Amine's Publications

Tazi LN, Bensaid AM and Skarmeta A.: "Data Mining for Text Categorization," International Journal of Intelligent Systems , 2000.
Bensaid AM, Bouqata B and Palliam R.: "Recurrent Artificial Neural Networks for Forecasting of Forward Interest Rates," SA Journal of Business Management , Vol. 31, No. 4, December 2000.
Bouqata B, Bensaid AM, Palliam R and Gómez Skarmeta A.: "Time Series Prediction Using Crisp and Fuzzy Neural Networks: A Comparative Study," Conference on Computational Intelligence for Financial Engineering(CIFEr) , NY, March, 2000.
Bouqata B, Bensaid AM and Palliam R.: "Recurrent Artificial Neural Networks for Forecasting of Forward Interest Rates," Int'l Joint Conf. on Neural Networks , Washington, DC, July '99.
Benkhalifa M and Bensaid AM.: "A Comparison of Two Semi-Supervised Clustering Algorithms for Text Categorization," Conf. of North-American Fuzzy Information Processing Society (NAFIPS) , New York, NY, June '99.
Hassar H and Bensaid AM.: "Validation of Fuzzy and Crisp c-Partitions," Conf. of North-American Fuzzy Information Processing Society (NAFIPS) , New York, NY, June '99.
Hassar H and Bensaid AM.: "Fuzzy Generalized Dunn's Indices for Cluster Validity," Int'l Conf. on Computational Intelligence for Modeling, Control and Automation, Vienna, Austria, Feb. '99.
Bensaid AM and Bezdek JC.: "Semi-Supervised Point-Prototype Clustering," Int'l Journal of Pattern Recognition and Artificial Intelligence , Vol. 12, No. 5, '98.
Bensaid AM, Bouhouch N, Bouhouch R, Fellat R and Amri R.: "Classification of ECG Patterns Using Fuzzy Rules Derived from ID3-Induced Decision Trees." Proceedings of North American Fuzzy Information Processing Society (NAFIPS) conf. , pp. 34-38, Pensacola, FL, Aug. 20-21, 1998.
Tazi LN, Bensaid AM and Bezdek JC.: "Improved Semi-Supervised Point-Prototype Clustering Algorithms," IEEE Int'l Conf. on Fuzzy Systems , IEEE World Congress on Computational Intelligence , Anchorage, Alaska, May 4-9, 1998.
Maelainin SA and Bensaid AM.: "FDMQL: A Fuzzy Data Mining Query Language," 2nd Int'l Conf. on Knowledge-Based Intelligent Electronic Systems , Adelaide, Australia, Apr. 21-23, 1998.
Bensaid AM and Bezdek JC.: "Semi-Supervised Point-Prototype Clustering," Int'l Journal of Pattern Recognition and Artificial Intelligence , Vol. 12, No. 5, 1998.
Rachidi T, Maelainin SA and Bensaid AM.: "Scene Change Detection Using Adaptive Skip Factors," International Conference on Image Processing , October 26-29, Santa Barbara, California, USA. 1997.
Amar A, Tazi LN and Bensaid AM.: "Partial Supervision Using Hierarchical Clustering Algortihms," Fifth European Congress on Intelligent Techniques and Soft Computing (EUFIT '97) , pp. 1837-41, Aachen, Germany, Sept. 8-11, 1997.
Amar A, Tazi LN and Bensaid AM.: "Semi-Supervised Hierarchical Clustering Algortihms," Sixth Scandinavian Conference on Artificial Intelligence (SCAI'97) , pp. 232-39, Helsinki, Finland, August 18-20, 1997.
Amar A, Rachidi T, Coghlan L, Bensaid AM, Benjelloun H, Benomar M, and Imani F.: "Measurement of Normal Vectors of the Left Ventricle from Segmented MRI: Comparison of four Practical Methods," Medical Image Understanding and Analysis , Oxford, July 7-8 1997.
Rachidi T, Maelainin SA and Bensaid AM.: "Improved Adaptive Skip Factor For Scene Change Detection," International Conference on Imaging Science, Systems, and Technology (CISST'97) , Las Vegas, Nevada, June 30 - July 3, 1997.
Alaoui S, Bellaachia A, Bensaid AM and Frieder O.: "Using Genetic Algorithms for Task Allocation," Sixth ISCA International Conference on Intelligent Systems , Boston, Massacchusettes, June 11-13, 1997.
Lamehamedi H, Bensaid AM, Bellaachia A and Frieder O.: "Parallelization of a Semi-Supervised Point-Prototype Clustering Algorithm," Sixth ISCA International Conference on Intelligent Systems , Boston, MA, June 11-13, 1997.
