I never see what has been done; I only see what remains to be done -- Marie Curie

           

 


 

Selected Publications of Ajith Abraham  - Peer Reviewed International Conference Publications

 

  1. Ajith Abraham and Hongbo Liu, Swarm Intelligence Based Rough Set Reduction Scheme for Support Vector Machines, IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2008), Taiwan, IEEE Press, USA, 2008.
  2. Millie Pant, Radha Thangaraj, V. P. Singh and Ajith Abraham, Particle Swarm Optimization Using Sobol Mutation, International Conference on Emerging Trends in Engineering and Technology, ICETET 2008, Nagpur, IEEE Computer Society Press, USA, 2008.
  3. Sambarta Dasgupta, Arijit Biswas, Swagatam Das and Ajith Abraham, Automatic Circle Detection on Images with an Adaptive Bacterial Foraging Algorithm, 2008 Genetic and Evolutionary Computation Conference, GECCO 2008, Atlanta,  ACM Press, 2008.
  4. Ajith Abraham, Arijit Biswas, Swagatam Das and Sambarta Dasgupta, Design of Fractional Order PIλDμ Controllers with an Improved Differential Evolution, 2008 Genetic and Evolutionary Computation Conference, GECCO 2008, Atlanta, ACM Press, 2008.
  5. Millie Pant, Radha Thangaraj and Ajith Abraham, A New Quantum Behaved Particle Swarm Optimization Algorithm, 2008 Genetic and Evolutionary Computation Conference, GECCO 2008, Atlanta, ACM Press, 2008.
  6. Ajith Abraham, Arijit Biswas, Sambarta Dasgupta and Swagatam Das, Analysis of Reproduction Operator in Bacterial Foraging Optimization, IEEE Congress on Evolutionary Computation CEC 2008, IEEE World Congress on Computational Intelligence, WCCI 2008, IEEE Press, USA, 2008.
  7. Aboul Hassanien, Ajith Abraham, James Peters, Gerald Schaefer, An Overview of Rough-hybrid Approaches in Image Processing, IEEE Conference on Fuzzy Systems, FUZZ IEEE -08,  IEEE World Congress on Computational Intelligence, WCCI 2008, IEEE Press, USA, 2008.
  8. Sambarta Dasgupta, Arijit Biswas, Swagatam Das and Ajith Abraham, The Population Dynamics of Differential Evolution: a Mathematical Model, IEEE Congress on Evolutionary Computation CEC 2008, IEEE World Congress on Computational Intelligence, WCCI 2008, IEEE Press, USA, 2008.
  9. Millie Pant, Radha Thangaraj, Crina Grosan and Ajith Abraham, Improved Particle Swarm Optimization with Low-discrepancy Sequences, IEEE Congress on Evolutionary Computation CEC 2008,  IEEE World Congress on Computational Intelligence, WCCI 2008, IEEE Press, USA, 2008.
  10. Mingyan Zhao, Ajith Abraham, Crina Grosan and Hongbo Liu, A Fuzzy Particle Swarm Approach for Multiobjective Quadratic Assignment Problems, Second Asia International Conference on Modeling and Simulation, AMS 2008, IEEE Computer Society Press, USA, 2008.
  11. Kjetil Haslum, Ajith Abraham and Svein Knapskog, HiNFRA: Hierarchical Neuro-Fuzzy Learning for Online Risk Assessment, Second Asia International Conference on Modeling and Simulation, AMS 2008, IEEE Computer Society Press, USA, 2008.
  12. Millie Pant, Radha Thangaraj and Ajith Abraham, Optimization of a Kraft Pulping System: Using Particle Swarm Optimization and Differential Evolution, Second Asia International Conference on Modeling and Simulation, AMS 2008, IEEE Computer Society Press, USA, 2008.
  13. Sarina Sulaiman, Siti Mariyam Shamsuddin, Fadni Forkan and Ajith Abraham, Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm, Second Asia International Conference on Modeling and Simulation, AMS 2008, IEEE Computer Society Press, USA, 2008.
  14. Divyata Dal, Siby Abraham, Ajith Abraham, Sugata Sanyal and Mukund Sanglikar, Evolution induced Secondary Immunity: An Artificial Immune System based Intrusion Detection System, 7th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'08), IEEE Computer Society press, USA, 2008.
  15. Keshav Dahal, Alamgir Hossain, Benzy Varghese, Ajith Abraham, Fatos Xhafa, Atanasi Daradoumis, Scheduling in Multiprocessor System Using Genetic Algorithms,  7th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'08), IEEE Computer Society press, USA, 2008.
  16. Millie Pant, Radha Thangaraj and Ajith Abraham, Particle Swarm Based Meta-heuristics for Function Optimization And Engineering Applications, 7th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'08), IEEE Computer Society press, USA, 2008.
  17. Fatos Xhafa, Bernat Duran, Ajith Abraham and Keshav Dahal, Tuning Struggle Strategy in Genetic Algorithms for Scheduling in Computational Grids, 7th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'08), IEEE Computer Society press, USA, 2008.
  18. Crina Grosan and Ajith Abraham, Generating Uniformly Distributed Pareto Optimal Points for Constrained and Unconstrained Multicriteria Optimization, The 6th International Conference on Informatics and Systems (INFOS 2008), Cairo, Egypt, ISBN 977-403-290-X, pp. 73-77, 2008.
  19. Sambarta Dasgupta, Arijit Biswas, Ajith Abraham and Swagatam Das, Adaptive Computational Chemotaxis in Bacterial Foraging Algorithm, Second International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2008), Barcelona, Spain, IEEE Computer Society Press, ISBN 0-7695-3109-1, pp. 64-71,  2008.
  20. Alakananda Bhattacharya, Amit Konar, Swagatam Das, Crina Grosan and Ajith Abraham, Hardware Software Partitioning Problem in Embedded System Design Using Particle Swarm Optimization Algorithm, Second International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2008), Barcelona, Spain, IEEE Computer Society Press, ISBN 0-7695-3109-1, pp. 171-176, 2008.
  21. Ajith Abraham, Pavel Krömer, Václav Snásel and Nabil Ouddane, Evolving Turbo Code Interleavers by Genetic Algorithm, Second International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2008), Barcelona, Spain, IEEE Computer Society Press, ISBN 0-7695-3109-1, pp. 155-161,  2008.
  22. Crina Grosan, Ajith Abraham and Bjarne Helvik, Building Multiobjective Resilient Networks, Tenth International Conference on Computer Modeling and Simulation, UKSiM/EUROSiM 2008, Cambridge, UK, IEEE Computer Society Press, USA, ISBN ISBN 0-7695-3114-8, pp. 204-209, 2008.
  23. Kjetil Haslum, Ajith Abraham and Svein Knapskog, Fuzzy Online Risk Assessment for Distributed Intrusion Prediction and Prevention Systems, Tenth International Conference on Computer Modeling and Simulation, UKSiM/EUROSiM 2008, Cambridge, UK, IEEE Computer Society Press, USA, ISBN 0-7695-3114-8,  pp. 216-223, 2008.
  24. Sarina Sulaiman, Siti Shamsuddin, Ajith Abraham, An Implementation of Rough Set in Optimizing Mobile Web Caching Performance, Tenth International Conference on Computer Modeling and Simulation, UKSiM/EUROSiM 2008, Cambridge, UK, IEEE Computer Society Press, USA, ISBN 0-7695-3114-8,  pp. 655-660, 2008.
  25. Ajith Abraham, Benxian Yue, Chenjing Xian, Hongbo Liu and Millie Pant, Multi-objective Peer-to-Peer Neighbor-Selection Strategy Using Genetic Algorithm, 14th IEEE International Conference on High Performance Computing (HiPC 2007), Springer Verlag, Lecture Notes in Computer Science Vol. 4873, Germany, pp. 443-451, 2007.
  26. Sandipan Dey, Ajith Abraham, Sugata Sanyal, An LSB Data Hiding Technique Using Natural Numbers, IEEE Third International Conference on Intelligent information hiding and Multimedia Signal Processing, Taiwan, IEEE Computer Society press, USA, ISBN 0-7695-2994-1, pp. 473-476, 2007.
  27. Hongbo Liu, Ajith Abraham and Crina Grosan, A Novel Variable Neighborhood Particle Swarm Optimization for Multi-objective Flexible Job-shop Scheduling Problems, IEEE International Conference on Digital Information Management, Lyon, France, IEEE Press, USA, ISBN 1-4244-1476-8, pp. 138-145, 2007.
  28. Crina Grosan and Ajith Abraham, Exploration of Multiple Roots for a Polynomial System, IEEE International Conference on Digital Information Management, Lyon, France, IEEE Press, USA, ISBN 1-4244-1476-8, pp. 133-137, 2007.
