Conference Publications (2000-2005)

2005

  1. Hussin, M.F., Kamel, M.S., "Enhanced Neural Network Document Clustering Using SOM based Word Clusters", ICONIP 2005, Taiwan , October 2005.

  2. Yang, Y., Kamel, M. and Jin, F., "A Model of Document Clustering Using Ant Colony Algorithm and Validity Index. IJCNN 2005, Montreal , Canada , August 2005.
  3. El Rube', I. , Alajlan, N., Kamel, M., Ahmed, M., Freeman, G., "Efficient Multiscale Shape-Based Representation and Retrieval", ICIAR 2005, Toronto , Canada ,  LNCS Vol 3656  pp 415, September 28-30, 2005 , accepted.
  4. Gruneir, B., Ghenniwa, H., Kamel, M., Khamis, A., Miners, B., "Agent-Oriented Design of a Multi-Robot system", First International Workshop on Multi-Agent Robotic Systems (MARS 2005), September 13-14, 2005 - Barcelona , Spain , accepted.
  5. El Badawy, O. and Kamel, M., "Compressing 2-D Shapes using Concavity Trees", ICIAR 2005, Toronto , Canada, LNCS  Vol 3656 pp.559, September 28-30, 2005 .
  6. Alajlan, N., El Badawy, O., Kamel, M. and Freeman, G., "Envelope Detection of Multi-Object Shapes", ICIAR 2005, Toronto , Canada ,  LNCS Vol 3656 pp. 399, September 28-30, 2005 .
  7. El Rube', I. , Alaljan, N., Kamel, M., Ahmed, M., Freeman, G., "Robust Multiscale Triangle-Area Representation for 2D shapes", ICIP 2005, Genova , Italy , September 11-14, 2005 , accepted.
  8. Shami, M.T., and Kamel, M.S., "Segment-based approach to the recognition of emotions in speech", Proc. 5th International Conference on Multimedia and Expo, Amsterdam , July 6-8, 2005 , accepted.
  9. Xi, D., Kamel, M. and Lee, S-W, "Skew Estimation and Correction for Form Documents Using Wavelet Decomposition", International Conference on Image Analysis and Recognition (ICIAR 2005), LNCS Vol 3656 pp. 182, September 28-30, 2005 , Toronto (Accepted).
  10. Xi, D., Kamel, M., "Extraction of Filled in Strokes from cheque Image Using Pseudo 2D Wavelet with Adjustable Support", International Conference on Image Processing (ICIP 2005), Genova , Italy , IEEE Vol 2. pp.550-553, September 11-14, 2005 (Accepted).
  11. El-Abd, M. and Kamel, M., "A Taxonomy of Cooperative Search Algorithms", Proceedings of the 2nd International Workshop on Hybrid Metaheuristics HM2005, LNCS, vol. 3636, pp.32-43, 2005.
  12. Kong, A., Zhang, D. and Kamel, M., "A study of brute-force break-ins of a palmprint verification system", Audio- and Video-based Biometric Person Authentication, Westchester Marriott, Tarrytown , New York , USA , LNCS Vol. 3546 pp447-454, July 20-22, 2005 .
  13. Cheung, K.H., Kong, A., Zhang, D., Kamel, M., and You, J., Lam, H. "An Analysis on Accuracy of Cancelable Biometrics Based on BioHashing", Rajiv Khosla, Robert J. Howlett, Lakhmi C. Jain (Eds.): Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, KES 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part III. Lecture Notes in Computer Science 3683 Springer, pp. 1168-1172, 2005.
  14. AL-Mutairi, M., Hipel, K. and Kamel, M., "Cooperation from a Fuzzy Perspective", 17th IMACS World Congress Scientific Coputation, Applied mathematics and Simulation, Paris , France , July 11-15, 2005 .
