I never see what has been done; I only see what remains to be done -- Marie Curie
Selected Publications of Ajith Abraham
Books and Volumes
Authored Books
Edited Books
Aboul-Ella Hassanien, Ajith Abraham, Athanasios Vasilakos, Witold Pedrycz, Foundations of Computational Intelligence Vol 1: Learning and Approximation Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Aboul-Ella Hassanien, Ajith Abraham and Václav Snášel, Foundations of Computational Intelligence Vol 5: Function Approximation and Classification, Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Aboul-Ella Hassanien, Ajith Abraham, Francisco Herrera, Foundations of Computational Intelligence Vol 2: Approximate Reasoning Theoretical Foundations and Applications , Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Ajith Abraham, Aboul-Ella Hassanien, André Carvalho and Václav Snášel, Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Ajith Abraham, Aboul-Ella Hassanien, Patrick Siarry and Andries Engelbrecht, Foundations of Computational Intelligence Vol 3: Global Optimization Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Ajith Abraham, Aboul-Ella Hassanien and André Carvalho, Foundations of Computational Intelligence Vol 4: Bio-Inspired Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Ajith Abraham, Rafael Falcon and Rafael Bello (Eds), Rough Set Theory: A True Landmark in Data Analysis, Studies in Computational Intelligence, Springer Verlag, Germany, 2009 (Preface).
Ajith Abraham, Crina Grosan, Witold Pedrycz (Eds), Engineering Evolutionary Intelligent Systems, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-75395-7, 400 pages, 2008 (Preface).
Aboul-Ella Hassanien, Jemal Abawajy, Ajith Abraham and Hani Hagras (Eds), Pervasive Computing : Innovations in Intelligent Multimedia and Applications, Series in Computer Communications and Networks, Springer Verlag, Germany, 2008 (Foreword by Dr. Dharma Agrawal, Preface).
Fatos Xhafa and Ajith Abraham (Eds), Metaheuristics for Scheduling: Distributed Computing Environments,
Fatos Xhafa and Ajith Abraham (Eds), Metaheuristics for Scheduling: Industrial and Manufacturing Applications, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-78984-0
Arpad Kelemen, Ajith Abraham and Yuehui Chen (Eds.), Computational Intelligence in Bioinformatics, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-76802-9, 330 pages, 2008 (Preface).
Aboul-Ella Hassanien, Ajith Abraham and Janusz Kacprzyk (Eds.), Computational Intelligence in Multimedia Processing, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-76826-5, 400 pages, 2008 (Preface).
Arpad Kelemen, Ajith Abraham and Yulan Liang (Eds.), Computational Intelligence in Medical Informatics, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-75766-5, 390 pages, 2008 (Preface).
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).
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).
Ajith
Abraham, Crina Grosan and Vitorino
Ramos (Eds.),
Swarm Intelligence and Data Mining,
Studies in Computational Intelligence,
Springer
Verlag, Germany, pages 270, ISBN:
3-540-34955-3, 2006 (Foreword
by James Kennedy, Preface).
Ajith Abraham, Crina Grosan and Vitorino Ramos (Eds.), Stigmergic Optimization, Studies in Computational Intelligence, Springer Verlag, Germany, pages 300, ISBN: 3-540-34689-9, 2006 (Preface).
Nadia Nedjah,
Ajith Abraham and
Luiza de Macedo Mourelle (Eds.),
Genetic Systems Programming,
Studies in Computational Intelligence,
Springer
Verlag Germany, ISBN: 3-540-29849-5, pages
233, 2006 (Foreword
by Dr. John Koza, Preface).
Ajith Abraham, Lakhmi Jain and Robert Goldberg (Eds.), Evolutionary Multiobjective Optimization: Theoretical Advances and Applications, Springer Verlag, London, ISBN 1852337877, 12 Chapters, 315 pages, 173 Illustrations, 2005 (Preface).