  29. Ajith Abraham, Amit Konar, Nayan Samal and Swagatam Das, Stability Analysis of the Ant System Dynamics with Non-uniform Pheromone Deposition Rules, IEEE Congress in Evolutionary Computation, CEC 2007, IEEE press, USA, IEEE press, USA, ISBN 1-4244-1340-0, pp. 1103-1108, 2007.
  30. Nayan Samal, Amit Konar, Swagatam Das and Ajith Abraham, A Closed Loop Stability Analysis and Parameter Selection of the Particle Swarm Optimization Dynamics for Faster Convergence, IEEE Congress in Evolutionary Computation, CEC 2007, IEEE press, USA, ISBN 1-4244-1340-0, pp. 1769-1776, 2007.
  31. Vitorino Ramos, Carlos Fernandes, Rosa Agostinho and Ajith Abraham, Computational Chemotaxis in Ants and Bacteria over Dynamic Environments, IEEE Congress in Evolutionary Computation, CEC 2007, IEEE press, USA, ISBN 1-4244-1340-0, pp. 1009-1117, 2007.
  32. Crina Grosan and Ajith Abraham, Hybrid line search for multiobjective optimization, 2007 International Conference on High Performance Computing and Communications (HPCC-07), Houston, USA, Springer Verlag, Germany, R. Perrott et al. (Eds.): HPCC 2007, LNCS 4782, pp. 62-73, 2007.
  33. Millie Pant, Radha Thangaraj and Ajith Abraham, A New Particle Swarm Optimization Algorithm Incorporating Reproduction Operator for Solving Global Optimization Problems, 7th International Conference on Hybrid Intelligent Systems, Kaiserslautern, Germany, IEEE Computer Society press, USA, ISBN 07695-2662-4, pp. 144-149, 2007.
  34. Crina Grosan and Ajith Abraham, Exploration of Pareto Frontier Using a Fuzzy Controlled Hybrid Line Search, 7th International Conference on Hybrid Intelligent Systems, Kaiserslautern, Germany, IEEE Computer Society press, USA, ISBN 07695-2662-4, pp. 366-371, 2007.
  35. Arijit Biswas, Sambarta Dasgupta,Swagatam Das and Ajith Abraham, Synergy of PSO and Bacterial Foraging Optimization: A Comparative Study on Numerical Benchmarks, Second International Symposium on Hybrid Artificial Intelligent Systems (HAIS 2007), Advances in Softcomputing Series, Springer Verlag, Germany, E. Corchado et al. (Eds.): Innovations in Hybrid Intelligent Systems, ASC 44, pp. 255-263, 2007.
  36. Millie Pant, Radha Thangaraj and Ajith Abraham, A New PSO Algorithm with Crossover Operator for Global Optimization Problems,  Second International Symposium on Hybrid Artificial Intelligent Systems (HAIS 2007), Advances in Softcomputing Series, Springer Verlag, Germany, E. Corchado et al. (Eds.): Innovations in Hybrid Intelligent Systems, ASC 44, pp. 215-222, 2007.
  37. Álvaro Herrero, Emilio Corchado, María Pellicer, and Ajith Abraham, Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization, Second International Symposium on Hybrid Artificial Intelligent Systems (HAIS 2007), Advances in Softcomputing Series, Springer Verlag, Germany, E. Corchado et al. (Eds.): Innovations in Hybrid Intelligent Systems, ASC 44, pp. 320-328, 2007.
  38. Kjetil Haslum, Ajith Abraham and Svein Knapskog, DIPS: A Framework for Distributed Intrusion Prediction and Prevention Using Hidden Markov Models and Online Fuzzy Risk Assessment, Third International Symposium on Information Assurance and Security, IEEE Computer Society press, USA, ISBN 0-7695-2876-7, pp. 183-188, 2007.
  39. Sandipan Dey, Ajith Abraham, Sugata Sanyal, An LSB Data Hiding Technique Using Prime Numbers, Third International Symposium on Information Assurance and Security, IEEE Computer Society press, USA, ISBN 0-7695-2876-7, pp. 101-106, 2007.
  40. Ajith Abraham, Swagatam Das and Amit Konar, Kernel Based Automatic Clustering Using Modified Particle Swarm Optimization Algorithm, 2007 Genetic and Evolutionary Computation Conference, GECCO 2007, ACM Press, Dirk Thierens et al. (Eds.), ISBN 978-1-59593-698-1, pp. 2-9, 2007.
  41. Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, and Lizhi Peng, A Novel Improvement of Neural Network Classification Using Further Division of Partition Space, International Work-conference on the Interplay between Natural and Artificial Computation, Lecture Notes in Computer Science, Springer Verlag, Germany, J. Mira and J.R. Alvarez (Eds.): IWINAC 2007, Part I, LNCS 4527, pp. 214 - 223, 2007.
  42. Benxian Yue, Weihong Yao, Ajith Abraham and Hongbo Liu, A New Rough Set Reduct Algorithm Based on Particle Swarm Optimization, International Work-conference on the Interplay between Natural and Artificial Computation, Lecture Notes in Computer Science, J. Mira and J.R. Alvarez (Eds.): IWINAC 2007, Part I, LNCS 4527, pp. 397 - 406, 2007.
  43. Shichang Sun, Ajith Abraham, Guiyong Zhang and Hongbo Liu, A Particle Swarm Optimization Algorithm for Neighbor Selection in Peer-to-Peer Networks, 6th International Conference on Computer Information Systems and Industrial Management Applications, IEEE Computer Society Press, pp. 166-172, 2007.
  44. Godfrey Onwubolu, Petr Buryan, Sitaram Garimella, Visagaperuman Ramachandran, Viti Buadromo and Ajith Abraham, Self organizing Data Mining for Weather Forecasting, Proceedings of the First European Conference on Data Mining, Lisbon, Portugal, ISBN: 978-972-8924-40-9, pp. 81-88, 2007.
  45. Crina Grosan and Ajith Abraham, Intelligent Data Analysis Using Multiple Criteria Decision Making, Proceedings of the First European Conference on Data Mining, Lisbon, Portugal, ISBN: 978-972-8924-40-9, pp. 89-94, 2007.
  46. Godfrey Onwubolu, Petr Buryan and Ajith Abraham, Self organizing Data Mining Using Enhanced Group Method Data Handling Approach, Proceedings of the First European Conference on Data Mining, Lisbon, Portugal, ISBN: 978-972-8924-40-9, pp. 170-175, 2007.
  47. Crina Grosan and Ajith Abraham, Solving Shortest Capacitated Path Problem Using a Bi- Objective Heuristic Approach, First IEEE Asia International Conference on Modeling and Simulation, AMS-07, Thailand, IEEE Computer Society Press, ISBN 0-7695-2845-7, pp. 427-432, 2007.
  48. Crina Grosan and Ajith Abraham, Modified Line Search Method for Global Optimization, First IEEE Asia International Conference on Modeling and Simulation, AMS-07, Thailand, IEEE Computer Society Press, ISBN 0-7695-2845-7, pp. 415-420, 2007.
  49. Bhavyesh Divecha, Ajith Abraham, Crina Grosan and Sugata Sanyal, Analysis of Dynamic Source Routing and Destination-Sequenced Distance-Vector Protocols for Different Mobility models, First IEEE Asia International Conference on Modeling and Simulation, AMS-07, Thailand, IEEE Computer Society Press, ISBN 0-7695-2845-7, pp. 224-229, 2007.
  50. Ayu Tiwari, Sudip Sanyal, Ajith Abraham, Svein Johan Knapskog and Sugata Sanyal, A Multifactor Security Protocol For Wireless Payment-Secure Web Authentication using Mobile Devices, International Conference on Applied Computing 2007, Salamanca, Spain, Nuno Guimarães and Pedro Isaias (Eds.), ISBN 978-972-8924-30-0, pp. 160-167, 2007.
  51. Crina Grosan, Ajith Abraham and Bjarne Helvik, Multiobjective Evolutionary Algorithms for Scheduling Jobs on Computational Grids, International Conference on Applied Computing 2007, Salamanca, Spain, Nuno Guimarães and Pedro Isaias (Eds.), ISBN 978-972-8924-30-0, pp. 459-463, 2007.
  52. Hongbo Liu, Ajith Abraham, and Jianying Zhang, A Particle Swarm Approach to Quadratic Assignment Problems, 11th Online World Conference on Soft Computing in Industrial Applications (WSC11), Springer Verlag, Germany, Advances in Soft Computing , Vol. 39, Saad, A.; Avineri, E.; Dahal, K.; Sarfraz, M. and Roy, R. (Eds.), ISBN: 978-3-540-70704-2, pp. 213 - 222, 2007.
  53. Swagatam Das and Ajith Abraham, Synergy of Particle Swarm Optimization with Differential Evolution Algorithms for Intelligent Search and Optimization, Proceedings of the Hybrid Artificial Intelligence Systems Workshop (HAIS06), Javier Bajo et al. (Eds.), Salamanca, Spain, ISBN 84-934181-9-6, pp. 89 - 99, 2006.

