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Nabil Barakat, M., Barakat, N., Diederich, J. and Al Lawati, J. (2005). Diagnosis of diabetes mellitus: case of different cutoff values: A data mining approach. In: International Journal of Diabetes & Metabolism: 1st International Conference of the Gulf group of the study of Diabetes. 1st International Conference of the Gulf Goup of the Study of Diabetes, Dubai, (42-42). 13-15 February, 2005. 321  
Barakat, N. M. H. and Al Lawati, J. (2006). Diagnosis of impaired glucose tolerance: Do we need oral glucose tolerance test?. In: Recent Advances in Diabetes Mellitus and its Complications. International Conference on Recent Advances in Diabetes Mellitus and its Complications, Hilton Hotel, Al Ain, United Arab Emirates, (). 6-9 March, 2006. 36  
Barakat, Nahla and Diederich, Joachim (2005) Eclectic rule-extraction from support vector machines. International Journal of Computational Intelligence, 2 1: 59-62. 477 485
Diederich, Joachim and Barakat, Nahla (2004). Hybrid rule-extraction from support vector machines. In: 2004 IEEE Conference on Cybernetics and Intelligent Systems. 2004 IEEE Conference on Cybernetics and Intelligent Systems, Singapore, (1271-1276). 1-3 December 2004. doi:10.1109/ICCIS.2004.1460774 318 514 0 0
Diederich, Joachim and Barakat, Nahla (2004). Knowledge Initialisation for Support Vector Machines. In: N. Kasabov and Z. S. H. Chan, Conference on Neuro-Computing and Evolving Intelligence (KEDRI 2004), Auckland, New Zealand, (). 13-15 December, 2004. 235 297
Barakat, Nahla and Diederich, Joachim (2004). Learning-based Rule-Extraction from Support Vector Machines. In: The 14th International Conference on Computer Theory and applications ICCTA'2004, Alexandria, Egypt, (). 28-30 September, 2004. 739 1429
Barakat, Nahla and Diederich, Joachim (2004). Learning-Based Rule-Extraction From Support Vector Machines: Performance On Benchmark Data Sets. In: N. Kasabov and Z. S. H Chan, Proceedings of: 3rd Conference on Neuro-Computing and Evolving Intelligence (NCEI’04). 3rd Conference on Neuro-Computing and Evolving Intelligence (NCEI’04), Auckland, New Zealand, (). 13-15 December, 2004. 423 765
Barakat, Nahla H. and Bradley, Andrew P. (2007) Rule extraction from support vector machines: A sequential covering approach. IEEE Transactions on Knowledge and Data Engineering, 19 6: 729-741. doi:10.1109/TKDE.2007.1023 153 1 20 Cited 27 times in Scopus27 0
Barakat, N. and Bradley, A. P. (2006). Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve. In: Y. Tang, P. Wang, G. Lorette and D. S. Yeung, Proceedings, The 18th International Conference on Pattern Recognition. The 18th International Conference on Pattern Recognition (ICPR'06), Hong Kong, (812-815). 20-24 August, 2006. doi:10.1109/ICPR.2006.1021 290 823 4 Cited 12 times in Scopus12 0