Journal Publications

2012

  1. Ahmadi, A., Karray, F. and Kamel, M., "Model Order Selection for Multiple Cooperative Swarms Clustering Using Stability Analysis", Information Sciences, Vol. 182, No. 1, pp.169-183, 2012.

2011

  1. Farahat, A. and Kamel, M., "Statistical Semantics for Enhancing Document Clustering", Knowledge and Information Systems (KAIS) Journal, Vol. 28. No. 2, pp. 365-393, 2011.
  2. Miao, Y., Khamis, Alaa, Karray, F. O., Kamel, M., "A Novel Approach to Path Planning for Autonomous Mobile Robots", International Journal of Control and Intelligent Systems, Vo. 39, No. 4, pp. 2312-2319, 2011.
  3. Miao, Y., Kamel, M., "Pairwise Optimized Rocchio Algorithm for Text Categorization", Pattern Recognition Letters, Vol. 32, No. 2, pp. 375-382, 2011.
  4. ElAyadi, M, Kamel, M.S., and Karray, F., "Survey on Speech Emotion Recognition: Features, Classification Schemes and Databases", Pattern Recognition, Vol. 44, No. 3, pp. 572-587, 2011.
  5. Makrehchi, M., Kamel. M.S.,, ``Impact of Term Dependency and Class Imbalance on the Performance of Feature Ranking Methods for Text Classifiers", International Journal of Pattern Recognition and Artificial Intelligence, Vol. 25, No. 7, pp.953-983, 2011.
  6. Makrehchi, Masoud and Kamel, Mohamed S., "An information theoretic approach to generating fuzzy hypercubes for if-then classifiers", Journal of Intelligent & Fuzzy Systems 22, pp. 33-52, 2011.

2010

  1. Shehata, S., Karray, F. and Kamel, M., "An Efficient Model For Enhancing Text Categorization Using Sentence Semantics", Computational Intelligence, Vol. 26, No. 3, pp. 215-231, 2010.
  2. Shehata, S., Karray, F. and Kamel, M., "An Efficient Concept-based Mining Model for Enhancing Text Clustering", IEEE Transactions Knowledge and Data Engineering, Vol 22, No. 10, pp. 1360-1371, 2010.
  3. Ahmadi, A., Karray, F. and Kamel, M., "Flocking Based Approach for Data Clustering", Natural Computing, Vol. 9, No. 3, pp. 767-791, 2010.
  4. Kashef, R., and Kamel, M., "Cooperative Clustering", Pattern Recognition, Vol. 43, No. 6, pp. 2315-2329, 2010.   
  5. Dara, R., Makrehchi, M., and Kamel, M., "Filter-Based Data Partitioning for Training Multiple Classifier Systems", IEEE Transactions on Knowledge and Data Engineering, Vol. 22, No. 4, pp. 508-522, 2010.
  6. El-Abd, M., and Kamel, M., "A Cooperative Particle Swarm Optimizer with Migration of Heterogeneous Probabilistic Models", Swarm Intelligence, Springer, Vol. 4, No. 1, pp. 57-89, 2010.
  7. Kong, A., Zhang, D., and Kamel, M., "An Analysis of IrisCode", IEEE Transactions on Image Processing, Vol. 19, No. 2, pp. 522-532, 2010.
  8. Xia, Y., Kamel, M., Leung, H., "A Fast Algorithm for AR Parameter Estimation using a Novel Noise-Constrained Least-Squares Method", Neural Networks, Vol. 23, No. 3, pp. 396-405, 2010.
  9. Ayad, H., Kamel, M., "On Voting-Based Consensus of Cluster Ensembles", Pattern Recognition, Vol. 43, No. 5, pp. 1943-1953, 2010.
  10. El-Abd, M., Hassan, H., Anis, M., Kamel, M. and El-Masry, M. I., "Discrete Cooperative Particle Swarm Optimization for FPGA Placement", Applied Soft Computing, Vol. 10, No. 1, pp. 284-295, January 2010. 
  11. Rasheed, Sarbast, Stashuk, Daniel W. and Kamel, Mohamed S., "Integrating Heterogeneous Classifier Ensembles for EMG Signal Decomposition Based on Classifier Agreement", IEEE Trans. Information Technology in Biomedicine, Vol. 14, No. 3, pp. 866-882, 2010.

