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

           

 


 

Selected Publications of Ajith Abraham  - Peer Reviewed Journal Publications

 

  1. Aboul ella Hassanien and Ajith Abraham, Rough Morphology Hybrid Approach for Mammography Image Classification and Prediction, International Journal of Computational Intelligence and Applications, World Scientific Press, Singapore, 2008.

  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, 2008.

  3. Swagatam Das, Amit Konar, Ajith Abraham and Uday Chakraborty, Differential Evolution Using a Neighborhood based Mutation Operator, IEEE Transactions on Evolutionary Computation, IEEE Press, USA (final revision).

  4. Crina Grosan, Ajith Abraham and Stefan Tigan, Multicriteria Programming in Medical Diagnosis and Treatments, Applied Soft Computing Journal, Elsevier Science, 2008 (DOI).

  5. Crina Grosan and Ajith Abraham, Multiple Solutions for a System of Nonlinear Equations, International Journal of Innovative Computing, Information and Control, Volume 4, Issue 11, 2008.

  6. Sambarta Dasgupta, Swagatam Das, Ajith Abraham and Arijit Biswas, Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: An Analysis, IEEE Transactions on Evolutionary Computation, IEEE Press, USA (final revision).

  7. Zhenxiang Chen, Haiyang Wang, Ajith Abraham, Crina Grosan, Bo Yang, Yuehui Chen and Lin Wang, Improving Neural Network  Classification Using Further Division of Recognition Space, International Journal of Innovative Computing, Information and Control, Volume 4, Issue 11, 2008.

  8. Juan Corchado, Javier Bajo and Ajith Abraham, GerAmi: Improving the delivery of health care in geriatric residences, IEEE Intelligent Systems, IEEE Computer Society Press, Volume 23, Issue 2, pp. 19-25, 2008 (DOI).

  9. Swagatam Das, Ajith Abraham and Amit Konar, Automatic Kernel Clustering with Multi-Elitist Particle Swarm Optimization Algorithm, Pattern Recognition Letters, Elsevier Science, Volume 29, pp. 688-699, 2008 (DOI).

  10. 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, Volume 38, No.1, pp. 218-237,  2008 (DOI).

  11. Arijit Biswas, Sambarta Dasgupta, Swagatam Das, and Ajith Abraham, A Synergy of Differential Evolution and Bacterial Foraging Algorithm for Global Optimization, Neural Network World, Volume 17, No. 6, pp. 607-626, 2007.

  12. Roselina Sallehuddin, Siti Mariyam Shamsuddin, Siti Zaiton Hashim and Ajith Abraham, Forecasting time series using hybrid grey relational artificial neural network and auto regressive integrated moving average model, Neural Network World, Volume 17, No. 6, pp. 505-506, 2007.

  13. 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, No. 7, pp. 1032-1054, 2007.

  14. Fatos Xhafa, Javier Carretero, and Ajith Abraham, Genetic Algorithm Based Schedulers for Grid Computing Systems, International Journal of Innovative Computing, Information and Control, Volume 3, Issue 5, pp. 1053-1071, 2007.

  15. 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.

  16. 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.

  17. Yuehui Chen, Bo Yang, Ajith Abraham and Lizhi Peng, Automatic Design of Hierarchical Takagi-Sugeno Fuzzy Systems using Evolutionary Algorithms, IEEE Transactions on Fuzzy Systems, IEEE Press, USA, Volume 15, No. 3, pp. 385-397, 2007.

  18. 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.
  19. Hongbo Liu, Ajith Abraham and Maurice Clerc, Chaotic Dynamic Characteristics in Swarm Intelligence, Applied Soft Computing Journal, Elsevier Science, Volume 7, Issue 3, pp. 1019-1026, 2007.

  20. Hongbo Liu,  Ajith Abraham and Weishi Zhang, A Fuzzy Adaptive Turbulent Particle Swarm Optimization, International Journal of Innovative Computing and Applications, Volume 1, Issue 1, pp. 39-47, 2007.

  21. Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Hybrid multi-agent framework for detection of stealthy probes, Applied Soft Computing Journal, Elsevier Science, Volume 7, Issue 3, pp. 631-641, 2007.

  22. Imran Maqsood and Ajith Abraham, Weather Analysis Using an Ensemble of Connectionist Learning Paradigms, Applied Soft Computing Journal, Elsevier Science, Volume 7, Issue 3, pp. 995-1004, 2007.

