Books
- Innovations in Knowledge Engineering, Advanced Knowledge International, 2003.
- Hybrid Intelligent Engineering Systems, World Scientific Publishing Company, Singapore, 1997.
Special Issue of Journals
- Special Issue on ‘Hybrid Neurocomputing and Applications’, Neurocomputing Journal, Elsevier Science, Netherlands, 2004.
- Special Issue on Hybrid Neural Systems and Applications, Neurocomputing Journal, Elsevier Science, Netherlands, September 2003.
- Special Issue on Fuzzy Sets and Systems, Elsevier Science, Netherlands 2005.
- Special Issue on Hybrid Neural Systems and Applications, Neurocomputing Journal, Elsevier Science, Netherlands, September 2003.
Conference Proceedings
- Proceedings of the Second International Conference on Knowledge-Based Intelligent Engineering Systems, vol. 3, IEEE Press, USA, 1998.
- Proceedings of the Second International Conference on Knowledge-Based Intelligent Engineering Systems, vol. 2, IEEE Press, USA, 1998.
- Proceedings of the Second International Conference on Knowledge-Based Intelligent Engineering Systems, vol. 1, IEEE Press, USA, 1998.
Book Chapter
- A Soft Computing Approach for Modeling Intrusion Detection Systems, accepted for publication in Soft Computing in Knowledge Discovery, 2004.
- Neural Networks paradigms, Soft computing techniques in Knowledge-based intelligent engineering systems, Springer Verlag, Germany, Chapter 2, pp 15-43, 1997.
Refereed Papers
- SCIDS: A Soft Computing Intrusion Detection System, submitted in 6th International Workshop on Distributed Computing, 2004.
- A comparative Study of Fuzzy Classifier Systems on Breast Cancer Data, accepted for publication in Australasian Physical & Engineering Sciences in Medicine, 2004.
- A comparative Study of Fuzzy Classifier Systems, Proceedings of the 7th International Work Conference on Artificial and Natural Neural Networks, 2003.
- A Genetic Algorithm Based Nearest Neighbour Classification to Breast Cancer Diagnosis, Australasian Physical & Engineering Sciences in Medicine, 2003.
- Neural Network Approach for the Classification of Heart Disease Data, Australian Journal of Intelligent Information Processing Systems, 1998.
- Application of Fuzzy Classifier System to Coronary Artery Disease and Breast Cancer, Australasian Physical & Engineering Sciences in Medicine, 1998.
- Classification of Heart Disease Data using the Evolutionary Pre-Processor, Engineering Mathematics and Application Conference, Adelaide, 1998.
- Expert System, Fuzzy Logic and Neural Networks in the Detection of Coronary Artery Disease, Journal of Biomedical Fuzzy and Human Sciences, 1996.
- Use of Multilayer perceptron in the classification of Coronary Artery Disease Data, Fourth International Conference on Control, Automation, Robotics and Vision, 1996.
- Research in Biomedical sciences, Proceedings Electronic Technology Directions to the year 2000, IEEE Computer Society Press, Los Alamitos, USA, 1995.
- A Comparative Study of Artificial Intelligent Techniques in the Detection of Coronary Artery Disease, Proceedings Electronic Technology Directions to the year 2000, IEEE Computer Society Press, Los Alamitos, USA, 1995.
- Neural Networks in Medicine, Artificial Neural Networks and Expert Systems, IEEE Computer Society Press, Los Alamitos, USA, 1993.
- Fault Diagnosis of Electronic Circuits using Neural Networks, Proceedings of Electronics ‘92, Adelaide, 1992.
Research Interest
Machine Learning
AI in Data Science: Using AI techniques to automate data analysis and enhance predictions.
Machine Learning: supervised, unsupervised, reinforcement learning.
Deep Learning: Subset of ML using neural networks for complex tasks like image recognition and natural language processing.
Data Analysis: Extracting meaningful insights from raw data using statistical methods.
Natural Language Processing (NLP): Techniques for understanding and generating human language.