  15. El-Abd, M., Kamel, M., "Factors Governing The Behaviour of Multiple Cooperating Swarms", Proceedings of the Genetic and Evolutionary Computation Conference GECCO' 05, Washington DC , USA , pp 269-270, June 25-29, 2005 .
  16. Ayad, H.G. and Kamel, M.S., "Cluster-Based Cumulative Ensembles". Nikunj Oza and Robi Polikar (Eds.): Proceedings of the 6th International Workshop on Multiple Classifier Systems, MCS 2005, Monterey Bay, Seaside, California, USA, LCNS 3541, pp236-245 June 13-15, 2005._
  17. El-Abd, M., Kamel, M., "Multiple Cooperating Swarms for Non-Linear Function Optimization", Proceedings of the 4th IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology, 2nd International Workshop on Swarm Intelligence and Patterns SIP05, Muroran, Japan, pp999-1008, May 25-27, 2005.
  18. Adegorite, A.I., Basir, O.A., Kamel, M.S. and Shabban, K.S. "An Approach to Mining Picture Objects Based on Textual Cues", In the proceedings of the 4th International Conference on Machine Learning and Data Mining,  LNCS  Vol. 3587     pp. 466, July 09-11, 2005, Liepzig/Germany (Published) April 2005.
  19. AL-Mutairi, M., Hipel, K., and Kamel, M., "Modeling Trust Using a Fuzzy Logic Approach" in the proceedings of the International Symposium on Systems and Human Science, San Francisco, USA, March 9-11, 2005.
  20. Sun, Y., Karray, F., Basir, O., Sun, J., and Kamel, M., "Fuzzy Methodology for Enhancement of Context Semantic Understanding", The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05 IEEE pp 143-148, May 22-25, 2005.
  21. Yang, Y., Kamel, M. and Jin, F., "Topic Discovery from Document Using Ant-Based Clustering Combination. In Yanchun Zhang, Katsumi Tanaka, Jeffery Xu Yu, Shan Wang, Minglu Li (Eds.), Web Technologies Research and Development, Proceedings of the 7th Asia-Pacific Web conference, APWeb 2005, Shanghai, China, March 29 - April 1, 2005, Lecture Notes in Computer Science 3399 Springer 2005, ISBN 3-540-25207, pp 100-108, 2005.
  22. Sun, Y., Kamel, M., Wong, A.K.C., "Empirical Study on Weighted voting Multiple Classifiers", ICAPR 2005, .
  23. Dara, R.A., Makrehchi, M., Kamel, M.S. "Data Partitioning Evaluation Measures for Classifier Ensembles", Proceedings of the 6th International Workshop on Multiple Classifier Systems, Monterey Bay , California , USA , pp306-315, 2005.
  24. Makrehchi, M., Kamel, M.S. "Text Classification Using Small Number of Features", Machine Learning and Data Mining (MLDM' 2005) Conference, Leipzig, Germany, July 9-11, 2005.
  25. Chen, L. and Kamel, M.S., "Design of Multiple Classifier Systems for Time Series Data", Proceedings of the 6th International Workshop on Multiple Classifier Systems, Monterey Bay , California , USA , pp 216-225.
  26. Hammouda, K., Matute, D., and Kamel, M., "CorePhrase: Keyphrase Extraction for Document Clustering", IAPR International Conference on Machine Learning and Data Mining MLDM' 2005, Leipzig, Germany, pp265-274, 2005.