Ajith
Abraham, Lakhmi Jain and Berend Jan van
der Zwaag (Eds.),
Innovations in Intelligent Systems: Design, Management
and Applications,
Studies in Fuzziness and Soft Computing,
Springer
Verlag Germany, ISBN 354020265X, 18
Chapters, 470 pages, 2004 (Foreword
by Dr. Clarence de Silva, Preface).
Ravi Jain,
Ajith Abraham,
Colette Faucher and Berend Jan van der Zwaag (Eds.),
Innovations in Knowledge Engineering,
Advanced
Knowledge International, Australia, 12
Chapters, ISBN 097500408, 351 pages, 2003 (Foreword
by Dr. Jim Austin, Preface).
Ajith
Abraham, Lakhmi Jain and Janusz
Kacprzyk (Eds.),
Recent Advances in Intelligent Paradigms and
Applications,
Studies in Fuzziness and Soft Computing,
Springer
Verlag Germany, ISBN 3790815381, 12
Chapters, 272 pages, 2002 (Foreword
by Dr. Ronald Yager,
Preface).
Peer Reviewed Journal Publications
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, 2009.
Swagatam Das, Arijit Biswas, Ajith Abraham and Sambarta Dasgupta, Design of Fractional Order PIλDμ Controllers with an Improved Differential Evolution, Engineering Applications of Artificial Intelligence, Elsevier Science, 2009 (DOI).
Swagatam Das, Ajith Abraham, Uday Chakraborty and Amit Konar, Differential Evolution Using a Neighborhood based Mutation Operator, IEEE Transactions on Evolutionary Computation, IEEE Press, USA, 2009.
Swagatam Das, Sambarta Dasgupta , Arijit Biswas, Ajith Abraham and Amit Konar, On Stability of the Chemotactic Dynamics in Bacterial Foraging Optimization Algorithm, IEEE Transactions on Systems Man and Cybernetics - Part A, IEEE Press, USA, 2009 (final review).
Lizhi Peng, Bo Yang, Yuehui Chen and Ajith Abraham, Data Gravitation Based Classification, Information Sciences, Elsevier Science, 2009.
Alvaro Herrero, Emilio Corchado, Lourdes Saiz and Ajith Abraham, DIPIP: a Neural Knowledge Management Model Framework for Decision Support, Computational Intelligence, Backwell Publishing, UK, 2009.
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, 2009.
Sambarta Dasgupta , Arijit Biswas, Swagatam Das and Ajith Abraham, Modeling and Analysis of the Population Dynamics of Differential Evolution Algorithm, AI Communications - The European Journal on Artificial Intelligence, IOS Press, Netherlands, 2009.
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.
Sandipan Dey, Ajith Abraham, Bijoy Bandyopadhyay and Sugata Sanyal, Data Hiding Techniques Using Prime and Natural Numbers, Journal of Digital Information Management, Volume 6, 2008.
Crina Grosan, Ajith Abraham and Aboul Ella Hassainen, Designing Resilient Networks Using Multicriteria Metaheuristics, Telecommunication Systems: Modelling, Analysis, Design and Management, Springer Verlag, Germany, 2008.
Aboul Ella Hassanien, Ajith Abraham and Crina Grosan, Spiking Neural Network and Wavelets for Hiding Iris Data in Digital Images, Soft Computing: Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag, Germany, Volume 12, 2008.
Hameed Al-Qaheri, Aboul Ella Hassanien and Ajith Abraham, Discovering Stock Price Prediction Rules Using Rough Sets, Neural Network World, Volume 18, No. 3, pp. 181-198, 2008.
Crina Grosan and Ajith Abraham, Multiple Solutions for a System of Nonlinear Equations, International Journal of Innovative Computing, Information and Control, Volume 4, Issue 9, pp. 2161-2170, 2008.
Dong-Hwa Kim and Ajith Abraham, Optimal Learning of Fuzzy Neural Network Using Artificial Immune Algorithm, Neural Network World, Volume 18, No. 2, pp. 147-170, 2008.
