Publications of Dr. Madhu Chetty

(from 2000 onwards)

 

 

 

B1 Category Book Chapter

 

[1]           Md Tamjidul Hoque, Madhu Chetty, Laurence S. Dooley 2006, Significance of Hybrid Evolutionary Computation for Ab Inito Protein Folding Prediction , Hybrid Evolutionary Algorithms (Volume 1), Springer-Verlag, Berlin in the Studies in Computational Intelligence (SCI) series. [Accepted]

 

 

C1 Category Journal Articles

 

[2]           Ooi, C. H, Chetty, M. R, Teng, S. W, 2006, Differential Prioritization between Relevance and Redundancy in Correlation-based Feature Selection Techniques for Multiclass Gene Expression Data ., On-line Journal of BMC Bioinformatics Vol. 7, Article number 320, ISSN: 1471-2105, [PDF] (Listed in PubMed and archived in PubMed Central)

[3]          

 

[4]          Ooi, C. H, Chetty, M. R, Teng, S. W, Differential Prioritization in Feature Selection and Classifier Aggregation for Multiclass Microarray Datasets,  Journal of Data Mining and Knowledge Discovery. [in press]

 

[5]         Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2006, Fuzzy Measures and Integrals in Profile Hidden Markov Models for Protein Sequence Analysis Journal of intelligent and fuzzy systems, Applications in Engineering and Technology ISSN: 1064-1246. [in press]

 

[6]         Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, Evaluation of Fuzzy Measures in Profile Hidden Markov Models for Protein Sequences, Lecture Notes in Bioinformatics, vol 3745, ed , Springer-Verlag, Berlin Germany, pp. 355-366            

 

[7]         Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, A Fuzzy Viterbi Algorithm for Improved Sequence Alignment and Searching of Proteins, Lecture Notes in Computer Science, vol 3449, ed , Springer-Verlag, Berlin Germany, pp. 11-21             

 

[8]         Hoque, M. T, Chetty, M. R, Dooley, L. S, 2005, Fast Computation of the Fitness Function for Protein Folding Prediction in a 2D Hydrophilic-Hydrophobic Model, International Journal of Simulation: Systems, Science & Technology, vol 6, ed , United Kingdom Simulation Society, UK, pp. 27-37             

 

[9]         Hoque, M. T, Chetty, M. R, Dooley, L. S, 2005, Efficient Computation of Fitness Function by Pruning in Hydrophobic-Hydrophilic Model, Lecture Notes in Bioinformatics, vol 3745, ed , Springer-Verlag, Berlin Germany, pp. 346-354            

 

[10]     Ooi, C. H, Chetty, M. R, 2005, A Comparative Study of Two Novel Predictor Set Scoring Methods, Lecture Notes in Artificial Intelligence, vol 3578, ed , Springer-Verlag, Berlin Germany, pp. 432-439            

 

[11]     Ooi, C. H, Chetty, M. R, 2005, Increasing Classification Accuracy by Combining Adaptive Sampling and Convex Pseudo-Data, Lecture Notes in Artificial Intelligence, vol 3518, ed , Springer-Verlag, Berlin Germany, pp. 578-587            

 

[12]     Ooi, C. H, Chetty, M. R, Teng, S. W, 2005, Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data, Lecture Notes in Bioinformatics, vol 3745, ed , Springer-Verlag, Berlin Germany, pp. 367-378            

 

[13]     Biddargaddi, N., Chetty, M. R, 2003, An Incremental Constructive Layer Algorithm for Controller Design, Frontiers in Artificial Intelligence and Applications: Design and Application of Hyrbrid Intelligent Systems, vol 104, ed , IOS Press, THE NETHERLANDS, pp. 58-65             

 

[14]     Chetty, M. R, Hu, S. T, Bennett, J. A, 2003, An interactive Java-based educational module in electromagnetics, International Journal of Electrical Engineering Education, vol 40, ed , Manchester University Press, Manchester UK, pp. 79-90             

 

[1]         Chetty, M., 2002, A Fuzzy Logic Based Discrete Mode Power System Stabilizer, Asian Journal of Control, vol 4, ed , Chinese Automatic Control Society, CHINA, pp. 327-332            

