Ajith Abraham Ph.D.

Visiting Professor
Norwegian Center of Excellence
Center of Excellence for Quantifiable Quality of Service
Norwegian University of Science and Technology,
Trondheim, Norway

WWW: http://www.softcomputing.net

email: ajith.abraham@q2s.ntnu.no
 

Ajith Abraham's research and development experience includes over 15 years in the Industry and Academia spanning different continents in Australia, America,  Asia and Europe. He works in a multi-disciplinary environment involving computational intelligence, network security, sensor networks, computational grids, e-commerce, Web intelligence, Web services, data mining and applied to various real world problems. He has authored/co-authored over 300+ refereed journal/conference papers and book chapters and some of the works have also won best paper awards at international conferences and also received several citations. Some of his articles are available in the ScienceDirect  Top 25 hottest articles. His research interests in advanced computational intelligence include hybridizing intelligent techniques (Nature Inspired Hybrid Intelligent Systems) involving connectionist network learning, fuzzy inference systems, rough set, swarm intelligence, evolutionary computation, bacterial foraging, distributed artificial intelligence, multi-agent systems and other heuristics. He has given more than 20 plenary lectures and conference tutorials in these areas.

 

                        

2007 -- Selected Publications

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Edited Books

  1. Ajith Abraham, Crina Grosan, Witold Pedrycz (Eds), Engineering Evolutionary Intelligent Systems, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-75395-7, 2007, 400 pages (Preface).

  2. Arpad Kelemen, Ajith Abraham and Yulan Liang (Eds.), Computational Intelligence in Medical Informatics, Studies in Computational Intelligence, Springer Verlag, Germany, 2007, ISBN: 978-3-540-75766-5, 390 pages, (Preface).

  3. Arpad Kelemen, Ajith Abraham and Yuehui Chen (Eds.), Computational Intelligence in Bioinformatics, Studies in Computational Intelligence, Springer Verlag, Germany, 2008 (Preface).

  4. Aboul-Ella Hassanien, Janusz Kacprzyk and Ajith Abraham (Eds.), Computational Intelligence in Multimedia Processing, Studies in Computational Intelligence, Springer Verlag, Germany, 2007 (Preface).

  5. Crina Grosan, Ajith Abraham, Hisao Ishibuchi (Eds.), Hybrid Evolutionary Algorithms, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-73296-9, 405 pages, 2007 (Preface, Table of contents).

  6. Nadia Nedjah, Ajith Abraham, Luiza de Macedo Mourelle (Eds.), Computational Intelligence in Information Assurance and Security, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-71077-6, 256 pages, 2007 (Preface, Table of contents).

 Peer Reviewed Journal Publications

  1. Swagatam Das, Ajith Abraham and Amit Konar, Automatic Clustering Using an Improved Differential Evolution Algorithm , IEEE Transactions on Systems Man and Cybernetics - Part A, IEEE Press, USA, 2007.

  2. Crina Grosan and Ajith Abraham, A New Approach for Solving Nonlinear Equation Systems , IEEE Transactions on Systems Man and Cybernetics - Part A, IEEE Press, USA, 2007.

  3. Crina Grosan, Ajith Abraham and Stefan Tigan, Multicriteria Programming in Medical Diagnosis and Treatments, Applied Soft Computing Journal, Elsevier Science, 2007.

  4. Swagatam Das, Ajith Abraham and Amit Konar, Automatic Kernel Clustering with Multi-Elitist Particle Swarm Optimization Algorithm, Pattern Recognition Letters, Elsevier Science, 2007.

  5. Hongbo Liu and Ajith Abraham, An Hybrid Fuzzy Variable Neighborhood Particle Swarm Optimization Algorithm for Solving Quadratic Assignment Problems, Journal of Universal Computer Science, Volume 13, 2007.

  6. Sandipan Dey, Ajith Abraham and Sugata Sanyal, A Very Simple Approach for 3-D to 2-D Mapping , International Journal on Image Processing and Communications, Poland, 2007.