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, Volume 38, No. 3, pp. 698-714, 2008.
Crina Grosan, Ajith Abraham and Stefan Tigan, Multicriteria Programming in Medical Diagnosis and Treatments, Applied Soft Computing Journal, Elsevier Science, Volume 8, Issue 4, pp. 1407-1417, 2008.
Fatos Xhafa, Bernat Duran, Ajith Abraham and Keshav Dahal, Tuning Struggle Strategy in Genetic Algorithms for Scheduling in Computational Grids, Neural Network World, Volume 18, No. 3, pp. 209-225, 2008.
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.
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.
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.
Arijit Biswas, Sambarta Dasgupta, Swagatam Das, and Ajith Abraham, A Synergy of Differential Evolution and Bacterial Foraging Algorithm for Global Optimization,
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Ajith Abraham, Meta-Learning Evolutionary Artificial Neural Networks, Neurocomputing Journal, Elsevier Science, Netherlands, Vol. 56c, pp. 1-38, 2004.
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.
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.
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.
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.
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.
Golam Sorwar and Ajith Abraham, DCT Based Texture Classification Using Soft Computing Approach, Malaysian Journal of Computer Science, Volume 17, No. 1, 2004.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Peer Reviewed Book Chapters
Hongbo Liu and Ajith Abraham, Chaos and Swarm Intelligence, Intelligent Computing Based on Chaos, Ljupco Kocarev et al (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, 2009.
Hameed Al-Qaheri, Aboul Ella Hassanien and Ajith Abraham, A Generic Scheme for Generating Prediction Rules Using Rough Set, Rough Set Research: Advances in Theory and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2008.
Hongbo Liu, Ajith Abraham and Yanheng Li, Nature Inspired Population-based Heuristics for Rough Set Reduction, Rough Set Research: Advances in Theory and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2008.
Sarina Sulaiman, Siti Mariyam Shamsuddin and Ajith Abraham, Rough Web Caching, Rough Set Research: Advances in Theory and Applications, Studies in Computational Intelligence, Springer Verlag, Germany, 2008.
Cristian Pinzón, Yanira De Paz, Javier Bajo, Ajith Abraham and Juan Corchado, SiC: An agent based architecture for preventing and detecting attacks to ubiquitous databases, Pervasive Computing : Innovations in Intelligent Multimedia and Applications, Series in Computer Communications and Networks, Springer Verlag, Germany, 2008.
Juan Fraile, Javier Bajo, Ajith Abraham and Juan Corchado, HoCa: Hybrid Multiagent Architecture for Home Care, Pervasive Computing : Innovations in Intelligent Multimedia and Applications, Series in Computer Communications and Networks, Springer Verlag, Germany, 2008.
Hongbo Liu, Ajith Abraham and Youakim Badr, Neighbor Selection in Peer-to-Peer Overlay Networks: A Swarm Intelligence Approach, Pervasive Computing : Innovations in Intelligent Multimedia and Applications, Series in Computer Communications and Networks, Springer Verlag, Germany, 2008.
Animesh Trivedi, Rajan Arora, Rishi Kapoor, Sudip Sanyal, Ajith Abraham and Sugata Sanyal, Mobile Ad Hoc Network Security Vulnerabilities, Encyclopedia of Information Science and Technology, Idea Group Inc. Publishers, USA, 2008.
Aboul ella Hassanien, Ajith Abraham, James 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.
Ajith Abraham and Crina Grosan, Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks, Communications and Discoveries from Multidisciplinary Data, Studies in Computational Intelligence, Springer Verlag, Germany, Vol. 123, Iwata S. et al (Eds.), ISBN: 978-3-540-78732-7, pp. 221-231, 2008.