  54. Swagatam Das, Ajith Abraham and Subir Kumar Sarkar, A Hybrid Rough Set - Particle Swarm Algorithm for Image Pixel Classification, Sixth International Conference on Hybrid Intelligent Systems and Fourth Conference on Neuro-Computing and Evolving Intelligence (HIS-NCEI 2006), Auckland, New Zealand, IEEE Computer Society Press, USA, ISBN 0-7695-2662-4, P 26, 2006.

  55. Crina Grosan, Ajith Abraham and Stefan Tigan, Engineering Drug Design Using a Multi-Input Multi-Output Neuro-Fuzzy System, 8th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'06), Timisoara, Romania, IEEE CS Press, pp. 365-371, 2006.

  56. Crina Grosan, Ajith Abraham, Stefan Tigan, Tae-Gyu Chang and Dong Hwan Kim,  Evolving Neural Networks for Pharmaceutical Research, International Conference on Hybrid Information Technology (ICHIT'06), IEEE Press, Korea, pp. 13-19, 2006.

  57. Crina Grosan, Ajith Abraham and Alexander Gelbukh, Evolutionary Method for Nonlinear Systems of Equations, 5th Mexican International Conference on Artificial Intelligence, Mexico, Lecture Notes in Computer Science, Springer Verlag, Germany, A. Gelbukh and C.A. Reyes-Garcia (Eds.): MICAI 2006, LNAI 4293, pp. 283-293, 2006.

  58. Swagatam Das, Ajith Abraham and Amit Konar, Spatial Information based Image Segmentation Using a Modified Particle Swarm Optimization Algorithm, Sixth International Conference on Intelligent Systems Design and Applications, ISDA'06, IEEE CS Press, ISBN 07695-2528-8, Volume II, pp. 438-444, 2006.

  59. Hongbo Liu and Ajith Abraham, Particle Swarm Approach to Scheduling Workflow Applications in Distributed Data-Intensive Computing Environments, Sixth International Conference on Intelligent Systems Design and Applications, ISDA'06, IEEE CS Press, ISBN 07695-2528-8, Volume II, pp. 661-666, 2006.

  60. Yuehui Chen, Lizhi Peng and Ajith Abraham, Programming Hierarchical Takagi Sugeno Fuzzy Systems, The 2nd International Symposium on Evolving Fuzzy Systems (EFS'06), UK, IEEE Press, pp. 157 -162, 2006.

  61. Crina Grosan and Ajith Abraham, Solving Nonlinear Equation Systems Using Evolutionary Algorithms, Genetic and Evolutionary Computation Conference (GECCO-2006), Seattle, USA, Late Breaking Papers, CD Proceedings, Jörn Grahl (Ed.),2006.

  62. Ajith Abraham, Hongbo Liu, and Tae-Gu Chang, Variable Neighborhood Particle Swarm Optimization Algorithm, Genetic and Evolutionary Computation Conference (GECCO-2006), Seattle, USA, Late Breaking Papers, CD Proceedings, Jörn Grahl (Ed.), 2006.

  63. Hongbo Liu, Ajith Abraham, Okkyung Choi and Seong-Hwan Moon, Variable Neighborhood Particle Swarm Optimization for Multi-objective Flexible Job-shop Scheduling Problems, The Sixth International Conference on Simulated Evolution And Learning (SEAL'06), China, Springer Verlag, Germany, Lecture Notes in Computer Science, T.D.Wang et al. (Eds.): SEAL 2006, LNCS 4247, pp. 197-204, 2006.

  64. Yuehui Chen, Lizhi Peng, and Ajith Abraham, Stock Index Modeling using Hierarchical Radial Basis Function Networks, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, Springer Verlag, Germany, B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): Part III, Lecture Notes on Artificial Intelligence 4253, pp. 398-405, 2006.

  65. Crina Grosan, Ajith Abraham, Tae-Gyu Chang, Evolutionary Elementary Cooperative Strategy for Global Optimization, 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, Springer Verlag, B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): Part III, Lecture Notes on Artificial Intelligence 4253, pp. 677 -685, 2006.

  66. Arpad Kelemen, Yulan Liang and Ajith Abraham, Bayesian Dynamic Linear Models for Predicting Temporal Gene Expression Profiles, IASTED International Conference on Intelligent Systems and Control, Honolulu, USA, pp. 200-205, 2006.

  67. Ajith Abraham, Hongbo Liu, Weishi Zhang and Tae-Gu Chang, Job Scheduling on Computational Grids Using Fuzzy Particle Swarm Algorithm, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, Springer Verlag, Germany, Lecture Notes in Artificial Intelligence, B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): Part II, Lecture Notes on Artificial Intelligence 4252, pp. 500-507, 2006.

  68. Crina Grosan, Ajith Abraham, Stefan Tigan and Tae-Gyu Chang, How to Solve a Multicriterion Problem for which Pareto Dominance Relationship Cannot be Applied? A Case Study from Medicine, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, Lecture Notes in Artificial Intelligence, Springer Verlag, B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): Part III, LNAI 4253, pp. 1128-1135, 2006.