2009

  1. Khaled Hammouda, Mohamed S. Kamel, "Hierarchically-Distributed Peer-to-Peer Document Clustering and Cluster Summarization", IEEE Transactions on Knowledge and Data Engineering, Vol. 21, No. 5, pp.681-698, 2009.
  2. Kashef, R., and Kamel, M, "Enhanced Bisecting k-means Clustering Using Intermediate Cooperation". Pattern Recognition, Vol. 42, No. 11, pp. 2557-2569, 2009.
  3. Kong, A., Zhang, D., and Kamel, M., "A Survey of Palmprint Recognition" Pattern Recognition, Vol. 42., No.7, pp. 1408-1418, 2009.
  4. Dara, R, Kamel, M, Wanas, N., "Data Dependency in Multiple Classifier Systems", Pattern Recognition, Vol. 42, No. 7, pp. 1260-1273, 2009.
  5. Noha A. Yousri, Mohamed S. Kamel, and Mohamed A. Ismail, "A Distance-Relatedness Dynamic Model for Clustering High Dimensional Data of Arbitrary Shapes and Densities", Pattern Recognition , Vol. 42, No. 7, pp. 1193-1209, 2009.
  6. Kamel, M.S. and Xia, Y., "Cooperative Recurrent Modular Neural Networks for Constrained Optimization: A survey of models and applications", Cognitive Neurodynamics, Vol. 3, No. 1, pp.47-81, 2009.
  7. M. Shokri, H.R. Tizhoosh, M. Kamel, "Oppositional Target Domain Estimation Using Grid-Based Simulation", Applied Soft Computing, Vol. 9 pp. 423-430, 2009.
  8. Chen, Lei and Kamel, Mohamed S, "A Generalized Adaptive Ensemble Generation and Aggregation Approach for Multiple Classifier Systems", Pattern Recognition, Vol. 42, No. 5, pp. 629-644, 2009.
  9. Sun, Y.,Wong, A.K.C., Kamel, M.S., "Classification of Imbalanced Data: A Review", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 23, No. 4, pp. 687-719, 2009.

2008

  1. Richard Khoury, Fakhreddine Karray, Mohamed S. Kamel,  “Domain Representation using Possibility Theory: An Exploratory Study”, IEEE Transaction on Fuzzy Systems,  Vol. 16, No. 6, pp. 1531-1541, 2008.
  2. Alajlan, N., Kamel, M. S., Freeman, G., "Geometry-based Image Retrieval in Binary Image Databases", IEEE Trans on Pattern Analysis and Machine Intelligence, Vol 30, No. 6, pp. 1003-1013, 2008.
  3. Ayad, H and Kamel, M., "Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters", IEEE Trans on Pattern Analysis and Machine Intelligence, Vol. 30, No. 1, pp. 160-173, 2008.
  4. AL-Mutairi, M., Hipel, K. and Kamel, M., "Trust and Cooperation from a Fuzzy Perspective", Mathematics and Computers in Simulation, Vol 76, issue 5-6, pp. 430-446, Elsevier, 2008.
  5. AL-Mutairi, M., Hipel, K. and Kamel, M., "Fuzzy Preferences in Conflicts", International Journal on Systems Science and Systems Engineering (JSSSE), Springe r, Vol 17, No. 3, pp. 257-276, 2008.
  6. El-Abd, Mohammed and Kamel, Mohamed S., "A Taxonomy of Cooperative Particle Swarm Optimizers", International Journal of Computational Intelligence Research, Vol. 4, No.2, 2008.
  7. ElAyadi, M, Kamel, M.S., and Karray, F., "Toward a tight upper bound for the error probability of the binary Gaussian classification problem", Pattern Recognition, Vol. 41, No. 6, pp. 2120-2132, 2008.
  8. Hammouda, K., Kamel. M., "Distributed Collaborative Web Document Clustering Using Cluster Keyphrase Summaries", Information Fusion Journal, Vol. 9, No.4, pp. 465-480, 2008.
  9. Khoury, Richard, Karray, Fakhreddine and Kamel, Mohamed,"Keyword Extraction Rules Based on a Part-Of-Sp eech Hierarchy", International Journal of Advanced Media and Communication ( IJAMC), Vol. 2, No.2, pp 138-153, 2008.
  10. Kong, A., Zhang, D., and Kamel, M., "Three Measures for Secure Palmprint Identification", Pattern Recognition, Vol. 41, No. 4, pp. 1329-1337, 2008.
  11. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "Fusion of Multiple Classifiers for Motor Unit Potential Sorting", Biomedical Signal Processing and Control Journal, 3, pp.229-243, 2008.
  12. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "An Interactive Environment for Motor Unit Potential Classification Using Certainty-Based Classifiers",Simulation Modelling Practice and Theory, Vol 16, No 9, Oct 2008, pp. 1293-1311.
  13. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "Diversity-Based Combination of Non-parametric Classifiers for EMG Signal Decomposition", Pattern Analysis & Applications Journal, Volume 11, Numbers 3-4, pp. 385-408, 2008.
  14. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "A Software Package for Interactive Motor Unit Potential Classification Using Fuzzy k-NN Classifier", Computer Methods and Programs in Biomedicine, vol 89, No.1, pp.56-71, 2008.
  15. Xia, Y. and Kamel, M.S., "A Cooperative Recurrent Neural Network for Solving L1 Estimation problems with General Linear Constraints", Neural Computation, Vol. 20, No. 3, pp. 844-872, 2008.
  16. Xia, Y. and Kamel, M.S., "A Generalized Least Absolute Deviation Method for Parameter Estimation of Auto regressive Signals", IEEE Trans on Neural Networks, Vol 19, No.1, pp. 107-118, 2008.
  17. Xia, Y. and Kamel, M.S., "Cooperative Learning Algorithms for Data Fusion Using Novel L1 Estimation", IEEE Trans on Signal Processing, Vol. 56, No. 3, pp. 1083-1095, 2008.