2004

  1. Hussin, M.F. and Kamel, M., and Nagy, M., "An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction", N. R. Pal, et al. (eds) Proceedings of 11th International Conference on Neural Information Processing ICONIP 2004, Calcutta, India, LNCS 3316, Springer, pp. 158-165 , 2004.
  2. El Rube, I. , Kamel, M., Ahmed, M., "Wavelet-based Affine Invariant Shape Matching and Classification", IEEE ICIP, Singapore , Vol 4, pp2139-2142, 2004.
  3. El Rube, I. , Ahmed, M., Kamel, M., "Coarse-to-fine Multiscale Affine Invariant Shape Matching and Classification". 17th International Conference on Pattern Recognition (ICPR) 2004, Cambridge , UK , Vol 2, pp. 163-166, 2004.
  4. El Rube, I. , Ahmed, M., Kamel, M., "Affine Invariant Multiscale wavelet-based Shape Matching Algorithm", London , Ontario , Canada , CRV2004, pp. 217-224, 2004.
  5. El Rube, I., Kamel, M., Ahmed, M., "2-D Shape Matching using Asymmetric Wavelet-based Dissimilarity Measure", International Conference on Image Analysis and Recognition 2004, ICIAR, Lecture Notes in Computer Science, Vol. 3211, pp. 368-375, Porto, Portugal, ICIAR 2004, 2004.
  6. Koprnicky, M., Ahmed, M. and Kamel, M., "Contour Description Through Set Operations on Dynamic Reference Shapes", International Conference on Image Analysis and Recognition 2004, ICIAR, Lecture Notes in Computer Science, Vol. 3211, pp. 400-407, Porto, Portugal, September 29 - October 1, 2004.
  7. Alajlan, N., Fieguth, P. and Kamel, M., "Robust Shape Retrieval Using Maximum Likelihood Theory", International Conference on Image Analysis and Recognition 2004, ICIAR, Lecture Notes in Computer Science, Vol. 3211, 745-752, 2004.
  8. Xu, Q., Kamel, M. and Salama, M.M.A, "Significance Test for Feature Subset Selection on Image Recognition", International Conference on Image Analysis and Recognition 2004, Lecture Notes in Computer Science, Vol. 3211, pp. 244-252, 2004.
  9. Xu, Q., Kamel, M. and Salama, M.M.A, "A Spatially Adaptive Filter Reducing Arc Stripe Noise for Sector Scan Medical Ultrasound Imaging", International Conference on Image Analysis and Recognition 2004, Lecture Notes in Computer Science, Vol. 3212, pp. 25-32, 2004.
  10. Ayad, H., Basir, O., Kamel, M., "A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles". Fabio Roli, Josef Kittler, Terry Windeatt (Eds.): Multiple Classifier Systems (MCS), 5th International Workshop, Cagliari, Italy, LNCS 3077, Springer, pp. 144-153, 2004.
  11. Dara, R., and Kamel, M., "Sharing Training Patterns among Multiple Classifiers", Fabio Roli, Josef Kittler, Terry Windeatt (Eds.): Multiple Classifier Systems (MCS), 5th International Workshop, Cagliari, Italy, LNCS 3077, Springer, pp. 243-252, 2004.
  12. Chen, L., Kamel, M., Jiang, J., "A Modular System for the Classification of Time Series Data", Fabio Roli, Josef Kittler, Terry Windeatt (Eds.): Multiple Classifier Systems (MCS), 5th International Workshop, Cagliari, Italy, LNCS 3077, Springer, pp. 134-143, 2004.
  13. Wanas, N., Dara, R., Kamel, M., "Co-operative Training in Classifier Ensembles", Information Fusion, ISIF, pp. 74-78, 2004.
  14. Dara, R., and Kamel, M., "Sharing Training Patterns in Neural Network Ensembles", Proceedings of the International Joint Conference on Neural Networks (IJCNN) Budapest , Hungry, pp1157-1162, 2004.
  15. Hussin, M.F. and Kamel, M. "Integrating Phrases to Enhance HSOMART based Document Clustering," International Joint Conf on Neural Network (IJCNN), Budapest , Hungry, July 25-29, 2004 .
  16. Wong, C.S., and Kamel, M., "Comparing viewpoint evaluation functions for Model-based Inspectional Coverage". In First Canadian Conference on Computer and Robot Vision, London , ON , Canada , pp. 287-294, 2004.
  17. Alexandre, L., Campilho, A. and Kamel, Mohamed S., "Bounds for the Average Generalization Error of the Mixture of Experts Neural Network", Proc. of the Joint IAPR International Workshops on Structural, Syntactic, and Statistical Pattern Recognition, Lisbon, Portugal , LNCS 3138, Springer, pp. 618-625, 2004.
  18. El Badawy, O., and Kamel, M., "Matching Concavity Trees", A. Fred et. Al (eds) , Proc. of the Joint IAPR International Workshops on Structural, Syntactic, and Statistical Pattern Recognition, Lisbon, Portugal , LNCS 3138, Springer, pp. 556- 564, 2004.
  19. El Badawy, O., and Kamel, M., "Shape Retrieval using Concavity Tress", 17th International Conference on Pattern Recognition (ICPR) 2004, Cambridge , UK , Vol 3, pp. 111-114, 2004.