  69. Yuehui Chen, Lizhi Peng, Ajith Abraham, Gene Expression Profiling Using Flexible Neural Trees, 7th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL2006), Burgos, Spain, E. Corchado et al. (Eds.), Springer Verlag, Germany, Lecture Notes in Computer Science, LNCS 4224, pp. 1121-1128, 2006.

  70. Kwangcheol Shin and Ajith Abraham, Two Phase Semi-supervised Clustering Using Background Knowledge, 7th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL2006), Burgos, Spain, E. Corchado et al. (Eds.), Springer Verlag, Germany, Lecture Notes in Computer Science, LNCS 4224, pp. 707-712, 2006.

  71. Ajith Abraham, Swagatam Das and Amit Konar, Document Clustering Using Differential Evolution, IEEE Congress in Evolutionary Computation, World Congress in Computational Intelligence, IEEE press, ISBN 0-7803-9489-5, pp. 6248-6255, 2006.

  72. Kwangcheol Shin, Ajith Abraham and Sang Yong Han, Enhanced Centroid-Based Classification Based on Refining Training Dataset, Ninth International Conference on Text Speech and Dialogue, TSD'06, Brno, Czech Republic, Petr Sojka, Ivan Kopecek and Karel Pala (Eds.), Springer Verlag, Germany, Lecture Notes on Artificial Intelligence 4188, pp. 159-163, 2006.

  73. Okkyung Choi, Sangyong Han and Ajith Abraham, Semantic Matchmaking Services Model for the intelligent Web Services, International Conference on Computational Science and Applications, UK, IEE Press, UK, pp. 146-148, 2006.

  74. Yuehui Chen, Jin Zhou and Ajith Abraham, Estimation of Distribution Algorithm for Optimization of Neural networks for Intrusion Detection System, The Eight International Conference on Artificial Intelligence and Soft Computing (ICAISC2006), Springer Verlag, L. Rutkowski et al.(Eds.), Lecture Notes on Artificial Intelligence 4029, pp. 9-18, 2006.

  75. Yuehui Chen, Bo Yang and Ajith Abraham, Optimal Design of Hierarchical Wavelet Networks for Time-series Forecasting, The 14th European Symposium on Artificial Neural Networks, Bruges, Belgium, Lecture Notes in Computer Science, Springer Verlag, Germany, pp. 155-160, 2006.

  76. Hongbo Liu,  Ajith Abraham, Yonggang Li, and Xiujin Yang, Role of Chaos in Swarm Intelligence: A Preliminary Analysis, WSC10: 10th Online World Conference on Soft Computing in Industrial Applications, Advances in Soft Computing: Recent Trends,  A. Tiwari et al. (Eds.),  ISBN 3-540-29123-7, Springer Verlag, Germany, 2006.

  77. Yuehui Chen, Lizhi Peng and Ajith Abraham, Hierarchical Radial Basis Function Neural Networks for Classification Problems, IEEE International Symposium on Neural Networks, China, Lecture Notes in Computer Science, Volume 3971 / 2006, Jun Wang et al. (Eds.), Springer Verlag, Germany, pp. 873-879, 2006.

  78. Arijit Bhattacharya, Ajith Abraham,  Crina Grosan, Pandian Vasant and Sang Yong Han, Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems under Disparate Level-of-Satisfaction of Decision Maker,  IEEE International Symposium on Neural Networks, China, Lecture Notes in Computer Science, Volume 3973/2006, Jun Wang et al. (Eds.), Springer Verlag, Germany, pp. 891-897, 2006.

  79. Yuehui Chen, Lizhi Peng and Ajith Abraham, Exchange Rate Forecasting Using Flexible Neural Tree, IEEE International Symposium on Neural Networks, China, Lecture Notes in Computer Science, Volume 3973/2006, Jun Wang et al. (Eds.), Springer Verlag, Germany, pp. 518-523, 2006.

  80. KwangCheol Shin, Ajith Abraham and Sang Yong Han, Self Organizing Sensor Networks Using Intelligent Clustering, International Conference on Computational Science and Applications, UK, M. Gavrilova et al. (Eds.), Lecture Notes in Computer Science (LNCS 3983), Springer Verlag, Germany, pp. 40-49, 2006.

  81. Crina Grosan, Ajith Abraham and Monica Chis,  Computational Intelligence for Light Weight Intrusion Detection Systems. International Conference on Applied Computing, San Sebastian, Spain, Nuno Guimarães, Pedro Isaías and Ambrosio Goikoetxea (Eds.), ISBN:  9728924097, pp. 538-542, 2006.

  82. Kwangcheol Shin, Ajith Abraham, and Sang Yong Han, Improving Text Categorization by Removing Outliers from Training Set, Seventh International Conference on Intelligent Text Processing and Computational Linguistics, A. Gelbukh (Ed.), LNCS 3878, Springer Verlag, Germany, pp. 563-566, 2006.

  83. Vijayraman Kumar, Johnson Thomas and Ajith Abraham, Secure Directed Diffusion Routing Protocol for Sensor Networks Using the LEAP Protocol, NATO Advanced Research Workshop on Information Security Assurance & Security (NATO-ARWISA’05, NATO Security through Science Series, D: Information and Communications Security - Vol. 6, J.P. Thomas and M. Essaaidi (Eds.), ISBN 1-58603-678-5, IOS Press, Netherlands, pp. 183-203, 2006.

  84. Soumya Banarjee, Crina Grosan and Ajith Abraham, Emotional Ant Based Modeling of Crowd Dynamics, 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05),Timisoara, Romania, IEEE CS Press, pp. 279-286, 2005.

  85. Crina Grosan, Ajith Abraham and Monica Nicoara, Performance Tuning of Evolutionary Algorithms Using Particle Sub-Swarms, 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05), Timisoara, Romania, IEEE CS Press, pp. 287-294,  2005.

  86. Hongbo Liu and Ajith Abraham, Fuzzy Turbulent Particle Swarm Optimization, Fifth International Conference on Hybrid Intelligent Systems, Brazil,  IEEE CS Press, ISBN 0-7695-2457-5, pp. 445-450, 2005.

  87. Crina Grosan, Ajith Abraham, Sang Yong Han and Vitorino Ramos,  Stock Market Prediction Using Multi Expression Programming, 12th Portuguese Conference on Artificial Intelligence, Portugal, C. Bento, A. Cardoso and G. Dias (Eds.), IEEE Press,  pp. 73-78, 2005.

  88. Crina Grosan and Ajith Abraham, Ensemble of Genetic Programming Models for Designing Reactive Power Controllers, Fifth International Conference on Hybrid Intelligent Systems, Brazil,  IEEE CS Press, ISBN 0-7695-2457-5, pp. 277-282, 2005.

  89. Yuehui Chen, Shuyan Jiang and Ajith Abraham, Face Recognition Using DCT and Hybrid Flexible Neural Tree, The Second International Conference on Neural Networks and Brain (ICNN&B'05), Beijing, China, IEEE Press, pp. 1459-1463, 2005.

  90. Okkyung Choi, Sangyong Han and Ajith Abraham, Extended Semantic Web Services Model for Automatic Integrated Framework,  IEEE International Conference on Next Generation Web Services Practices, Seoul, Korea, IEEE Computer Society Press, ISBN 0-7695-2452-4, pp.  429-430, 2005.

  91. Okkyung Choi, Sangyong Han and Ajith Abraham, Semantic Web based Information Query System for the Integration of Semantic Data,  IEEE International Conference on Next Generation Web Services Practices, Seoul, Korea, IEEE Computer Society Press, ISBN 0-7695-2452-4, pp.  253-258, 2005.