  7. Ajith Abraham, Crina Grosan and Stefan Tigan, Ensemble of Hybrid Neural Network Learning Approaches for Designing Pharmaceutical Drugs , Neural Computing & Applications, Springer Verlag London Ltd., Volume 16, No. 3. pp. 307-316, 2007.

  8. Dong-Hwa Kim, Ajith Abraham and Jae-Hoon Cho, Hybrid Genetic Algorithm and Bacterial Foraging Approach for Global Optimization, Information Sciences, Elsevier Science,  Volume 177, Issue 18, pp.  3918 - 3937, 2007.

  9. Sungyun Park, Kwangcheol Shin, Ajith Abraham and SangYong Han, Optimized Self Organized Sensor Networks, Sensors, Molecular Diversity Preservation International , Switzerland, Volume 7, Issue 5, pp. 730-742, 2007.
  10. Bhavyesh Divecha, Ajith Abraham, Crina Grosan and Sugata Sanyal, Impact of Node Mobility on MANET Routing Protocols Models, Journal of Digital Information Management, Volume 5, Number 1, pp. 19-24, 2007.

 

Peer Reviewed Book Chapters

  1. Ajith Abraham and Crina Grosan, Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews, Engineering Evolutionary Intelligent Systems, Studies in Computational Intelligence,  Springer Verlag, Germany, ISBN 978-3-540-75395-7, pp. 1-22, 2008.

  2. Ajith Abraham and Swagatam Das, Swarm Intelligence Algorithms for Data Clustering, Soft Computing for Knowledge Discovery and Data Mining, Oded Maimon and Lior Rokach (Eds.), Springer Verlag, Germany, 2008.

  3. Swagatam Das, Ajith Abraham and Amit Konar, Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives, Advances of Computational Intelligence in Industrial Systems, Ying Liu et al. (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, 2008.

  4. Aboul ella Hassanien, Ajith Abraham, James F. Peters and Janusz Kacprzyk, Rough Sets in Medical Imaging: Foundations and Trends, Computational Intelligence in Medical Imaging: Techniques and Applications, G. Schaefer et al. (Eds.), CRC Press, USA, 2008.

  5. Aboul ella Hassanien, Ajith Abraham and Janusz Kacprzyk, Computational Intelligence in Multimedia Processing: Foundations and Trends, Computational Intelligence in Multimedia Processing: Recent Advances, Aboul-Ella Hassanien et al. (Eds.), Springer Verlag, Germany, 2008.

  6. Swagatam Das, Ajith Abraham and Amit Konar, Swarm Intelligence Algorithms in Bioinformatics, Computational Intelligence in Bioinformatics, Arpad Kelemen et al. (Eds.), Springer Verlag, Germany, 2007.

  7. Crina Grosan and Ajith Abraham, Hybrid Evolutionary Algorithms: Methodologies, Architectures and Reviews, Hybrid Evolutionary Algorithms, C. Grosan et al. (Eds.), Studies in Computational Intelligence, Vol. 75, Springer Verlag, Germany, ISBN 978-3-540-73296-9, pp. 1-17, 2007.

  8. Dong-Hwa Kim, Ajith Abraham and Kaoru Hirota, Hybrid Genetic Algorithm and Bacterial Foraging Approach for Function Optimization and Robust Tuning of PID Controller with Disturbance Rejection, Hybrid Evolutionary Algorithms, C. Grosan et al. (Eds.), Studies in Computational Intelligence, Volume 75, Springer Verlag, Germany, ISBN 978-3-540-73296-9, pp. 171-199, 2007.

  9. Dong-Hwa Kim and Ajith Abraham, Hybrid Genetic Algorithm- Particle Swarm Approach for Function Optimization, Hybrid Evolutionary Algorithms, C. Grosan et al. (Eds.), Studies in Computational Intelligence, Vol. 75, Springer Verlag, Germany,  ISBN 978-3-540-73296-9, pp. 147-170, 2007.

 Guest Editing of Special Issues of International Journals

  1. Ajith Abraham, Dennis Jarvis, Jacquie Jarvis and Lakhmi Jain, Innovations in Multiagent Systems, Multiagent and Grid Systems - An International Journal, IOS Press, The Netherlands, Volume 4, 2008 (Editorial). 