2003

  1. Hammouda, K. and Kamel, M., "Incremental Document Clustering Using Cluster Similarity Histograms", The 2003 IEEE/WIC International Conference on Web Intelligence, pp. 597-601, Halifax , Canada , October 2003.
  2. Ayad, H. and Kamel, M. "Refined Shared Nearest Neighbors Graph for Combining Multiple Data Clusterings", Advances in Intelligent Data Analysis. The 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin , Germany , Proceedings. LNCS 2810, Springer. pp. 307-318, 2003.
  3. Kamel, M. and Wanas, N., "Data dependence in combining classifiers, Multiple Classifiers Systems", invited paper, Proc. of the Fourth International Workshop, Lecture notes on Computer Science, LNCS 2709, Springer, pp. 1-14, 2003.
  4. Ayad, H. and Kamel, M., "Finding Natural Clusters using Multi-Clusterer Combiner in Shared Nearest Neighbors", Proc. of the Fourth International Workshop, Lecture notes on Computer Science, LNCS 2709, UK, Springer, pp. 166-175, 2003.
  5. Yang, Y. and Kamel, M., "Clustering Ensemble Using Swarm Intelligence", IEEE Swarm Intelligence Symposium, pp. 65-71, 2003.
  6. Alhichri, H. and Kamel, M., "Image Registration Using Collinear Virtual Circles", IEEE International Conference on Image Processing (ICIP) , Vol 2, pp. 339-342, 2003.
  7. Dawoud, A. and Kamel, M., "Iterative Sub-image Binarization for Document Images", IEEE ICIP 2003, Vol I, pp. 553-556, 2003.
  8. Dawoud, A. and Kamel, M., "New Approach for the Skeletonization of Handwritten Characters in Gray-Level Images", International Conference on Document Analysis and Recognition, ICDAR 03, pp. 1233-1237, 2003.
  9. Hussin, M. and Kamel, M., "Document Clustering using Hierarchical SOMART Neural Network, IEEE-INNS (International Neural Network Society), IJCNN03, Vol 3, 2238-2242, 2003.
  10. Jiang, J., Zhang, C. and Kamel, M., "RBF-Based Real-Time Hierarchical Intrusion Detection Systems", Volume 2, IEEE-INNS, IJCNN03, Vol 2., pp. 1512-1516, 2003.
  11. Makrehchi, M., Basir, O. and Kamel, M., "Generating Fuzzy Membership Function Using Information Theory Measures and Genetic Algorithms", International Fuzzy Systems Association (IFSA) World Congress, Istanbul, Turkey, pp. 603-610, 2003.
  12. Shakshuki, E., Koch, L. and Kamel, M., "Evaluation of Multiagent toolkits: a benchmark", The International Conference of Artificial Intelligence, IC-AI'03, pp. 797-802, 2003.
  13. El Rube, I. , Ahmed, M. and Kamel, M., "New Wavelet-Based Invariant Shape Representation Functions", ibPRIA2003, pp. 221-228, Spain, 2003.
  14. Alexandre, L.A. , Campilho, A. and Kamel, M., "A Probabilistic Model for the Cooperative Modular Neural Network ", ibPRIA, pp. 11-18, Spain, 2003.
  15. Kamel, M., Zhang, C. and Jiang, J., "A Comparison of Back Propagation Learning and Radial Basis Function Network in Intrusion Detection System", 9th RSFDGrC, China, pp. 466-470, 2003.
  16. Podder, S., Shaban, K., Sun, J., Karray, F., Basir, O. and Kamel, M., "Performance Improvement of Automatic Speech Recognition Systems via Multiple Language Models Produced by Sentence-based Clustering", 2003 IEEE International Conference on Natural Language Processing and Knowledge Engineering, pp. 362-366, 2003.
  17. Sun, J., Shaban, K., Podder, S., Karray, F., Basir, O. and Kamel, M., "Fuzzy Semantic Measurement for Synonymy and Its Application in an Automatic Question-Answering System", 2003 IEEE International Conference on Natural Language Processing and Knowledge Engineering, pp. 263-268, 2003
  18. Kamel, M., and Wanas, N., ``Data Dependence in Combining Classifiers", Multiple Classifier Fusion, Fourth International Workshop MCS2003, Guildford, Surrey, UK, June 11-13, 2003. ~~ Presentation