  92. Dongjoon Kim, Sangkyu Lee, Sangyong Han and Ajith Abraham, Improving Web Services Performance Using Priority Allocation Method, IEEE International Conference on Next Generation Web Services Practices, Seoul, Korea, IEEE Computer Society Press, ISBN 0-7695-2452-4, pp.  201-206, 2005.

  93. M. Bilal, Johnson Thomas and Ajith Abraham, BPEL Processes for Non-Repudiation Protocols in Web Services, IEEE International Conference on Next Generation Web Services Practices, Seoul, Korea, IEEE Computer Society Press, ISBN 0-7695-2452-4, pp.  299-304, 2005.

  94. Ajith Abraham and Crina Grosan, Genetic Programming Approach for Fault Modeling of Electronic Hardware,  2005 IEEE Congress on Evolutionary Computation (CEC'05), Edinburgh, UK, IEEE Press, ISBN 0-7803-9363-5, pp. 1563-1569, 2005.

  95. Ajith Abraham, Crina Grosan, Sang Yong Han and Alexander Gelbukh, Evolutionary Multiobjective Optimization Approach for Evolving Ensemble of Intelligent Paradigms for Stock Market Modeling, 4th Mexican International Conference on Artificial Intelligence, Mexico, Alexander Gelbukh et al. (Eds.), Lecture Notes in Computer Science, Springer Verlag, Germany, pp. 673-681, 2005.

  96. Crina Grosan, Ajith Abraham, Sang Yong Han and Alexander Gelbukh, Hybrid Particle Swarm - Evolutionary Algorithm for Search and Optimization, 4th Mexican International Conference on Artificial Intelligence, Mexico, Alexander Gelbukh et al. (Eds.), Lecture Notes in Computer Science, Springer Verlag, Germany, LNAI 3789, pp. 623-632, 2005.

  97. Ajith Abraham, Crina Grosan, Cong Tran and Lakhmi Jain, A Concurrent Neural Network - Genetic Programming Model for Decision Support Systems, 2005 International Conference on Knowledge Management (ICKM 2005), USA, Knowledge Management Nurturing Culture, Innovation and Technology, S. Hawamdeh (Editor). World Scientific Press, Singapore, pp. 231-245, 2005.

  98. Mihai Oltean, Crina Grosan, Ajith Abraham and Mario Köppen, Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy, 5th International Conference on Intelligent Systems Design and Applications, ISDA'05  Poland, IEEE Computer Society Press, ISBN 0-7695-2286-6, pp. 558-563, 2005.

  99. Ashwini Raina, Shruti Patil, V. Muthukumar and Ajith Abraham, HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique, 5th International Conference on Intelligent Systems Design and Applications, ISDA'05  Poland, IEEE Computer Society Press, ISBN 0-7695-2286-6, pp. 375-380, 2005.

  100. Soumya Banerjee, Crina Grosan and Ajith Abraham, IDEAS: Intrusion Detection Systems Based on Emotional Ants for Sensors, 5th International Conference on Intelligent Systems Design and Applications, ISDA'05 , IEEE Computer Society Press, ISBN 0-7695-2286-6, pp. 344-349, 2005.

  101. Hongbo Liu, Zhanguo Xu and Ajith Abraham, Hybrid Fuzzy-Genetic Algorithm Approach for Crew Grouping, 5th International Conference on Intelligent Systems Design and Applications, ISDA'05 ,  IEEE Computer Society Press, ISBN 0-7695-2286-6,  pp. 332-337, 2005.

  102. Yuehui Chen, Ajith Abraham, Ju Yang and Bo Yang, Hybrid Methods for Stock Index Modeling, 2005 International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'05), China, Lecture Notes in Computer Science, Volume 3614, Springer Verlag, pp. 1067- 1070, Germany, 2005.

  103. Crina Grosan, Ajith Abraham and Sang Yong Han, MEPIDS: Multi-Expression Programming for Intrusion Detection System, International Work-conference on the Interplay between Natural and Artificial Computation, (IWINAC'05), Spain, Lecture Notes in Computer Science, LNCS 3562, J. Mira and J.R. Alvarez (Eds.), Springer Verlag, Germany, pp. 163-172, 2005.

  104. Yuehui Chen and Ajith Abraham and Ju Yang, Feature Deduction and Intrusion Detection Using Flexible Neural Trees, Second IEEE International Symposium on Neural Networks (ISNN 2005), Lecture Notes in Computer Science Vol. 3498,  J. Wang, X. Liao and Zhang Yi (Eds.) Springer Verlag, Germany,  pp. 439- 446, 2005.

  105. Soumya Banerjee, Ajith Abraham, Sang Yong Han and P.K. Mahanti, Soft Modeling of Group Dynamics and Behavioral Attributes, The Fourth IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST'05), Japan, Springer Verlag, Germany, pp. 103-112, 2005.

  106. Yuehui Chen and Ajith Abraham, Hybrid Neurocomputing for Detection of Breast Cancer,  The Fourth IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST'05), Japan, Springer Verlag, Germany, pp. 884-892, 2005.

  107. Vitorino Ramos and Ajith Abraham, ANTIDS: Self Organized Ant Based Clustering Model for Intrusion Detection System, The Fourth IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST'05), Japan, Springer Verlag, Germany, pp. 977-986, 2005.

  108. Pranesh Muppala, Johnson Thomas, Ajith Abraham, Intelligent Distributed Authentication Scheme for Ad Hoc Wireless Networks, IEEE International Conference on Information Technology: Coding and Computing (ITCC'05), USA, IEEE Computer Society, pp. 709-714, ISBN 0-7695-2315-3, 2005.

  109. Vipul Goyal, Virendra Kumar, Mayank Singh, Ajith Abraham and Sugata Sanyal, CompChall: Addressing Password Guessing Attacks, IEEE International Conference on Information Technology: Coding and Computing (ITCC'05), USA, IEEE Computer Society, pp. 739-744, ISBN 0-7695-2315-3, 2005.

  110. Vipul Goyal, Ajith Abraham, Sugata Sanyal and Sang Yong Han, The N/R One Time Password System, IEEE International Conference on Information Technology: Coding and Computing (ITCC'05), USA, IEEE Computer Society, pp. 733-738, ISBN 0-7695-2315-3, 2005.

  111. Brent Doeksen, Ajith Abraham, Johnson Thomas, Marcin Paprzycki, Real Stock Trading Using Soft Computing Models, IEEE International Conference on Information Technology: Coding and Computing (ITCC'05), USA, IEEE Computer Society, pp. 162-167, 2005.

  112. Saulat Farooque, Ajith Abraham and Lakhmi Jain, Collaborative Agent Learning Using Hybrid Neurocomputing, International Conference on Applied Computing, Portugal, ISBN: 972-99353-6-X, Nuno Guimarães and Pedro Isaías (Eds.) pp. 377-384, 2005.

  113. Ajith Abraham, Ravi Jain, Sugata Sanyal and Sang Yong Han, SCIDS: A Soft Computing Intrusion Detection System, 6th International Workshop on Distributed Computing (IWDC 2004), A. Sen et al. (Eds.) Springer Verlag, Germany, Lecture Notes in Computer Science, Vol. 3326, ISBN: 3-540-24076-4, pp. 252-257, 2004.

  114. Sugata Sanyal, Ajith Abraham, Dhaval Gada, Rajat Gogri, Punit Rathod, Zalak Dedhia and Nirali Mody, Security Scheme for Malicious Node Detection in Mobile Ad Hoc Networks, 6th International Workshop on Distributed Computing (IWDC 2004), Springer Verlag, Germany, Lecture Notes in Computer Science, Vol. 3326, ISBN: 3-540-24076-4, pp. 541, 2004.

