Conference Publications (1984-1999)
- Shakshuki,
E., Ghenniwa, H., and Kamel, M., `` Information Gathering System: Internet
Navigation", Workshop on Intelligent Information Integration, IJCAI99,
accepted 1999.
- Wigg,
D., and Kamel, M., "Collision Avoidance for Multiple Robots", The
International Association of Science & Technology for Development (IASTED)
Robotics and Applications Conference, pp. 128-133, 1999.
- Wanas,
N., El-Sakka, M., and Kamel, M., ``Multiple Classifier Hierarchical
Architecture for Handwritten Arabic Character Recognition'', International
Joint Conference on Neural Networks, IJCNN'99, July 1999,
Washington DC,
USA, paper no. 609.
- Hodge,
L., Auda. G. and Kamel, M, ``Learning Decision Fusion in Cooperative Modular
Neural Networks", International Joint Conference on Neural Networks, IJCNN'99,
July 1999, Washington
DC,
USA, paper no. 3033.
- El-Sakka,
M., and Kamel, M., `` Adaptive Image Compression Based on Segmentation and
Block Classification'', International Conference on Image Processing,
ICIP'98,
Vol. 2, 1998, pp. 555-559.
- Auda,
G., and Kamel, M., ``EVOL: Ensembles voting on-line", IEEE WCCI 1998, pp.
1356-1360.
- El-Sakka,
M., Hassanein, K., and Kamel, M., ``An Optimized JPEG Quantizer for Financial
Document Images'', Ho,
F. and Kamel , M., ``Learning Coordination Strategies for Multiple Robots",
IROS98, Vol. 1, 1998, pp. 279-285.
- Auda,
G. and Kamel, M., ``CMNN: Cooperative modular neural network", IEEE
Conf on Neural Networks, 1997, vol 1, pp.226-231.
- Bacakoglu,
H. and Kamel, M., ``An optimized two step camera calibration method", IEEE
Int. Conf on Robotics and Automation, 1997, pp. 1347-1352.
- Auda,
G. and Kamel, M.,``Modular NN Classifiers : a comparative study", Neurap 97,
1997, pp. 41-47.
- Auda,
G, Kamel, M and Raafat, H, ``Modular Neural Network Architecture for
Classification", IEEE ICNN 96, pp. 1279-1284.
- Moussa,
M and Kamel , M., ``A connectionist Model for Learning Robotic Grasps using
Reinforcement Learning", IEEE ICNN 96, pp. 1771-1776.
- Moussa,
M. and Kamel, M., ``An Experimental Approach to Robotic Grasping Using
Reinforcement Learning and Generic Grasping Functions",
1996
IEEE Int. Conf. on Robotics and Automation, pp. 2767-2773.
- Moussa,
M. and Kamel, M., ``A Connectionist Model of Human Grasps and its application
to Robot Grasping", IEEE
International Conf. on Neural Networks, , Vol. 5, 1995, pp. 2555-2559.
- Auda,
G., Kamel, M. and Raafat, H.,``Voting for Cooperative Neural Classifiers, IEEE
International
Conf. on Neural Networks, Vol. 3, 1995, pp. 1240-1243.
- Ghenniwa,
H, Silva, J.R. and Kamel, M., ``Distributed Coordination: A Rational
Approach", Proc. IJCAI-95 workshop on AI in Distributed Information Network,
1995, pp.110-113.
- El-Sakka,
M. and Kamel, M., ``Segmentation Criterion for Digital Image Compression",
1995 IEEE International Conf. on Acoustics, Speech and Signal Processing
(ICASSP), Vol. 4, 1995, pp. 2551-2554.
- El-Sakka,
M. and Kamel, M., ``Detection of Image Format Using Pixel Interdependency",
Proc. Int. Conf. on Electronics, Circuits and Systems, ICECS'94, 1994, pp.
58-63.
- Lopez-Suarez,
A. and Kamel, M., ``Restructuring Rule Bases to Improve Performance", 8th.,
International Symposium for Intelligent Systems, 1994. Proc. published as
Lectures Notes in Artificial Intelligence, 869, Springer-Verlag, 1994, pp.
396-405.