2000-2002

  1. Sun, J., Karray, F., Basir, O. and Kamel, M., ``Fuzzy Logic-Based Natural Language Processing and Its Application to Speech Recognition", 2002 WSES International Conference on Fuzzy sets and Fuzzy Systems.
  2. Hammouda, K. and Kamel, M., "Phrase-based Document Similarity Based on an Index Graph Model", International Conference on Data Mining, pp. 203-210, 2002.
  3. Wanas, N. and Kamel, M., "Learning Aggregation for Combining Classifier Ensembles", 9th ICONIP'02, Nov. 18-22, Singapore , Vol. 4, pp 1729-1733, 2002.
  4. Bakus, J., Hussin, M.F. and Kamel, M., "A SOM-based Document Clustering using Phrases", 9th International Conference on Neural Information Processing ICONIP 2002, Vol. 5, pp. 2212-2216, Singapore , November 2002.
  5. Kamel, M. and Hodge, L., "A Coordination Mechanism for Model-based Multi-Sensor Planning", the 17th IEEE International Symposium on Intelligent Control, ISIC2002, pp. 709-714, 2002.
  6. Alhichri, H.S. and Kamel, M., "Image Registration using virtual Circles and Straight Edges", 16th ICPR, Vol. 2, pp. 969-972, 2002.
  7. El Badawy, O. and Kamel, M., "Shape Representation using Multi-Object Concavity Trees", 16th ICPR, Vol. 3, pp. 461-464, 2002.
  8. Ayad, H. and Kamel, M., "Topic Discovery from Text using Aggregation of Different Clustering Methods", AI2002, the 15th CCAI, LNAI 2338, Springer, pp. 161-175, 2002.
  9. Bakus, J., Kamel, M., and Carey, T., "Extraction of Text Phrases using Hierarchical grammar", AI2002, the 15th CCAI, LNAI 2338, Springer, pp. 319-324, Calgary, Canada, May 2002.
  10. Bakus, J. and Kamel, M., "Document Classification using Phrases" Structural, Syntactic, and Statistical pattern Recognition: Joint IAPR International Workshops (SSPR 2002 and SPR 2002), 4th International Workshop on Statistical Techniques in Pattern Recognition, LNCS 2396, Springer, Windsor, Canada, pp. 557-565, August 2002.
  11. Alexandre, L., Campilho, A. and Kamel, M., "Average error bound for the mixture of experts MNN architecture", RECPAD (Portuguese Conference on Pattern Recognition) 2002.
  12. Wanas, N., and Kamel, M., "Weighted Combination of Neural Network Ensembles", 2002 IJCNN, Vol. 2, pp. 1748-1752, 2002.
  13. Sun, J., Karray, F., Basir, O. and Kamel, M., "Natural Language Understanding through Fuzzy Logic Inference and Its Application to Speech Recognition", 2002 IEEE International conference on Fuzzy Systems, pp. 1120-1125, 2002.
  14. Shaban, K., Basir, O., Hassanein, K. and Kamel, M., "Information Fusion in a Cooperative Multi-agent System for Web Information Retrieval", The Fifth International Conference on Information Fusion, vol. 2, pp. 1256-1262, 2002.