2007

  1. Xia, Y. and Kamel, M.S., "Cooperative Recurrent Neural Networks for the Constrained L1 Estimator", IEEE Trans on Signal Processing, Vol. 55, No. 7, Part I, pp. 3192- 3206, 2007.
  2. Xia, Y. and Kamel, M.S., "A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm", Neural Computation, Vol. 19, No. 6, pp. 1589-1632, 2007.
  3. Xia, Y. and Kamel, M.S., "Novel Cooperative Neural Fusion Algorithms For Image Restoration and Image Fusion", IEEE Trans on Image Processing, Vol. 16, No. 2, pp. 367-381, 2007.
  4. Xia, Y., Feng, G. and Kamel, M., "Development and Analysis of a Neural Dynamical Approach to Nonlinear Programming Problems", IEEE Trans on Automatic Control, Vol 52, No. 11, pp. 2154-2159, 2007.
  5. Sun, Y., Kamel, M. S., Wong, A.K.C., and Wang. Y., "Cost-Sensitive Boosting for Classification of Imbalanced Data", Pattern Recognition, Volume 40, Issue 12, pp. 3358-3378, 2007.
  6. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "A Hybrid Classifier Fusion Approach for Motor Unit Potential Classification during EMG Signal Decomposition", IEEE Transaction on Biomedical Engineering, Vol. 54, No. 9, pp. 1715-1721, 2007.
  7. Alajlan, N., Kamel, M. S., El Rube, I., Freeman, G., "Shape Retrieval Using Triangle-Area Representation and Dynamic Space Warping", Pattern Recognition, Volume 40, Issue 7, pp. 1911-1920, 2007.
  8. Khoury, R., Karray, F., Sun, Y., Kamel, M., Basir, O., "Semantic Understanding of General Linguistic Items by Means of Fuzzy Set Theory", IEEE Transactions on Fuzzy Systems, Vol. 15, No. 15, pp.757-771, 2007.
  9. Shahir, S., Basir, O. and Kamel, M., "Stand-alone Embedded Vision System Based on Fuzzy Associative Database", Image and Vision Computing, Volume 25, Issue 7, Pages 1165-1173, July, 2007.
  10. Jiang, Ju., and Kamel, M., "An Algorithm for Improving the Robustness of Direct Policy Search-based Reinforcement Learning", Journal of Dynamics of Continuous, Discrete and Impulsive Systems, special volume on Advances in Neural Networks:Theory and Applications, Vol. 14(SI), pp. 202-206, 2007.
  11. Jiang, Ju, Chen, Lei, Kamel, M. S. and Zhang, Yi, "The Effect of Indexing Methods on SVM Text Categorization", Journal of Dynamics of Continuous, Discrete and Impulsive Systems, special volume on Advances in Neural Networks:Theory and Applications, Vol. 14(SI), pp 689-693, 2007.
  12. Khamis, Alaa M., Kamel, Mohamed S., Salichs, Miguel A., "Human-Robot Interfaces for Social Interaction", International Journal of Robotics and Automation, Vol. 22, No. 3, pp 215-221, 2007.

2006

  1. Jiang, Ju., Kamel, M.S., Chen, L., "Aggregation of Multiple Reinforcement Learning Algorithms", International Journal of AI Tools, Vol 15, No. 5, pp. 855-861, 2006.
  2. 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.
  3. Yang, Yan and Kamel, Mohamed S., "An Aggregated Clustering Approach Using Multi-Ant Colonies Algorithms", Pattern Recognition, Vol. 39, No.7, Pages 1278-1289, July, 2006.
  4. 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.
  5. Kong, B., Cheung, K., Zhang, D., Kamel, M., and You, J., "An analysis of Biohashing and its variants", Pattern Recognition, Vol. 39, No.7, Pages 1359-1368, July 2006.
  6. Kong, A, Zhang, D. and Kamel, M., "Plamprint identification using feature-level fusion", Pattern Recognition, Vol. 39, No.3, pp. 478-487, 2006.
  7. 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.
  8. El Rube', I., Alajlan, N., Kamel, M. S., Ahmed, M., Freeman, G., "MTAR: A Robust 2D Shape Representation", International Journal of Image and Graphics, Vol. 6, No. 3, Pages 421-443, 2006.
  9. 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.
  10. 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.
  11. Tehrani, A.M., Kamel, M.S. and Khamis, A., "Fuzzy Reinforcement Learning for Embedded Soccer Agents in a Multiagent Context", published in Special Issue on Agents Meet Robots, International Journal of Robotics and Automation, Vol 21, No.2, pp. 110-119, 2006.
  12. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "Adaptive certainty-based classification for decomposition of EMG signals", Medical & Biological Engineering & Computing, Vol 44, No 4, pp. 298-310, 2006.
  13. Rasheed, Sarbast, Stashuk, Daniel and Kamel, Mohamed, "Adaptive Fuzzy k-NN Classifier for EMG Signal Decomposition", Medical Engineering & Physics, Vol. 28, Issue , pp.694-709, 2006.

2000-2005

1980-1999

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