- Faez,
K. and Kamel, M., ``Image Reconstruction from Contour Data using a
Back-Propagation Neural Network", 1994 IEEE International Conf. on Acoustics,
Speech and Signal Processing (ICASSP), pp. V297-V300.
- Kamel,
M. and A. Thomas A., ``Task Planning Using Plan Approximation and Geometric
Constraints", Proc. The fifth International Symposium on Robotics and
Manufacturing (ISRAM94), Intelligent Automation and Soft Computing, Vol. 2,
1994, pp. 127-134.
- Moussa,
E.S. and Kamel, M.,``An Algorithm for the Assignment of Parts to Machines in
Cellular Manufacturing", Proc. The fifth International Symposium on Robotics
and Manufacturing (ISRAM94), Vol. 5, 1994, pp. 487-492.
- Auda,
G., Kamel, M. and Raafat, H., `` A New Neural Network Structure with
Cooperative Modules", IEEE World Congress on Computational Intelligence, 1994,
Proc. ICNN, Vol III, pp. 1301-1306.
- Ho,
F. and Kamel, M., ``Reinforcement Learning using a Recurrent Neural Network",
IEEE
World Congress on Computational Intelligence, 1994, Proc. ICNN, Vol I, pp.
437-440.
- Fakhr,
W., Kamel, M. and Elmasry, M.I., ``MMI Training of Minimum Complexity Adaptive
Nearest Neighbor Classifiers", IEEE
World Congress on Computational Intelligence, 1994, Proc. ICNN, Vol. I, pp.
401-406.
- Zhang,
D., Kamel, M. and Elmasry, M.I., ``A Training Approach based on Linear
Separability Analysis for Layered Perceptrons", IEEE
World Congress on Computational Intelligence, 1994, Proc. ICNN, Vol I, pp.
517-520.
- Zhang,
D., Kamel, M. and Elmasry, M.I., ``Mapping Fuzzy Clustering Neural Networks
onto Systolic Arrays", IEEE World Congress on Computational Intelligence,
1994, Proc. IEEE-Fuzz, Vol I, pp. 218-222.
- El-Sakka,
M. and Kamel, M.,`` An Edge Preserving Neural Network for Image processing",
Proc. INNS World Congress on Neural Networks, Vol III, 1994, pp. 59-64.
- Moussa,
M. and Kamel, M., ``Efficient Learning of Generic Grasping Functions using a
Set of Local Experts", Proc. INNS World Congress on Neural Networks, Vol II,
1994, pp. 183-190.
- Fakhr,
W., Kamel, M. and Elmasry, M.I., ``The Adaptive Feature Extraction Nearest
Neighbor Classifier", Proc. INNS World Congress on Neural Networks, Vol II,
1994, pp. 123-128.
- Quintana,
Y., Kamel, M. and McGeachy, R., ``Formal Methods for Evaluating Information
Retrieval in Hypertext Systems", Proc. SIGDOC93, 11th Annual
International Conf., Waterloo, Ont., 1993, pp. 257-272 .
- Zhang,
D., Kamel, M. and Elmasry, M.I., ``Fuzzy Clustering Neural Network Using Fuzzy
Competitive Learning", INNS World Congress on Neural Networks, 1993, Vol II,
pp. 22-25.
- Moussa,
M. and Kamel, M., ``Mapping of Complex Grasping Functions Using a BP Network",
INNS World Congress on Neural Networks, 1993, Vol III, pp. 268-272.
- Fakhr,
W., Kamel, M. and Elmasry, M.I., ``Unsupervised Learning by Stochastic
Complexity", INNS World Congress on Neural Networks, 1993, Vol II, pp.
465-468.
- Kamel,
M. and Guan, L. ``Tree- Structured Encoder for Vector Quantization of Image
Data", Proc. Vision Interface 93, pp.54-57.
- Kamel,
M. and Tang, Q., ``On Improving the Performance of JPEG Image Compression at
Low Encoding Bitrates", Proc. Vision Interface 93, pp.58-63.
- Kamel,
M. and Zhao, A., ``Extraction of Character/Graphics Image from Document Images
with Background Pictures", Proc. Vision Interface 93, pp.131-135.