  15. Sun, J., Karray, F., Basir, O. and Kamel, M., "Fuzzy Logic-based Natural Language Processing and its Application to Speech Recognition", 2002 WSES International Conference on Fuzzy sets and Fuzzy Systems, 2002.
  16. Alhichri, H and Kamel, M, ``Image Registration using the Hausdorff fraction and Virtual Circles", Proc. IEEE ICIP-2001, pp. 367-370.
  17. El Badawy, O., El-Sakka, M., Hassanein, K. and Kamel, M., ``Image Data Mining from Financial Documents based on Wavelet Features", Proc. IEEE ICIP-2001, pp. 1078-1081.
  18. Dawoud, A. amd Kamel, M., ``Binarization of Document Images Using Image Dependent Model", Proc. International Conference on Document Ananlysis and Recognition, (ICDAR'01), 2001, pp. 49-53.
  19. Koch, L., Shakshuki, E. and Kamel, M., ``Benchmark Tests to Evaluate Multi-agent Toolkits", iiWAS2001, short paper, 2001, pp. 441-443.
  20. Wanas, N. and Kamel, M., ``Feature Based Decison Fusion", ICAPR, 2001, accepted 2000.
  21. Auda, G. and Kamel, M., "A Modular Neural Network for Vague Classification", Proc. Rough Sets and Current Trends in Computing, RSCTC'2000, pp. 584-598.
  22. Alexandre, L., Campilho, A. and Kamel, M., ``Combining Classifiers using Weighted Average", 2000 International Conference on Pattern Recognition, Vol. 2 , pp. 495-498.
  23. Alexandre, L., Campilho, A., and Kamel, M., "Combining unbiased and Independent classifiers using Geometric Mean", 11th REC-PAD2000, pp. 399, 401, 2000.
  24. Shakshuki, E., Ghenniwa, H. and Kamel, M., ``A Multiagent System Architecture for Information Gathering", Proc. of 11th international conference on Database and Expert Systems Applications, DEAXA2000, pp. 732-736.
  25. Khalifa, I,, Moussa, M. and Kamel, M., ``Segmentation of Range Images Using Local Approximation of Scan Lines", Proc. Vision Interface 2000, pp.345- 349.
  26. Khalifa, I,, Moussa, M. and Kamel, M., `` Range Image Segmentation with Application to CAD Model Acquisition", IEEE ICIP, 2000, Vol. 2, pp. 740-743.
  27. Hodge, L. and Kamel,M., ``Sensor Planning in a Coordinated Multi-Agent Environment", World Automation Congress 2000, ISORA-037, 9 pages.
  28. El-Bakry, H., Abo-Elsoud, M. and Kamel, M., ``Fast Modular Neural Nets for Human Face Detection", Proc. IJCNN 2000, 5 pages.
  29. El-Bakry, H., Abo-Elsoud, M. and Kamel, M., ``Integrating Fourier and Wavelet Features with Neural Computing for Face Recognition", Proc. of Neural Computation Symposium, NC2000, pp. 518-521.
  30. El-Bakry, H., Abo-Elsoud, M. and Kamel, M., ``Integrating Fourier and PCA with Neural Computing for Face Recognition", Proc. of Neural Computation Symposium, NC2000, pp. 703-708.

1984-1999

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