  23. Xun Yue, Ajith Abraham, Zhong-xian Chi , Yan-you Hao and Hongwei Mo, Artificial Immune System Inspired Behavior Based Anti-Spam Filter, Soft Computing: Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag, Germany, Volume 11, Number 8, pp. 729-740, 2007.

  24. Costin Badica, Amelia Badica, Elvira Popescu and Ajith Abraham, L-Wrappers: Concepts, Properties and Construction: A Declarative Approach to Data Extraction from Web Sources, Soft Computing: Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag, Germany, Volume 11, Number 8, pp. 753-772, 2007.

  25. Yuehui Chen, Bo Yang and Ajith Abraham, Flexible Neural Trees Ensemble for Stock Index Modeling, Neurocomputing Journal, Elsevier Science, Netherlands, Vol. 70, Issues 4-6, pp. 697-703, 2007.

  26. Ajith Abraham, Crina Grosan and Carlos Martin-Vide,  Evolutionary Design of Intrusion Detection Programs, International Journal of Network Security, Vol.4, No.3, pp. 328-339, 2007.

  27. Arijit Bhattacharya, Ajith Abraham, Pandian Vasant and Crina Grosan, Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems Under Disparate Level-of-Satisfaction of Decision Maker, International Journal of Innovative Computing, Information and Control, Volume 3, No. 1, pp. 131-140, 2007.

  28. Yuehui Chen, Ajith Abraham and Bo Yang, Hybrid Flexible Neural Tree Based Intrusion Detection Systems, International Journal of Intelligent Systems, John Wiley and Sons, USA, Volume 22, pp. 1-16, 2007.

  29. Sandhya Peddabachigari, Ajith Abraham, Crina Grosan and Johnson Thomas, Modeling Intrusion Detection System Using Hybrid Intelligent Systems, Journal of Network and Computer Applications, Elsevier Science, Volume 30, Issue 1, pp. 114-132, 2007.

  30. Ajith Abraham, Ravi Jain, Johnson Thomas and Sang Yong Han, D-SCIDS: Distributed Soft Computing Intrusion Detection Systems, Journal of Network and Computer Applications, Elsevier Science, Volume 30, Issue 1, pp. 81-98, 2007.

  31. 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, Volume 11, No. 2, pp. 75 - 82, 2007.

  32. 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.

  33. Yuehui Chen, Ajith Abraham and Yong Zhang,  Ensemble of Flexible Neural Trees for Breast Cancer Detection, International Journal of Information Technology and Intelligent Computing, Poland, ISNN 1895 8648, Volume 1, Issue 1, pp. 187-202, 2006.

  34. Ajith Abraham and Crina Grosan, Decision Support Systems Using Ensemble Genetic Programming,  Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co., Singapore, Vol. 5, No. 4, pp. 303-313, 2006.

  35. Yuehui Chen, Ajith Abraham and Bo Yang, Feature Selection and Classification Using Flexible Neural Tree, Neurocomputing Journal, Elsevier Science, Netherlands, Volume 70, pp. 305-313, 2006.

  36. Ajith Abraham, Sonja Petrovic-Lazerevic and Ken Coghill, EvoPOL: A Decision Support System for Social Regulations Policies, Kybernetes, Emerald, England, Volume 35, No.6, pp. 814-824, 2006.

  37. Ajith Abraham and Crina Grosan, Automatic Programming Methodologies for Electronic Hardware Fault Monitoring, Journal of Universal Computer Science, Volume 12, No.4, pp. 408-431, 2006.

  38. Dongjoon Kim, Sangkyu Lee, Ajith Abraham and Sangyong Han, A Dynamic Priority Allocation Scheme of Messages for a Differentiated Web Services Satisfying Service Level Agreement, Journal of Digital Information Management, Volume 4, No.1, pp. 26-31, 2006.

  39. Vipul Goyal, Virendra Kumar, Mayank Singh, Ajith Abraham and Sugata Sanyal, A New Protocol to Counter Online Dictionary Attacks, Computers and Security, Elsevier Science, Volume 25, Issue 2, pp. 114-120, 2006. 

  40. KwangCheol Shin, Ajith Abraham and Sangyong Han, Self Organizing Sensors by Minimization of Cluster Heads Using Intelligent Clustering, Journal of Digital Information Management, Volume 4, No. 1, pp. 87-93, 2006.

  41. Crina Grosan and Ajith Abraham, Evolving Computer Programs for Knowledge Discovery, International Journal of System Management, ISNN 0972-6896, Volume 4, No. 2, pp. 7-24, 2006.