- Quintana,
Y., Kamel, M. and Lo, A., ``Graph-Based Retrieval of Information in Hypertext
Systems", Proc. SIGDOC 92,
10th Annual International Conf. Ottawa, 1992, pp. 157-168.
- Fakhr,
W., Kamel, M. and Elmasry, M., `` Probability of Error, Maximum Mutual
Information and Size Minimization of Neural Networks", Proc. IEEE IJCNN92, pp.
901-906.
- Kamel,
M. and Ghenniwa, H., ``On Solving the Assignment Problem in Partially
Overlapped Systems", Proc. International Symposium on Robotics and
Manufacturing (ISRAM92), pp. 967-974.
- Kamel,
M. and Liu, T., ``Machine-Part Assignment for Group Technology", Proc. of
ISRAM92, pp. 811-817, ({\bf best paper award}).
- Kamel,
M., Leung, S., Tse, D. and Wong, S., ``Finding the Optimal Match between
Uncertain States", Proc. of ISRAM92, pp. 839-846.
- Kamel,
M. and Quintana, Y., `` A Semantic Clustering Approach to Knowledge
Organization", Proc. International conf. on Expert Systems and Development
(ICESD92), pp.1-12.
- Batty,
D. and Kamel, M., ``On the relation between User Skill Level and the Use of
Expert System explanation Facilities", Proc. ICESD92, pp.285-294.
- Batty,
D. and Kamel, M., ``Using repertory Grid technique to Acquire an Operator's
Knowledge for Human Analysis in reliability Engineering", Proc, Applications
of Artificial Intelligence in Engineering VII, 1992, (AIENG92), pp. 179-194.
- Kamel,
M. and Quintana, Y., ``Generation of Concept Hierarchies for Engineering
Knowledge Based Systems", AIENG92, 1992, pp. 107-124.
- Wylie,
R. and Kamel, M., ``Model Based Knowledge Organization", AIENG92, 1992, pp.
161-178.
- Dajani,
A.L., Kamel, M.S. and Elmasry, M.I., ``Gradient Methods in Unsupervised Neural
Networks", Proc. International Joint Conference on Neural Networks, 1991, pp.
1770-1775.
- Kamel,
M.S. and Ghenniwa, H., ``Job Allocation Scheduling for Partially Overlapped
Systems", Proc. 4th. ISMM/IASTED International Conf. on Parallel and
Distributed Computing and Systems, 1991, pp. 219-222.
- Kamel,
M.S. and Syed, A., ``A Multiagent Task Planning Method for Agents with
Disparate capabilities", Proc. 13th., IASTED International Symposium on
Robotics and Manufacturing, 1990, pp. 196-200.
- Kamel,
M.S. and Quintana, Y., ``A Graph Based Knowledge retrieval System", 1990 IEEE
International Conf. on Systems, Man and Cybernetics, 1990, pp. 269-275.
- Kamel,
M.S. and Syed, A., ``Strategies for Problem Decomposition and Plan Generation
in Multiagent Systems", The International Symposium on Robotics and
Manufacturing, 1990, pp. 763-770.
- Dajani,
A.L., Kamel, M.S. and Elmasry, M.I., ``Single Layer Potential Function Neural
Network for Unsupervised Learning", Proc. International Joint Conference on
Neural Networks, 1990, pp. 273-278.
- Kamel,
M.S. and Kaufmann, P., ``Representing Uncertainty in Robot Task Planning",
Proc. of the 1988 IEEE Conf. on Robotics and Automation, 1988, pp.1728-1734.
- Chou,
J. and Kamel, M.S., ``Quaternion Approach to Solve the Kinematic Equation of
Rotation of a Sensor-Mounted Robotic Manipulator", Proc. of the 1988 IEEE
Conf. on Robotics and Automation, 1988, pp. 656-662,
- Kamel,
M.S, and Syed, A., ``An Automated Multiagent Planning System", Proc. of the
2nd international conf. on Expert Systems and the Leading edge in Production
Planning and Control, appears in Expert Systems and Intelligent Manufacturing,
ed. M. Oliff, North Holland, 1988, pp.367-384.
- Chau,
C., Kamel, M.S. and Wong, A.K.C., ``A Language for Knowledge Based Office
Modelling", Proc. IEEE Workshop on Languages for Automation, 1984, pp.
215-219.
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