Arijit Bhattacharya, Ajith Abraham and Pandian Vasant, Flexible Manufacturing System Selection under Disparate Level-of-Satisfaction of Decision Maker using Intelligent Fuzzy - Multi Criteria Decision Making Model, Fuzzy Multi-Criteria Decision Making: Theory and Applications with Recent Developments, Cengiz Kahraman (Ed.), Springer Optimization and its Applications, Springer Verlag, Germany, ISBN 978-0-387-76812-0, pp. 263-280, 2008.
Pandian Vasant, Arijit Bhattacharya and Ajith Abraham, Measurement of Level-of-Satisfaction of Decision Maker in Intelligent Fuzzy-- Multi Criteria Decision Making Theory: A Generalized Approach, Fuzzy Multi-Criteria Decision Making: Theory and Applications with Recent Developments, Cengiz Kahraman (Ed.), Springer Optimization and its Applications, Springer Verlag, Germany, ISBN 978-0-387-76812-0, pp. 235-261, 2008.
Ajith Abraham, Pandian Vasant and Arijit Bhattacharya, Neuro-fuzzy Approximation to Multi-Criteria Decision Making Quality Function Deployment Methodology, Fuzzy Multi-Criteria Decision Making: Theory and Applications with Recent Developments, Cengiz Kahraman (Ed.), Springer Optimization and its Applications, Springer Verlag, Germany, ISBN 978-0-387-76812-0, pp. 301-321, 2008.
Ajith Abraham, Hongbo Liu and Mingyan Zhao, Particle Swarm Scheduling for Work-Flow Applications in Distributed Computing Environments, Metaheuristics for Scheduling: Industrial and Manufacturing Applications, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN 978-3-540-78984-0, pp. 327-342, 2008.
Aboul ella Hassanien, Mariofanna Milanova, Tomasz Smolinski and Ajith Abraham, Computational Intelligence in Solving Bioinformatics Problems: Reviews, Perspectives and Challenges, Computational Intelligence in Biomedicine and Bioinformatics, Studies in Computational Intelligence, SCI 151, Springer Verlag, Germany, ISBN 978-3-540-70776-9, pp. 3-47, 2008.
Ajith Abraham, Hongbo Liu, Crina Grosan and Fatos Xhafa, Nature Inspired Metaheuristics for Grid Scheduling: Single and Multiobjective Optimization Approaches, Metaheuristics for Scheduling: Distributed Computing Environments, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-69260-7, pp. 247-272, 2008.
Hongbo Liu, Ajith Abraham and Fatos Xhafa, Peer-to-Peer Neighbor Selection Using Single and Multiobjective Population-based Metaheuristics, Metaheuristics for Scheduling: Distributed Computing Environments, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-69260-7, pp. 323-340, 2008.
Fatos Xhafa, Enrique Alba, Bernabe Dorronsoro, Bernat Duran and Ajith Abraham, Efficient Batch Job Scheduling in Grids Using Cellular Memetic Algorithms, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-69260-7, pp. 273-299, 2008.
Fatos Xhafa and Ajith Abraham, Meta-heuristics for Grid Scheduling Problems, Metaheuristics for Scheduling: Distributed Computing Environments, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-540-69260-7, pp. 1-37, 2008.
Aboul ella Hassanien, Ajith Abraham, Janusz Kacprzyk and James Peters, Computational Intelligence in Multimedia Processing: Foundations and Trends, Computational Intelligence in Multimedia Processing, Aboul-Ella Hassanien et al. (Eds.), Springer Verlag, Germany, ISBN: 978-3-540-76826-5, pp. 3-49, 2008.
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, ISBN 978-3-540-78296-4, pp. 1-38, 2008.
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.
Swagatam Das, Ajith Abraham and Amit Konar, Swarm Intelligence Algorithms in Bioinformatics, Computational Intelligence in Bioinformatics, Arpad Kelemen et al. (Eds.), Springer Verlag, Germany, ISBN: 978-3-540-76802-9, pp. 113-147, 2008.