 

[2]         Chetty, M., 2002, Towards a Hybrid Symbolic/Numeric Computational Approach in Controller Design, Lecture Notes in Computer Science, vol 2385, ed , Springer-Verlag, Heidelberg GERMANY, pp. 12-25             

 

[3]         Chetty, M., Buyya, R., 2002, Weaving Computational Grids: How Analogous Are They with Electrical Grids?, Computing in Science & Engineering, vol 4, ed , American Institute of Physics, USA, pp. 61-71              

 

[4]         Chetty, M., 2000, A Scheme For On-Line Web-Based Assessment, Science & Education Journal (Engineering), vol , ed , IEE, Hertford UK, pp. 27-32             

 

[5]         Chetty, M., Dabke, K. P, 2000, Towards A Web-Based Control Engineering Laboratory, International Journal of Electrical Engineering Education, vol , ed , Manchester University Press, Manchester UK, pp. 38-47             

 

 

E1 Category Conference Papers

 

[6]         Ooi, C. H, Chetty, M. R, Teng, S. W, 2006, Investigating the Class-Specific Relevance of Predictor Sets Obtained from DDP-based Feature Selection Technique,  In: Rajapakse, J.C., and Wong, L. (Eds.), Workshop on Pattern Recognition in Bioinformatics (PRIB`06), LNBI, 2006, Hong Kong,   ©Springer-Verlag, pp.60-70 .

 

[7]          Bidargaddi N.P. , Chetty and Kamruzzaman J.2006, Bayesian Segmentation using Residue Proximity for Secondary Structure and Contact Prediction, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, (CIBCB), , 28-29 Sept , Toronto, Canada, pp. 79-86.

 

[8]         Ramesh Ram, Madhu Chetty and Trevor Dix 2006, Causal Modeling of Gene Regulatory Network, 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, (CIBCB), 28-29 Sept , Toronto, Canada, pp. 132-139.

 

[9]         Md Tamjidul Hoque, Madhu Chetty and Laurence S Dooley 2006,  Non-Isomorphic Coding in Lattice Model and its Impact for Protein Folding Prediction Using Genetic Algorithm, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, (CIBCB), Vancouver, 28-29 Sept , Toronto, Canada, 71-78.

 

[10]     Ooi, C. H, Chetty, M. R, Teng, S. W, 2006, OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets, In: Perner, P. (Ed.), The 6th Industrial Conference on Data Mining (ICDM 2006), LNAI 4065, pp. 10–23, 2006, Germany, © Springer-Verlag .

 

[11]     Ramesh Ram, Madhu Chetty and Trevor I. Dix, 2006, Fuzzy Model for Gene Regulatory Network, IEEE Congress on Computational Intelligence, (WCCI 06), Vancouver Canada, pp. 5599-5604.

 

[12]     Hoque, M. T, Chetty, M. R, Dooley, L. S, 2006, A Guided Genetic Algorithm for Protein Folding Prediction Using 3D Hydrophobic-Hydrophilic Model, IEEE Congress on Computational Intelligence (WCCI 06), Special session of CEC2006 on Bioinformatics Vancouver Canada, pp.8103-8110.

 

[13]     Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, An Architecture Combining Bayesian segmentation and Neural Network Ensembles for Protein Secondary Structure Prediction, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 14/11/05 to 15/11/05, CIBCB 2005, IEEE Service Center, Piscataway NJ USA, pp. 498-505.            

 

[14]     Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, Fuzzy Decoding in Profile Hidden Markov Models For Protein Family Identification, International Conference Advances in Bioinformatics and Its Applications, 16/12/2004 to 19/12/2004, ICBA 2004, World Scientific Publishing Co. Pte. Ltd., Singapore, pp. 119-131            

 

[15]     Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, An Incremental Constructive Layer Neural network Based Power System Stabiliser, 24th IASTED International Conference on Modelling, Identification and Control, 16/02/05 to 18/02/05, MIC 2005, ACTA Press, Anaheim CA USA, pp. 316-321            

 