  42. Ruiyuan Guo, Ajith Abraham and Marcin Paprzycki, Analyzing Call Center Performance: A Data Mining Approach, The Journal of Knowledge Management, ISSN 0972-9216, Issue Vol. 4,  No. 1, pp. 24-37, 2006.

  43. Okkyung Choi, Sangyong Han and Ajith Abraham, Integration of Semantic Data Using a Novel Web Based Information Query System, International Journal of Web Services Practices, Vol. 1, No.1-2, pp. 21-29, 2005.

  44. Crina Grosan, Ajith Abraham and Monica Nicoara, Search Optimization Using Hybrid Particle Sub-Swarms and Evolutionary Algorithms, International Journal of Simulation Systems, Science & Technology, UK, Volume 6, Nos. 10 and 11, pp. 60-79, 2005.

  45. Srilatha Chebrolu, Ajith Abraham and Johnson Thomas, Feature Deduction and Ensemble Design of Intrusion Detection Systems, Computers and Security, Elsevier Science, Volume 24/4, pp. 295-307, 2005.

  46. Tibebe Tesema, Ajith Abraham and Crina Grosan, Rule Mining and Classification of Road Accidents Using Adaptive Regression Trees, International Journal of Simulation Systems, Science & Technology, UK, Volume 6, Nos. 10 and 11, pp. 80-94, 2005.

  47. Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Intrusion Detection Using Ensemble of Soft Computing and Hard Computing Paradigms, Journal of Network and Computer Applications, Elsevier Science, Vol. 28, Issue 2, pp. 167-182, 2005.

  48. Yuehui Chen, Bo Yang, Jiwen Dong and Ajith Abraham, Time Series Forecasting Using Flexible Neural Tree Model, Information Sciences, Elsevier Science, Vol. 174, Issues 3/4, pp. 219-235, 2005.  

  49. Miao Chong, Ajith Abraham and Marcin Paprzycki, Traffic Accident Data Analysis Using Machine Learning Paradigms, Informatica: An International Journal of Computing and Informatics, Vol. 29, No. 1,  pp. 89-98, 2005.

  50. Xiaozhe Wang, Ajith Abraham and Kate Smith, Intelligent Web Traffic Mining and Analysis, Journal of Network and Computer Applications, Elsevier Science, Vol. 28, Issue 2, pp. 147-165, 2005.

  51. Rangarajan Vasudevan, Ajith Abraham and Sugata Sanyal, A Novel Scheme for Data Transfer Over Computer Networks, Journal of Universal Computer Science, Volume 11, Issue 1, pp. 104-121, 2005.

  52. Janos Abonyi, Balazs Feil and Ajith Abraham, 'Computational Intelligence in Data Mining', Informatica: An International Journal of Computing and Informatics, Vol. 29, No. 1,  pp. 3-12, 2005.

  53. Ron Edwards, Ajith Abraham and Sonja Petrovic-Lazarevic, Computational Intelligence to Model the Export Behaviour of Multinational Corporation Subsidiaries in Malaysia, International Journal of the American Society for Information Science and Technology (JASIST), John Wiley & Sons Inc., USA, Volume 56, Issue 11 , pp. 1177 - 1186, 2005. 

  54. Soumya Banerjee, Crina Grosan, Ajith Abraham and P.K. Mahanti, Intrusion Detection on Sensor Networks Using Emotional Ants, International Journal of Applied Science and Computations, USA, Vol.12, No.3, pp.152-173, 2005.

  55. Soumya Banerjee, Ajith Abraham and Crina Grosan, Intelligent Decision-making for New Product Development and Market Positioning Using Soft Computing, International Journal of System Management, ISSN 0972-6896, Vol. 3, No.4, pp. 51-68, 2005.

  56. Ajith Abraham, Crina Grosan and Yuehui Chen, Cyber Security and the Evolution in Intrusion Detection Systems,  Journal of Engineering and Technology, ISSN 0973-2632, I-Manager Publications, Vol. 1, No. 1, pp. 74-81, 2005.  

  57. Ajith Abraham and Sajith Philip and P.K. Mahanti, Soft Computing Models for Weather Forecasting, International Journal of Applied Science and Computations, USA, Vol.11, No.3, pp.106-117, 2004.

  58. Ajith Abraham, Meta-Learning Evolutionary Artificial Neural Networks, Neurocomputing Journal, Elsevier Science, Netherlands, Vol. 56c, pp. 1-38, 2004.