Ajith Abraham, Swagatam Das and Sandip Roy, Swarm Intelligence Algorithms for Data Clustering, Soft Computing for Knowledge Discovery and Data Mining, Oded Maimon and Lior Rokach (Eds.), Springer Verlag, Germany, ISBN 978-0-387-69934-9, pp. 279-313, 2007.
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.
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.
Crina Grosan, Ajith Abraham and Monica Chis, Swarm Intelligence in Data Mining, Swarm Intelligence and Data Mining, A. Abraham, C. Grosan and V. Ramos (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, ISBN 3-540-34955-3, pp. 1-20, 2006.
Crina Grosan and Ajith Abraham, Stigmergic Optimization: Inspiration, Technologies and Perspectives, A. Abraham, C. Grosan and V. Ramos (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany,ISBN: 3-540-34689-9, pp. 1-24, 2006.
Ajith Abraham, He Guo and Hongbo Liu, Swarm Intelligence: Foundations, Perspectives and Applications, Swarm Intelligent Systems, Nadia Nedjah and Luiza Mourelle (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, pp. 3-25, 2006.
Yuehui Chen and Ajith Abraham, Hybrid Learning Methods for Stock Index Modeling, Artificial Neural Networks in Finance, Health and Manufacturing: Potential and Challenges, J. Kamruzzaman, R. K. Begg and R. A. Sarker (Eds.), Idea Group Inc. Publishers, USA, 2006.
Cong Tran, Ajith Abraham and Lakhmi Jain, Soft Computing Paradigms for Modeling Decision Support Systems, Advances in Applied Artificial Intelligence, John Fulcher (Ed.), Idea Group Inc. Publishers, USA, Chapter 1, pp. 1-28, 2006.
Ajith Abraham, Nadia Nedjah, and Luiza Mourelle, Evolutionary Computation: From Genetic Algorithms to Genetic Programming, Nadia Nedjah et al. (Eds.), Studies in Computational Intelligence, Springer Verlag Germany, ISBN: 3-540-29849-5, pp. 1-20, 2006.
Ajith Abraham and Crina Grosan, Evolving Intrusion Detection Systems, Genetic Systems Programming, Nadia Nedjah et al. (Eds.), Studies in Computational Intelligence, Springer Verlag Germany, ISBN: 3-540-29849-5, pp. 57-79, 2006.
Crina Grosan and Ajith Abraham, Stock Market Modeling Using Genetic Programming Ensembles, Genetic Systems Programming, Nadia Nedjah et al. (Eds.), Studies in Computational Intelligence, Springer Verlag Germany, ISBN: 3-540-29849-5, pp. 131-146, 2006.
Srinivas Mukkamala, Andrew Sung, Ajith Abraham and Vitorino Ramos, Intrusion Detection Systems Using Adaptive Regression Splines, Enterprise Information Systems VI , Seruca, I.; Cordeiro, J.; Hammoudi, S.; Filipe, J. (Eds.) Springer-Verlag, ISBN: 1-4020-3674-4, pp. 211-218, 2006.
Srinivas Mukkamala, Andrew Sung and Ajith Abraham, Cyber Security Challenges: Designing Efficient Intrusion Detection Systems and Antivirus Tools, Enhancing Computer Security with Smart Technology, Rao Vemuri (Ed.), CRC Press, USA, ISBN 0849330459, pp. 125 -161, 2005.
Ajith Abraham, Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers, Do Smart Adaptive Systems Exist? Best Practice for Selection and Combination of Intelligent Methods, Bogdan Gabrys, Kauko Leiviska and Jens Strackeljan (Eds.), Studies in Fuzziness and Soft Computing, Vol. 173, Springer Verlag Germany, ISBN: 3-540-24077-2, Chapter 8, pp. 159-169, 2005.
Ajith Abraham and Ravi Jain, Soft Computing Approach for Modeling Intrusion Detection Systems, Classification and Clustering for Knowledge Discovery, Saman Halgamuge and Lipo Wang (Eds.), Studies in Computational Intelligence, Vol. 4, Springer Verlag Germany, ISBN: 3-540-26073-0, Chapter 13, pp. 187-204, 2005.
