Proceeding of the Intelligent Systems Design and Applications, Sept. 8-10, IEEE Xlpore Press, USA., pp: 67-72. DOI: 10.1109/ISDA.2005.22.
10. Quinlan, J.R., 1993. C4.5: Programs for Machine Learning. 2nd Edn., Morgan Kaufmann Publishers, Inc., USA., ISBN: 1-55860-238-0, pp: 20-26.