  115. Saulat Farooque, Ajith Abraham and Lakhmi Jain, Collaborative Agent Learning Using Neurocomputing, 11th International Conference on Neural Information Processing, ICONIP'04, Pal N.R. et al. (Eds.) Springer Verlag, Germany, Lecture Notes in Computer Science,  Vol. 3316, ISBN 3-540-23931-6, pp. 619-624, 2004.

  116. Srilatha Chebrolu, Ajith Abraham and Johnson Thomas, Hybrid Feature Selection for Modeling Intrusion Detection Systems, 11th International Conference on Neural Information Processing, ICONIP'04, Pal N.R. et al. (Eds.) Springer Verlag, Germany, Lecture Notes in Computer Science, Vol. 3316, ISBN 3-540-23931-6, pp. 1020-1025, 2004.

  117. Miao Chong, Ajith Abraham, Marcin Paprzycki, Traffic Accident Data Mining Using Machine Learning Paradigms, Fourth International Conference on Intelligent Systems Design and Applications (ISDA'04), Hungary, ISBN 9637154302, pp. 415-420, 2004.

  118. Vitorino Ramos and Ajith Abraham, Evolving a Stigmergic Self-Organized Data Mining, Fourth International Conference on Intelligent Systems Design and Applications (ISDA'04), Hungary, ISBN 9637154302, pp. 725-730, 2004.

  119. Andy Auyeung and Ajith Abraham, Largest Compatible Subset Problem for Phylogenetic Data, Genetic and Evolutionary Computation 2004 Conference (GECCO-2004), Bird-of-a-feather Workshop On Application of Hybrid Evolutionary Algorithms to Complex Optimization Problems, R. Poli et al. (Eds.), 2004.

  120. Marcin Paprzycki, Ajith Abraham, Amalia Pirvanescu and Costin Badica, Agents Capable of Dynamic Negotiations, 6th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing,  Romania, D.Petcu et al. (Eds.), Mirton Press, Timisoara, ISBN 973-661-441-7, pp. 369-380, 2004.

  121. Marcin Paprzycki, Ajith Abraham and Ruiyuan Guo, Data Mining Approach for Analyzing Call Center Performance, The 17th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems, Innovations in Applied Artificial Intelligence, Robert Orchard, Chunsheng Yang, Moonis Ali (Eds.), Lecture Notes in Computer Science 3029, Springer Verlag, Germany, pp. 1092-1101, 2004.

  122. Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach, The 17th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems, Innovations in Applied Artificial Intelligence, Robert Orchard, Chunsheng Yang, Moonis Ali (Eds.), Lecture Notes in Computer Science 3029, Springer Verlag, Germany, pp. 633-642, 2004.

  123. Rangarajan Vasudevan, Ajith Abraham, Sugata Sanyal and Dharma P. Agrawal, Jigsaw-based Security in Data Transfer in Computer Networks, IEEE International Conference on Information Technology: Coding and Computing (ITCC'04), USA, IEEE Computer Society, Volume 1, pp. 2-6, 2004.

  124. Sarbajit Pal, P.K. Biswas and Ajith Abraham, Face Recognition Using Interpolated Bezier Curve Based Representation,  IEEE International Conference on Information Technology: Coding and Computing (ITCC'04), USA, IEEE Computer Society, Volume 1, pp. 45-49,2004.

  125. Khusbu Shah, Neha Dave, Sampada Chavan, Sanghamitra Mukherjee, Ajith Abraham and Sugata Sanyal, Adaptive Neuro-Fuzzy Intrusion Detection System, IEEE International Conference on Information Technology: Coding and Computing (ITCC'04), USA, IEEE Computer Society, Volume 1, pp. 70-74, 2004.

  126. Austin Gilbert, Ajith Abraham and Marcin Paprzycki, A Framework for Ensuring Data Integrity in Grid Environments, IEEE International Conference on Information Technology: Coding and Computing (ITCC'04), USA, IEEE Computer Society, Volume 1, pp. 435-439, 2004.

  127. Venkatraman S., Ajith Abraham and Marcin Paprzycki, Significance of Steganography on Data Security, IEEE International Conference on Information Technology: Coding and Computing (ITCC'04), USA, IEEE Computer Society, Volume 2, pp. 347-351, 2004.

  128. Miao M. Chong, Ajith Abraham, Marcin Paprzycki, Traffic Accident Analysis Using Decision Trees and Neural Networks, International Conference on Applied Computing, Portugal, Nuno Guimarães and Pedro Isaías (Eds.), ISBN: 9729894736, Volume 2, pp. 39-42, 2004.

  129. Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Distributed Multi-Intelligent Agent Framework for Detection of Stealthy Probes, Third International Conference on Hybrid Intelligent Systems, Australia, Design and Application of Hybrid Intelligent Systems, Abraham A., Köppen M. and Franke K. (Eds.) IOS Press, Amsterdam, The Netherlands, pp. 116-125, 2003.

  130. Cong Tran, Ajith Abraham and Lakhmi Jain, Decision Support Systems Using Hybrid Neurocomputing, Third International Conference on Hybrid Intelligent Systems, Australia, Design and Application of Hybrid Intelligent Systems, Abraham A., Köppen M. and Franke K. (Eds.), IOS Press, Amsterdam, The Netherlands, pp. 779-788, 2003.

  131. Vitorino Ramos and Ajith Abraham, Swarms on Continuous Data, 2003 IEEE Congress on Evolutionary Computation (CEC2003), Australia, IEEE Press, ISBN 0780378040, pp. 1370-1375, 2003.

  132. Ajith Abraham and Vitorino Ramos, Web Usage Mining Using Artificial Ant Colony Clustering and Genetic Programming, 2003 IEEE Congress on Evolutionary Computation (CEC2003), Australia, IEEE Press, ISBN 0780378040, pp. 1384-1391, 2003.

  133. Andy AuYeung and Ajith Abraham, Estimating Genome Reversal Distance by Genetic Algorithm, 2003 IEEE Congress on Evolutionary Computation (CEC2003), Australia, IEEE Press, ISBN 0780378040, pp. 1157-1161, 2003.  

  134. Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, Weather Forecasting Models Using Ensembles of Neural Networks, Third International Conference on Intelligent Systems Design and Applications, Intelligent Systems Design and Applications, Advances in Soft Computing, Springer Verlag, Germany, pp. 33-42, 2003.

  135. Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Intrusion Detection Using Ensemble of Soft Computing Paradigms, Third International Conference on Intelligent Systems Design and Applications, Intelligent Systems Design and Applications, Advances in Soft Computing, Springer Verlag, Germany, pp. 239-248, 2003.

  136. Ajith Abraham and Andy AuYeung, Integrating Ensemble of Intelligent Systems for Modeling Stock Indices, 7th International Work Conference on Artificial and Natural Neural Networks, Lecture Notes in Computer Science- Volume 2687, Jose Mira and Jose R. Alverez (Eds.), Springer Verlag, Germany, pp. 774-781, 2003. 

  137. Shawkat Ali and Ajith Abraham, Improved Kernel Learning Using Smoothing Parameter Based Linear Kernels, 7th International Work Conference on Artificial and Natural Neural Networks, Lecture Notes in Computer Science- Volume 2686, Jose Mira and Jose R. Alverez (Eds.), Springer Verlag, Germany, pp. 206-213, 2003.