Xiaozhe Wang, Ajith Abraham and Kate A. Smith, Soft Computing Paradigms for Web Access Pattern Analysis, Soft Computing in Knowledge Discovery Methods and Applications, Saman Halgamuge and Lipo Wang (Eds.), Studies in Computational Intelligence, Vol. 4, Springer Verlag Germany, ISBN: 3-540-26073-0, Chapter 15, pp. 231-248, 2005.
Ajith Abraham and Lakhmi Jain, Evolutionary Multiobjective Optimization, Evolutionary Multiobjective Optimization: Theoretical Advances and Applications, Abraham A., Jain L.C. and Goldberg R. (Eds.), Springer Verlag, London, Chapter 1, pp. 1-9, 2005.
Andy Auyeung and Ajith Abraham, Role of Simulated Evolution in Bioinformatics, Evolutionary Machine Design: Methodology and Applications, Nadia Nedjah and Luiza Mourelle (Eds.), Nova Publishers, USA, ISBN: 1-59454-405-0, Chapter 4, pp. 197-219, 2005.
Ajith Abraham and Johnson Thomas, Distributed Intrusion Detection Systems: A Computational Intelligence Approach, Applications of Information Systems to Homeland Security and Defense, Abbass H.A. and Essam D. (Eds.), Idea Group Inc. Publishers, USA, Chapter 5, pp. 105-135, 2005.
Ajith Abraham, Hybrid Soft and Hard Computing Based Forex Monitoring Systems, Fuzzy System Engineering: Theory and Practice, Nadia Nedjah et al. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3-540-25322-X, Chapter 6, pp. 113- 129, 2005.
Ajith Abraham, Adaptation of Fuzzy Inference System Using Neural Learning, Fuzzy System Engineering: Theory and Practice, Nadia Nedjah et al. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3-540-25322-X, Chapter 3, pp. 53-83, 2005.
Ajith Abraham, Nature and Scope of AI Techniques, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 893-900, 2005.
Ajith Abraham, Artificial Neural Networks, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 901-908, 2005.
Ajith Abraham, Rule Based Expert Systems, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 909-919, 2005.
Ajith Abraham, Evolutionary Computation, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 920-931, 2005.
Ajith Abraham, World Wide Web Usage Mining, Computationally Intelligent Hybrid Systems: The Fusion of Soft Computing and Hard Computing, Seppo Ovaska (Ed.), John Wiley & Sons Inc. and IEEE Press, ISBN 0471476684, Chapter 11, pp. 363 -396, 2004.
Ajith Abraham, Evolutionary Computation in Intelligent Web Management, Evolutionary Computing in Data Mining, Ashish Ghosh and Lakhmi Jain (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3540223703, Chapter 8, pp. 189-210, 2004.
Ajith Abraham, Web Usage Mining: Business Intelligence from Web Logs, Computational Web Intelligence: Intelligent Technology for Web Applications, Yanqing Zhang, Abraham Kandel, T.Y. Lin and Yiji Yao (Eds.), ISBN 9812388273, World Scientific Publishing Co, Singapore, Chapter 12, pp. 229-256, 2004.
Ajith Abraham and Muhammad Riaz Khan, Neuro-Fuzzy Paradigms for Intelligent Energy Management, Innovations in Intelligent Systems: Design, Management and Applications, Abraham A., Jain L. and Jan van der Zwaag B. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 354020265X, Chapter 12, pp. 285-314, 2003.
Ajith Abraham, Intelligent Systems: Architectures and Perspectives, Recent Advances in Intelligent Paradigms and Applications, Abraham A., Jain L. and Kacprzyk J. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3790815381, Chapter 1, pp. 1-35, 2002.
