Pattern Recognition
In pattern recognition interest is
focused on aggeragation schemes for multiple classifiers, modular and ensemble
classification and clustering, cooperative clustering
techniques, particle swarm clustering, shape based retrieval, character recognition and biometrics.
Relevant Recent Publications
- Wanas, N, Dara, R. and Kamel, Mohamed S., "Adaptive Fusion and Co-operative Training for Classifier
Ensembles, Pattern Recognition, Vol 39, No. 9, Pages 1781-1794, 2006.
- Yang, Yan and Kamel, Mohamed S., "An Aggregated Clustering Approach Using Multi-Ant Colonies Algor
ithms", Pattern Recognition, Vol. 39, No.7, Pages 1278-1289, July, 2006.
- Kong, A., Zhang, D. and Kamel, M., "An analysis of
brute-force break-ins of a palmprint authentication system", IEEE
Trans. SMC, Part B, Vo. 36, No. 5, pp. 1201-1205, 2006.
- Kong, B., Cheung, K., Zhang, D., Kamel, M., and You,
J., "An analysi
s of Biohashing and its variants",
Pattern Recognition, Vol. 39, No.7, Pages 1359-1368, July 2006.
- Kong, A, Zhang, D. and Kamel, M., "Plamprint identification using feature-level fusion", Pattern Re
cognition, Vol. 39, No.3, pp. 478-487, 2006.
- Bakus, J. and Kamel, M., "Higher Order Feature
Selection for Text Classification", Knowledge and
Information Systems (KAIS) Journal, Vol. 9, No.4, pp. 468-491, 2006.
- Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "Adaptive Fuzzy k-NN Classifier for EMG Signal Decomposition", Medical Engine
ering & Physics, Vol. 28, Issue , pp.694-709, 2006.
- El-Rube, I., Ahmed, M., Kamel, M., "Wavelet
Approximation-Based Invariant Shape Representation
Functions", IEEE Trans PAMI, Vol 28, No. 2, pp. 323-327, 2006.
- Alajlan, N., Kamel, M. S., Freeman, G., "Multi-object Image Retrieval Based on Shape and Topology", Signal Processing: Image Communication, Vol. 21, pp 904-918, 2006.
- El Badawy, O. and Kamel, M., "
Hierarchical Representation of 2-D Shapes using Convex
Polygons: a Contour-Based Approach", Pattern Recognition
Letters, Volume 26, Issue 7, pp 865-877, May 2005.
- Miner, B., Basir, O., and Kamel, M., "
Understanding Hand Gestures Using Approximate Graph
Matching", IEEE Trans SMC Part A, Vol 35, No. 2, pp.
239-248, 2005.
- Hammouda, K. and Kamel, M., "
Document Similarity Using a Phrase Indexing Graph Model,
Knowledge and Information Systems", vol. 6, no. 6, pp.
710-727, November 2004.
- Hammouda, K. and Kamel, M., "
Efficient Phrase-based Document Indexing for Web Document
Clustering", IEEE Transactions on Knowledge and Data
Engineering, Vol. 16, no. 10, pp. 1279-1296, 2004.
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