Alaoui S, Bellaachia A, Bensaid AM and Frieder O.: "A Parallel Genetic Load Balancing Strategy," The Cluster Computing Conf. , Atlanta, GA, March 9-11, 1997.
Bensaid AM and Bezdek JC.: "Partial Supervision Based on Point-Prototype Clustering Algorithms," Fouth European Congress on Intelligent Techniques and Soft Computing (EUFIT '96) , Aachen, Germany, Sept. 2-5, pp. 1402-1406, 1996.
Bensaid AM, Hall LO, Bezdek JC, Clarke LP, Silbiger ML, Arrigton JA and Murtagh RF.: "Validity-Guided (Re)Clustering with Applications to Image Segmentation," IEEE Trans. on Fuzzy Systems , Vol. 4, No. 2, pp. 112-123, 1996.
Bensaid AM, Hall LO, Bezdek JC and Clarke LP.: "Partially Supervised Clustering for Image Segmentation," Pattern Recognition , Vol. 29, No. 5, pp. 859-871, 1996.
Vaidyanathan M, Clarke LP, Velthuizen RP, Phuphanich S, Bensaid AM, Hall LO, Bezdek JC and Silbiger ML.: "Comparison of Supervised MRI Segmentation Methods for Tumor Volume Determination During Therapy," Magnetic Resonance Imaging , Vol. 13, No. 4, pp. 719-728, 1995.
Velthuizen RP, Clarke LP, Phuphanich S, Hall LO, Bensaid AM, Arrington JA, Greenberg HM and Silbiger ML.: "Unsupervised Tumor Volume Measurement Using Magnetic Resonance Brain Images," Journal of Magnetic Resonance Imaging , Vol. 5, No. 5, pp. 594-605, 1995.
Hall LO, Bezdek JC, Boggavarapu S and Bensaid AM.: "Genetic Fuzzy Clustering." Proceedings of North American Fuzzy Information Processing Society (NAFIPS) conf. , San Antonio, TX, Dec. 1994.
Bezdek JC, Boggavarapu S, Hall LO and Bensaid AM.: "Genetic Algorithms-Guided Clustering." Conf. on Evolutionary Computing, IEEE World Congress on Computational Intelligence , Orlando, Fl, June 1994.
Bensaid AM, Hall LO, Bezdek JC and Clarke LP.: "Fuzzy Cluster Validity in Magnetic Resonance Images," Proc. of SPIE Conf. on Medical Imaging, Vol. 2167 Image Processing , pp. 454-464, Newport Beach, California, February 13-18, 1994.
Velthuizen RP, Hall LO, Clarke LP, Bensaid AM, Arrington JA and Silbiger ML.: "Unsupervised Fuzzy Segmentation of 3D Magnetic Resonance Brain Images." SPIE IS&T Conference , San Jose, CA, Jan. 31 - Feb. 4, 1993.
Hall LO, Bensaid AM, Clarke LP, Velthuizen RP, Silbiger ML and Bezdek JC.: "A Comparison of Neural Network and Fuzzy Clustering Techniques in Segmenting Magnetic Resonance Images of the Brain," IEEE Transactions on Neural Networks , Vol. 3, No. 5, 1992.
Bensaid AM, Hall LO, Bezdek JC, Velthuizen RP and Clarke LP.: "A Partially Supervised Fuzzy c-Means Algorithm for Segmentation of MR Images," SPIE Conf. on the Science of Neural Networks Proc. , Apr. 1992, Orlando, Fl.
Clarke LP, Velthuizen RP, Hall LO, Bezdek JC, Bensaid AM and Silbiger ML.: "Comparison of Supervised Pattern Recognition Techniques and Unsupervised Methods for MRI Segmentation," Proc. SPIE Medical Imaging VI Conference, Vol. 1652 , SPIE Press, Bellingham, WA, 668-677, 1992.
Clarke LP, Velthuizen RP, Bensaid AM, Hall LO, Trotti A, Philips C and Silbiger ML.: "MRI: Medical Expert Workstation Using AI Techniques," Symposium for Computer Assisted Radiology (SCAR) , Baltimore, Maryland, June 14-17, 1992.
Bensaid AM, Hall LO, Clarke LP and Velthuizen RP.: "MRI Segmentation Using Supervised and Unsupervised Methods," IEEE Eng. Med. & Biol., Proceedings of 13th Annual Meeting , Oct. 31st-Nov. 3rd, Orlando, Florida, 1991.
Velthuizen RP, Clarke LP, Hall LO and Bensaid AM.: "Multispectral 3D MRI Segmentation Using Knowledge-Based Systems," Annual Meeting of American Association of Physicists in Medicine (AAPM) , Young Investigator Symposium, San Francisco, CA, July 1991.