  138. Ravi Jain and Ajith Abraham, A Comparative Study of Fuzzy Classifiers on Breast Cancer Data, 7th International Work Conference on Artificial and Natural Neural Networks, Lecture Notes in Computer Science Volume 2687, Jose Mira and Jose R. Alverez (Eds.), Springer Verlag, Germany, pp. 512-519, 2003.

  139. Ron Edwards, Ajith Abraham and Sonja Petrovic-Lazarevic, Export Behaviour Modeling Using EvoNF Approach, The International Conference on Computational Science 2003 (ICCS 2003), Springer Verlag, Lecture Notes in Computer Science Volume 2660, Sloot P.M.A. et al (Eds.), pp. 169-178, 2003.

  140. Ajith Abraham, Johnson Thomas and George Ghinea, Mining Network Quality of Service for Human Computer Interaction using Neural Networks, 10th International Conference on Human - Computer Interaction, Vol. 3, pp. 1193-1197, Greece, 2003.

  141. Ajith Abraham, i-Miner: A Web Usage Mining Framework Using Hierarchical Intelligent Systems, The IEEE International Conference on Fuzzy Systems, FUZZ-IEEE'03, IEEE Press, ISBN 0780378113, pp. 1129-1134, 2003.

  142. Cong Tran, Ajith Abraham and Lakhmi Jain, A Concurrent Fuzzy-Neural Network Approach for Decision Support Systems, The IEEE International Conference on Fuzzy Systems, FUZZ-IEEE'03, IEEE Press, ISBN 0780378113, pp. 1092-1097, 2003.

  143. Cong Tran, Lakhmi Jain and Ajith Abraham, TACDSS: Adaptation Using a Hybrid Neuro-Fuzzy System, Advances in Soft Computing: Engineering Design and Manufacturing, Jose Benitez et al. (Eds.), Springer Verlag, Germany, pp. 53-62, 2003.  

  144. Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, Canadian Weather Analysis Using Connectionist Learning Paradigms, Advances in Soft Computing: Engineering Design and Manufacturing, Benitez J. M. et al. (Eds.), Springer Verlag, Germany, pp. 21-32, 2003.

  145. Xiaozhe Wang, Ajith Abraham and Kate A. Smith, Soft Computing Paradigms for Web Access Pattern Analysis, Proceedings of the International Conference on Fuzzy Systems and Knowledge Discovery, Lipo Wang, Saman Halgamuge and Xin Yao (Eds.), Volume 1, pp. 631-635, 2002.

  146. Shawkat Ali and Ajith Abraham, An Empirical Comparison of Kernel Selection for Support Vector Machines, 2nd International Conference on Hybrid Intelligent Systems, Soft Computing Systems: Design, Management and Applications, Abraham A., Köppen M. and Ruiz-del-Solar J. (Eds.), IOS Press, The Netherlands, pp. 321-330, 2002.

  147. Xiaozhe Wang, Ajith Abraham and Kate A. Smith, Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach, 2nd International Conference on Hybrid Intelligent Systems, Chile, Soft Computing Systems: Design, Management and Applications, Abraham A., Köppen M. and Ruiz-del-Solar J.(Eds.), IOS Press, The Netherlands, pp. 853-862, 2002.

  148. Cong Tran, Ajith Abraham and Lakhmi Jain, Adaptation of Mamdani Fuzzy Inference System Using Neuro - Genetic Approach for Tactical Air Combat Decision Support System, 15th Australian Joint Conference on Artificial Intelligence (AI'02) Australia, LNAI 2557, Springer Verlag, Germany, pp. 672-679, 2002.

  149. Ajith Abraham, EvoNF: A Framework for Optimization of Fuzzy Inference Systems Using Neural Network Learning and Evolutionary Computation, The 17th IEEE International Symposium on Intelligent Control, ISIC'02, IEEE Press, ISBN 0780376218, pp 327-332, 2002. 

  150. Ajith Abraham, Ninan Sajith Philip, Baikunth Nath, P. Saratchandran, Performance Analysis of Connectionist Paradigms for Modelling Chaotic Behavior of Stock Indices, Second International Workshop on Intelligent Systems Design and Applications,  (ISDA'02), Computational Intelligence and Applications, Dynamic Publishers Inc., USA, ISBN 096403980X, pp. 181-186, 2002.

  151. Muhammad Riaz Khan and Ajith Abraham, A Hybrid Fuzzy-Neural Network for Modeling Short-Term Demand Forecasting in Czech Republic, Computational Intelligence and Applications, Dynamic Publishers Inc., USA, ISBN 096403980X, pp. 187-194, 2002.

  152. Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, Neurocomputing Based Canadian Weather Analysis, Computational Intelligence and Applications, Dynamic Publishers Inc., USA, ISBN 096403980X, pp. 39-44, 2002.   

  153. Ajith Abraham, Optimization of Evolutionary Neural Networks Using Hybrid Learning Algorithms, IEEE International Joint Conference on Neural Networks (IJCNN'02), 2002 IEEE World Congress on Computational Intelligence, Hawaii, ISBN 0780372786, IEEE Press, Volume 3, pp. 2797-2802, 2002.

  154. Ajith Abraham, Analysis of Hybrid Soft and Hard Computing Techniques for Forex Monitoring Systems, IEEE International Conference on Fuzzy Systems (IEEE FUZZ'02), 2002 IEEE World Congress on Computational Intelligence, Hawaii, ISBN 0780372808, IEEE Press pp. 1616 -1622, 2002.

  155. Muhammad Riaz Khan, Cestmir Ondrusek and Ajith Abraham, Soft Computing Models for Short Term Load Forecasting in Czech Republic, Hybrid Information Systems, Advances in Soft Computing, Physica Verlag, Germany, ISBN 3790814806, pp. 207-222, 2002.

  156. Sonja Petrovic-Lazerevic and Ajith Abraham, Optimizing Linear Programming Technique Using Fuzzy Logic, Hybrid Information Systems, Advances in Soft Computing, Physica Verlag, Germany, ISBN 3790814806, pp.269-284, 2002.

  157. Gleb Beliakov and Ajith Abraham, Global Optimization of Neural Networks Using Deterministic Hybrid Approach, Hybrid Information Systems, Advances in Soft Computing, Physica Verlag, Germany, ISBN 3790814806, pp. 79-92, 2002.

  158. Maumita Bhattacharya, Ajith Abraham and Baikunth Nath, A Linear Genetic Programming Approach for Modeling Electricity Demand Prediction in Victoria, Hybrid Information Systems, Advances in Soft Computing, Physica Verlag, Germany, ISBN 3790814806, pp. 379-394, 2002.

  159. Cong Tran, Lakhmi Jain and Ajith Abraham, Adaptive Database Learning in Decision Support System Using Evolutionary Fuzzy Systems: A Generic Framework, Hybrid Information Systems, Advances in Soft Computing, Physica Verlag, Germany, ISBN 3790814806, pp. 237-252, 2002.

  160. Golam Sorwar, Ajith Abraham and Laurence Dooley, Texture Classification Based on DCT and Soft Computing, The 10th IEEE International Conference on Fuzzy Systems, FUZZ IEEE'01, IEEE Press, Volume 2, pp. 545 -548, 2001.

  161. Ajith Abraham and Morshed Chowdury, An Intelligent Forex Monitoring System, IEEE International Conference on Info-net and Info-tech, ICII 2001, ISBN: 0780370104, IEEE Press, Volume: 3, pp. 523 -528, 2001.

  162. Sonja Petrovic-Lazerevic, Ken Coghill and Ajith Abraham, Neuro-Fuzzy Support of Knowledge Management in Social Regulation, CASYS 2001, Computing Anticipatory Systems, Dubois D.M.(Ed.), American Institute of Physics, New York, ISBN 0735400814, pp. 387-400, 2002.