    2.

  2. Richard Chbeir, Pit Pichappan and Ajith Abraham, Computational Intelligence in Digital Information Management, International Journal of Computational Intelligence Research, Volume 4, Issue 2, 2008 (Editorial). 

  3. Richard Chbeir, Pit Pichappan and Ajith Abraham, Innovations in Information Retrieval and Digital Information Management, Journal of Digital Information Management, , Volume 5, 2007 (Editorial). 

  4. Ajith Abraham, Yuehui Chen and Fatos Xhafa, Computational Intelligence in Information Retrieval, Journal of Digital Information Management, Volume 5, Issue 3, pp. 97-98, 2007 (Editorial).

  5. Fuchun Sun, Yuehui Chen and Ajith Abraham, Intelligent Control and Robotics, International Journal of Neural, Parallel & Scientific Computations, Volume 15, 2007 (Editorial).

 

Edited Volumes/Proceedings

  1. Andreas König, Mario Köppen, Ajith Abraham, Christian Igel and Nikola Kasabov, Proceedings of the Seventh International Conference on Hybrid Intelligent Systems, HIS-2007, Germany, IEEE Computer Society Press, USA, ISBN 07695-2662-4, 2007.

  2. Emilio Corchado, Juan Corchado and Ajith Abraham, Proceedings of the Second International Symposium on Hybrid Artificial Intelligent Systems (HAIS 2007), Advances in Softcomputing Series, Springer Verlag, Germany, ISBN: 978-3-540-74971-4, 2007 (Preface).

  3. Jörg Roth, Jairo Gutiérrez and Ajith Abraham, Proceedings of the First European Conference on Data Mining, Lisbon, Portugal, ISBN: 978-972-8924-40-9, IADIS Press, 2007 (Cover, Preface.

  4. Khalid Saeed, Ajith Abraham and Romuald Mosdorf, 6th International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2007, IEEE Computer Society press, USA, ISBN 0-7695-2894-5, 2007.

  5. Ning Zhang, Ajith Abraham, Qi Shi and Johnson Thomas, Proceedings of the Third International Symposium on Information Assurance and Security, IEEE Computer Society press, USA, 2007.

  6. David Al-Dabass, Richard Zobel, Ajith Abraham and Steve Turner, First Asia International Conference on Modeling & Simulation, Phuket, Thailand, IEEE Computer Society press, USA, ISBN 0-7695-2845-7, 2007.

 Peer Reviewed International Conference Publications

  1. 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, Germany, 2007.
  2. Hongbo Liu, Ajith Abraham and Weishi Zhang, A Fuzzy Particle Swarm Approach to Multiobjective Quadratic Assignment Problems, International Conference on Soft Computing, Czech Republic, 2007.
  3. 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, 2007.
  4. 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, 2007.
  5. Hongbo Liu, Ajith Abraham, Crina Grosan and Ningning Li, 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, 2007.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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, IADIS Press, pp. 81-88, 2007.
  22. 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, IADIS Press, pp. 89-94, 2007.
  23. 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, IADIS Press, pp. 170-175, 2007.
  24. 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.
  25. 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.
  26. 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, IADIS International Conference, Applied Computing 2007, Salamanca, Spain, Nuno Guimarães and Pedro Isaias (Eds.), ISBN 978-972-8924-30-0, pp. 160-167, 2007.
  27. Crina Grosan, Ajith Abraham and Bjarne Helvik, Multiobjective Evolutionary Algorithms for Scheduling Jobs on Computational Grids, IADIS International Conference, Applied Computing 2007, Salamanca, Spain, Nuno Guimarães and Pedro Isaias (Eds.), ISBN 978-972-8924-30-0, pp. 459-463, 2007.

 

Selected Other Publications - Invited papers, short articles and non-refereed papers

Ajith Abraham, Nature Inspired Intrusion Detection Programs, 6th International Conference on Computer Information Systems and Industrial Management Applications, IEEE Computer Society Press, pp. xxviii, 2007.

 

Complete list -->>

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This page was last updated on October 17, 2007