[16]     Bidargaddi, N., Chetty, M. R, Kamruzzaman, J., 2005, Fuzzy Profile Hidden Markov Models for Protein Sequence Analysis, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 14/11/05 to 15/11/05, CIBCB 2005, IEEE Service Center, Piscataway, pp. 427-434            

 

[17]     Chetty, M. R, 2005, A Frequency Response Based Design of Suboptimal Reduced Order Controller, 24th IASTED International COnference on Modelling, Identification and Control, 16/02/05 to 18/02/05, MIC 2005, ACTA Press, Anaheim CA USA, pp. 52-57             

 

[18]     Hoque, M. T, Chetty, M. R, Dooley, L. S, 2005, A New Guided Genetic Algorithm for 2D Hydrophobic-Hydrophilic Model to Predict, The 2005 IEEE Congress on Evolutionary Computation, 02/09/05 to 05/09/05, IEEE CEC 2005, IEEE Service Center, Piscataway NJ, pp. 259-266            

 

[19]     Hoque, M. T, Chetty, M. R, Dooley, L. S, 2005, Partially Computed Fitness Function Based Genetic Alorithm for Hydrophobic-Hydrophilic Model, Fourth International Conference on Hybrid Intelligent Systems, 05/12/04 to 08/12/04, Fourth International Conference on Hybrid Intelligent Systems, IEEE Computer Society, Los Alamitos CA, pp. 291-296            

 

[20]     Ooi, C. H, Chetty, M. R, Gondal, I., 2005, The Role of Feature Redundancy in Tumor Classification, Proceedings of the International Conference Advances in Bioinformatics and its Applications, 16/12/04 to 19/12/04, International Conference Advances in Bioinformatics and its Applications, World Scientific Publishing Co. Pte. Ltd., Singapore, pp. 197-208            

 

[21]     Ooi, C. H, Chetty, M. R, Teng, S. W, 2005, Modeling Microarray Datasets for Efficient Feature Selection, Proceedings 4th Australasian Data Mining Conference, 05/12/06 to 06/12/05, Australasian Data Mining Conference 2005, University of Technology, Sydney NSW Australia, pp. 115-131            

 

[22]     Biddargaddi, N., Chetty, M. R, 2003, Investigating Circular Kohonen Layer for Control Application, The Second International Conference on Computational Intelligence, Robotics and Autonomous Systems, 15/12/03 - 18/12/03, Second International Conference on Computational Intelligence, Robotics and Autonomous Systems, Centre for Intelligent Control, National University of Singapore, SINGAPORE, pp. 1-6              

 

[23]     Chetty, M., Dabke, K. P, Nath, B., 2000, Use of Symbolic Algebra Toolbox in System Simulation and Control, Matlab User Conference, Melbourne VIC Australia, 9 - 10 November 2000, Ceanet Pty Ltd, www.ceanet.com.au

 

[24]     M. Chetty and D. Novak, ‘Application of MATLAB for studying potential distribution problems in electrostatics, Australian MATLAB users conference, Melbourne, November 2000.

 

1999 publications

 

[25]     M. Chetty and K.P. Dabke, ‘New approaches to system and control teaching’, Proceedings of Pacific Region Conference on Electrical Engineering Education, Melbourne, June1999, pp. 46-51.

 

[26]     M. Chetty, ‘Effects of amortisseur winding parameters on subsynchronous resonance stability zones in series compensated power system, proceedings of the Australian Universities Power Engineering Conference and IE Aust Electric Energy Conference (AUPEC/EECON’99), Darwin, September 1999, pp. 332-337.

 

[27]     M. Chetty, ‘Symbolic algebra systems: A new way of thinking in system analysis and control’, proceedings of the Australian Universities Power Engineering Conference and IEAust Electric Energy Conference (AUPEC/EECON’99), Darwin, September 1999, pp. 41-46.

 

[28]     M. Chetty, ‘Subsynchronous Resonance Phenomena in series compensated power system’, Proceedings of the International Power and Energy Conference (INT-PEC’99), Melbourne, December 1999.

 

[29]     M. Chetty and K.P Dabke, ‘Symbolic computations: An overview and application to controller design’, Proceedings of IEEE sponsored international conference on Information, Decision and Control, Adelaide, 8th-10th February 1999, pp.451-456.