Guest Editing of Special Issues of International Journals
Emilio Corchado, Juan Corchado and Ajith Abraham, Hybrid Intelligence for Bio-Medical Informatics, International Journal of Computational Intelligence in Bioinformatics and Systems Biology (IJCIBSB), Inderscience Publishers, Switzerland, Volume 1, Issue 2, 2008 (Editorial).
Ajith Abraham, Emilio Corchado and Juan Corchado, Hybrid Intelligence in Neurocomputing, Neurocomputing Journal, Elsevier Science, Netherlands, 2008.
Jeng-Shyang Pan and Ajith Abraham, Bio-Inspired Information Hiding, Soft Computing: Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag, Germany, 2008 (Editorial).
Ajith Abraham, Hybrid Soft Computing and Applications, International Journal of Computational Intelligence and Applications, World Scientific Press, Singapore, 2009 (Editorial).
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).
Richard Chbeir, Ajith Abraham and Pit Pichappan, Computational Intelligence in Digital Information Management, International Journal of Innovative Computing and Applications (IJICA), Volume 2, 2008 (Editorial).
Richard Chbeir, Pit Pichappan and Ajith Abraham, Innovations in Information Retrieval and Digital Information Management, Journal of Digital Information Management, , Volume 6, No. 1, pp. 1-2, 2008 (Editorial).
Jeng-Shyang Pan and Ajith Abraham, Information Hiding and Multimedia Signal Processing, Journal of Digital Information Management, , Volume 6, 2008 (Editorial).
Ajith Abraham, Dusan Húsek and Václav Snásel, Hybrid Computational Intelligence and Applications, International Journal on Neural and Mass-Parallel Computing and Information Systems - Neural Network World, Volume 17, No. 6, pp. 505-506, 2007 (Editorial).
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).
Fuchun Sun, Yuehui Chen and Ajith Abraham, Intelligent Control and Robotics, International Journal of Neural, Parallel & Scientific Computations, Volume 15, 2007 (Editorial).
Ajith Abraham, Yukio Ohsawa and Yasuhiko Dote, Web Intelligence and Chance Discovery, Soft Computing: Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag, Germany, Volume 11, Number 8, pp. 695-696, 2007. (Editorial).
Nadia Nedjah, Ajith Abraham and Luiza Mourelle, Hybrid Neurocomputing , International Journal of Neural Computing & Applications, Springer Verlag London Ltd., 2007 (Editorial).
Ajith Abraham, Kate Smith, Ravi Jain and Lakhmi Jain, 'Network and Information Security: A Computational Intelligence Approach', Journal of Network and Computer Applications, Elsevier Science, Netherlands, Volume 30, Issue 1, pp. 1-3, 2007 (Editorial).
Ajith Abraham and Khalid Saeed, Advances in Image Processing, International Journal of Image Processing and Communications, ISSN 1425-140X, Poland, Volume 11, No. 2, 2006. (Editorial)
Nadia Nedjah, Ajith Abraham and Luiza Mourelle, Knowledge Discovery Using Advanced Computational Intelligence Tools, Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co., Singapore, Vol. 5, No. 4, pp. 1-1, 2006 (Editorial).
Ajith Abraham, Sung-bae Cho, Thomas Hite and Sang-Yong Han, Computational Intelligence in Web Services Practices , Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), ISSN: 1343-0130, Fuji Press, Japan, Volume 10, No. 5, pp. 703-704, 2006 (Editorial).
Ajith Abraham, Jen-Yao Chung and Sang-Yong Han, Web Services: Recent Advances and Applications, Journal of Digital Information Management, Volume 4, No. 1, pp. 1-3, 2006 (Editorial].
Ajith Abraham, Sang Yong Han, Antony Satyadas and Witold Abramowicz, Innovations in Web Services Practices , International Journal of Web Services Practices, Vol.1, No.1-2, pp. 1-3, 2005 (Editorial).
Ajith Abraham and Crina Grosan, Soft Computing in Simulation and Modeling