  163. Ajith Abraham, Neuro-Fuzzy Systems: State-of-the-Art Modeling Techniques, Connectionist Models of Neurons, Learning Processes, and Artificial Intelligence, Lecture Notes in Computer Science. Volume. 2084, Springer Verlag Germany, Jose Mira and Alberto Prieto (Eds.), ISBN 3540422358, Spain, pp. 269-276, 2001.

  164. Ajith Abraham and Dan Steinberg, Is Neural Network a Reliable Forecaster on Earth- A MARS Query!,  Bio-Inspired Applications of Connectionism, Lecture Notes in Computer Science. Volume. 2085, Springer Verlag Germany, Jose Mira and Alberto Prieto (Eds.), ISBN 3540422374, Spain, pp.679-686, 2001. 

  165. Ajith Abraham, Beyond Neuro-Fuzzy Systems: Reviews, Prospects, Perspectives and Directions, 7th International Mendel Conference on Soft Computing (MENDEL 2001), Czech Republic, Published by Brno University of Technology, Matousek Radek and Osmera Pavel (Eds.), ISBN 802141894X, 2001.

  166. Ajith Abraham, It is time to Fuzzify Neural Networks, Intelligent Multimedia, Computing and Communications: Technologies and Applications of the Future, Fargo, USA, John Wiley & Sons Inc., Syed M.R. & Baiocchi O.R. (Editors), ISBN 0471202358, pp. 253-263, 2001. 

  167. Ajith Abraham, Ninan Sajith and Babu Joseph, Will We Have a Wet Summer? Long-term Rain Forcasting Using Soft Computing Models, Modelling and Simulation 2001, Publication of the Society for Computer Simulation International, Prague,  Czech Republic, Kerckhoffs E.J.H. & Snorek M. (Eds.), ISBN 1565552253,  pp. 1044-1048, 2001. 

  168. Ajith Abraham and  Baikunth Nath, ALEC -An Adaptive Learning Framework for Optimizing Artificial Artificial Neural Networks, Lecture Notes in Computer Science 2074, Springer-Verlag Germany, Vassil N Alexandrov et al (Eds.), ISBN 3540422331, USA, pp. 171-180, 2001. 

  169. Ajith Abraham and Dan Steinberg, MARS: Still an Alien Planet in Soft Computing?, Lecture Notes in Computer Science 2074, Springer-Verlag Germany, Vassil N Alexandrov et al (Eds.), ISBN 3540422331, San Francisco, USA,  pp. 235-244, 2001. 

  170. Ajith Abraham, Baikunth Nath and Mahanti P K, Hybrid Intelligent Systems for Stock Market Analysis, Lecture Notes in Computer Science 2074, Vassil N Alexandrov et al (Eds.), Springer-Verlag Germany, ISBN 3540422331, USA, pp. 337-345, 2001.

  171. Ajith Abraham, Rajkumar Buyya and Baikunth Nath, Nature's Heuristics for Scheduling Jobs in Computational Grids, In Proceedings of 8th IEEE International Conference on Advanced Computing and Communications, (ADCOM2000), Sinha P.S. and Gupta R.  (Editors), ISBN 0070435480, Tata McGraw-Hill Publishing Co. Ltd, New Delhi, India, pp. 45-52, 2000. 

  172. Ajith Abraham and Baikunth Nath, Designing Optimal Neuro-Fuzzy Systems for Intelligent Control, In Proceedings of The Sixth International Conference on Control, Automation, Robotics and Vision, (ICARCV 2000 - Singapore),(CD ROM Proceeding),   Wang J.L.  (Editor), ISBN 9810434456, Singapore, 2000. 

  173. Ajith Abraham and Baikunth Nath, Evolutionary Design of Fuzzy Control Systems - An Hybrid Approach, In Proceedings of The Sixth International Conference on Control, Automation, Robotics and Vision, (ICARCV 2000 - Singapore), (CD ROM Proceeding), Wang J.L. (Editor), ISBN 9810434456,  Singapore, 2000. 

  174. Ajith Abraham, An Evolving Fuzzy Neural Network Model Based Reactive Power Control, In Proceedings of The Second International Conference on Computers In Industry, ICCI 2000, Published by The Bahrain Society of Engineers, Majeed A Karim et al (Eds.), Bahrain, pp. 247-253, 2000. 

  175. Ajith Abraham, A Soft Computing Approach for Fault Prediction of Electronic Systems, In Proceedings of The Second International Conference on Computers In Industry, ICCI  2000, Published by The Bahrain Society of Engineers,  Majeed A Karim et al (Eds.), Bahrain, pp. 83-91, 2000. 

  176. Ajith Abraham and Baikunth Nath, Connectionist Models for Intelligent Reactive Power Control, In Proceedings of The  Australasian MATLAB Users Conference 2000,  Published by Ceanet Pty Ltd, Australia (Online Proceedings), 2000. 

  177. Ajith Abraham and Baikunth Nath, Evolutionary Design of Neuro-Fuzzy Systems - A Generic Framework, In Proceedings of The 4-th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems (JA2000), Published by the National Defence Academy (Japan) and University of New South Wales (Australia), Akira Namatame et al. (Editors), ISBN 0731705041, Japan, pp. 106-113, 2000.

  178. Ajith Abraham and Baikunth Nath, Optimal Design of Neural Nets Using Hybrid Algorithms, In Proceedings of The Sixth Pacific Rim International Conference on Artificial Intelligence (PRICAI2000), Lecture Notes in Artificial Intelligence 1886,  Mizoguchi R. & Slaney J. (Eds.), Springer Verlag, Germany, ISBN 3540679251,  Melbourne, pp. 510-520, 2000. 

  179. Ajith Abraham and Baikunth Nath, Hybrid Heuristics for Optimal Design of Neural Nets, In Proceedings of Third International Conference in Recent Advances in Soft Computing, (RASC2000), Advances in Soft Computing - Soft Computing Techniques and Applications, John R. & Birkenhead R. (Eds.), Springer Verlag- Germany, ISBN 3790813613, pp. 15-22, 2000. 

  180. Ajith Abraham and Baikunth Nath, IT Impact On New Millennium Manufacturing, In Proceedings of 5th International Conference on Computer Integrated Manufacturing,(ICCIM-2000), Computer Integrated Manufacturing, Singh J., Lew S.C. and Gay R. (Eds.),  ISBN 9810419236 & ISBN 9810419961,  Singapore, pp. 321-332, 2000. 

  181. Ajith Abraham and Baikunth Nath, Failure Prediction Of Critical Electronic Systems in Power Plants Using Artificial Neural Networks, In Proceedings of First International Power & Energy Conference, Australia (INTPEC'99), (CD ROM Proceeding), Isreb M (Editor), ISBN 0732620945, Australia, 1999. 

  182. Ajith Abraham and Baikunth Nath, Artificial Neural Networks for Intelligent Real Time Power Quality Monitoring Systems, In Proceedings of First International Power & Energy Conference, Australia (INTPEC'99), (CD ROM Proceeding), Isreb M. (Editor), ISBN 0732620945, Australia, 1999. 

  183. Baikunth Nath and Ajith Abraham, Parallel Machine Scheduling using Genetic Algorithms, In Proceedings of International AMSE conference on Computer Modeling, Simulation and Communication, CMSC-99, Mahanti P.K. & Dhyani P. (Eds.), ISBN 0074637525, Tata McGraw-Hill Publishing Co. Ltd, India, pp. 124-128, 1999.

 

 

 

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