  59. Sandhya Peddabachigari, Ajith Abraham and Johnson Thomas, Intrusion Detection Systems Using Decision Trees and Support Vector Machines, International Journal of Applied Science and Computations, USA, Vol.11, No.3, pp.118-134, 2004.

  60. Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, Neural Network Ensemble Method for Weather Forecasting, Neural Computing & Applications, Springer Verlag London Ltd., Volume 13, No. 2, pp. 112-122, 2004.

  61. Cong Tran, Ajith Abraham and Lakhmi Jain, Modeling Decision Support Systems Using Hybrid Neurocomputing, Neurocomputing Journal, Elsevier Science, Netherlands, Volume 61C, pp. 85-97, 2004.

  62. Ron Edwards, Ajith Abraham and Sonja Petrovic-Lazarevic, Neuro-Fuzzy Modeling of Export Behaviour of Multinational Corporation Subsidiaries, International Journal of Neural, Parallel & Scientific Computations, Vol. 12, pp. 21-36, 2004.

  63. Sugata Sanyal, Rangarajan Vasudevan, Ajith Abraham and Marcin Paprzycki, Grid Security and Integration with Minimal Performance Degradation, Journal of Digital Information Management, Vol. 2, Number. 3, pp. 122-126, 2004.

  64. Golam Sorwar and Ajith Abraham, DCT Based Texture Classification Using Soft Computing Approach, Malaysian Journal of Computer Science, Volume 17, No. 1, 2004.

  65. Srinivas Mukkamala, Andrew H. Sung and Ajith Abraham, Designing Intrusion Detection Systems: Architectures and Perspectives, Annual Review of Communications, The International Engineering Consortium (IEC) , Chicago, USA, Volume 57, pp. 1229-1241, 2004.

  66. Dhaval Gada, Rajat Gogri, Punit Rathod, Zalak Dedhia and Nirali Mody, Sugata Sanyal and Ajith Abraham, A Distributed Security Scheme for Ad Hoc Networks, ACM Crossroads, Special Issue on Computer Security, Volume 11, 2004.

  67. Ravi Jain and Ajith Abraham, A Comparative Study of Fuzzy Classifiers on Breast Cancer Data, Australiasian Physical And Engineering Sciences in Medicine, Australia, Volume 27, No.4, pp.  147-152, 2004.

  68. Ajith Abraham, Business Intelligence from Web Usage Mining, Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co., Singapore, Vol. 2, No. 4, pp. 375-390, 2003.

  69. Sonja Petrovic-Lazerevic, Ken Coghill and Ajith Abraham, Neuro-Fuzzy Support of Knowledge Management in Social Regulation, Knowledge Based Systems, Elsevier Science, Netherlands, Vol. 17, Issue 1, pp. 57-60, 2003. 

  70. Ajith Abraham, Morshed Chowdury and Sonja Petrovic-Lazerevic, Australian Forex Market Analysis Using Connectionist Models, Journal of Management: Theory and Practice, No. 29, VIII, pp. 18-22, 2003.

  71. Sonja Petrovic-Lazerevic and Ajith Abraham, Hybrid Fuzzy-Linear Programming Approach for Multi Criteria Decision Making Problems, International Journal of Neural, Parallel & Scientific Computations, USA, Volume 11, Issues (1&2), pp. 53-68, 2003.  

  72. Ajith Abraham, Ninan Sajith Philip and P. Saratchandran, Modeling Chaotic Behavior of Stock Indices Using Intelligent Paradigms, International Journal of Neural, Parallel & Scientific Computations, USA, Volume 11, Issue (1&2), pp. 143-160, 2003. 

  73. Muhammad Riaz Khan and Ajith Abraham, Short Term Load Forecasting Models in Czech Republic Using Soft Computing Techniques, International Journal of Knowledge-Based Intelligent Engineering Systems, IOS Press Netherlands, Volume 7, No. 4, pp. 172-179, 2003.  

  74. Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, Intelligent Weather Monitoring Systems Using Connectionist Models, International Journal of Neural, Parallel & Scientific Computations, USA, Volume 10, pp. 157-158, 2002.  

  75. Ajith Abraham and Baikunth Nath, A Neuro-Fuzzy Approach for Forecasting Electricity Demand In Victoria, Applied Soft Computing Journal, Elsevier Science, Volume 1&2, pp. 127-138, 2001. 

     

 

** Important Notice **

 This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information d to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright.

© 1999 - 2008, Ajith Abraham and all co-authors  

 

 Locations of visitors to this page

This page was last updated on February 26, 2008