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Dr. M. R. Kaimal

Professor

Dr. Ramachandran Kaimal currently serves as Ph. D. Chairman and Professor at the Department of Computer Science at Amrita School of Engineering, Amritapuri.

Qualification: BSc, MSc, Ph.D
mrkaimal@am.amrita.edu
Research Interest: Artificial Intelligence, Data Compression & Coding Algorithms, Image Processing, Machine Learning Algorithms, Pattern Recognition

Bio

Dr. Ramachandran Kaimal currently serves as Ph. D. Chairman and Professor at the Department of Computer Science at Amrita School of Engineering, Amritapuri.

Dr. Kaimal earned his Ph. D. in 1978 from the Mehta Research Institute, now known as the Harish Chandra Institute in Allahabad under the guidance of (Late) Padmabhushan Prof. P. L. Bhatnagar and Prof. Phoolan Prasad. During the years 1981-1984, he served as Visiting Fellow at the National Institute of Health in Bethesda, Maryland in USA. He was Professor and Head of the Department of Computer Science during the period March 1987 – April 2009. Dr. Kaimal also served as Dean of the Faculty of Applied Sciences at the University of Kerala during the periods 1993-1995 and 2004-2006. In August 2008, he served as Visiting Scientist at the Mobile Intelligent and Autonomous Systems (MIAS) Unit, CSIR in South Africa. He has worked on a major ISRO-funded research project titled Development of Methodologies based on Neuro-Fuzzy and Genetic Algorithms for Modelling and Control of Systems.

Dr. Kaimal has over 30 years of teaching and research experience. In his illustrious career, he has published about 60 papers in top journals including the Journal of Math, Imaging and Vision, Computer Journal, IEEE Signal Proc. Letters, International Journal of Engineering Science, Transactions of ASME, IEEE Transactions, Fuzzy Systems, Sadhana and Foundations of Computer Science.

Dr. Kaimal’s current research focuses on Artificial Intelligence and its applications to Image Processing and Knowledge Discovery. Other areas of interest include Machine Learning Algorithms, Pattern Recognition, Data Compression and Coding Algorithms.

Dr. Kaimal has successfully guided 13 Ph.D.s in Computer Science and 1 Ph.D. in Mathematics. In addition he has overseen the theses work of nearly 40 M.Tech. students and several M.Phil. students.

 

Publications

Conference Paper

Adsvm: Pre-processor plug-in using support vector machine algorithm for snort

Authors : Dr. M. R. Kaimal, Aa George, Poornachandran, Pb

Publisher : ACM International Conference Proceeding Series

Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning

Authors : Dr. M. R. Kaimal, H. Harikumar, Nguyen, T., Rana, S., Gupta, S., Venkatesh, S.

Publisher : International Conference on Advanced Data Mining and Applications

Semantic integration of heterogeneous relational schemas using multiple L1 linear regression and SVD

Authors : Dr. M. R. Kaimal, Dr. Sandhya Harikumar, Reethima, R.

Publisher : International Conference on Data Science and Engineering, ICDSE 2014

SQL-MapReduce hybrid approach towards distributed projected clustering

Authors : Dr. M. R. Kaimal, Dr. Sandhya Harikumar, Shyju, M.

Publisher : International Conference on Data Science and Engineering, ICDSE 2014

A Neural Network Approach to Air Quality Prediction

Authors : Dr. M. R. Kaimal, Sherly, E.

Publisher : Proceedings of the fifth Kerala Science Congress,

Takagi-Sugeno Fuzzy Controller for six dimensional inverted pendulum system

Authors : Dr. M. R. Kaimal, P. P. Mohanlal

Publisher : Inter. Conf. Systemics, Cybernetics and Informatics

Smoothening and Sharpening Effects of Theta in Complex Diffusion for Image Processing

Authors : Dr. M. R. Kaimal, J. Rajan, Kannan, K.

Publisher : Seventh International Conference on Advances in Pattern Recognition,

Computer Aided Assessment of Risk of Stone Formation

Authors : Dr. M. R. Kaimal, Marikkar Y. M. K.,Brinda P., Kulkarni V. P

Publisher : Proceedings of the Ninth Kerala Science Congress

Some remarks on the stability conditions of Takagi-Sugeno Fuzzy Controllers

Authors : Dr. M. R. Kaimal, R. Mathew

Publisher : Proc. of the 8th IASTED International Conference on Intelligent System and Control (ISC-2005)

Gender Identification in Face Images using KPCA

Authors : Dr. M. R. Kaimal, S. Aji, Jayanthi, T

Publisher : Nature Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on

Exact Fuzzy Modeling and Optimal control of a Launch Vehicle in the atmospheric phase

Authors : Dr. M. R. Kaimal, P. P. Mohanlal, Dr. Kaimal, M. R., and Dasgupta, S

Publisher : ICARCV

Automatic Fuzzy Controllers for Gyros.

Authors : Dr. M. R. Kaimal, R. Rajesh

Publisher : National Systems Society Conference

Teaching The design of T-S Fuzzy Controllers for an Under-Graduate Course

Authors : Dr. M. R. Kaimal, R. Rajesh, T. Kumar, S., Suresh, K. K

Publisher : Control, Virtual Instrumentation and Digital Systems, Research in Computing Science

On the Storage Capabilities of Radial Basis Function Neural Networks

Authors : Dr. M. R. Kaimal, M. George

Publisher : Digital Information Management, 2006 1st International Conference on

A Stroke Based Representation of Indian Sign Language Signs Incorporating Global and Local Motion Information

Authors : Dr. Geetha M., Dr. M. R. Kaimal, Aswathi, P. V., and Dr. Kaimal, M. R.

Publisher : Second International Conference on Advanced Computing, Networking and Security

Embedded WDR algorithm with Selective Region Growing for DICOM Images

Authors : Dr. M. R. Kaimal, Bindulal T. S.

Publisher : Proc. of 3rd Workshop on Computer Vision (WCVGIP 2006)

Comparative Analysis of Fourth Order and Complex PDEs for Noise Removal

Authors : Dr. M. R. Kaimal, J. Rajan

Publisher : Proc. International Conference on Systemics, Cybernetics and Informatics (ICSCI)

Conference Proceedings

Extending Full Transitive Closure to Rank Removable Edges in GN Algorithm

Authors : Dr. Jyothisha J. Nair, Dr. M. R. Kaimal, R. G. Gayathri

Publisher : Proceedings of the 6th International Conference on Advances in Computing and Communications

Journal Article

Motion Segmentation Algorithm using Spectral Framework

Authors : Dr. M. R. Kaimal, R. Vrinthavani

Publisher : Defence Science Journal

Semantics-based topic inter-relationship extraction

Authors : Dr. M. R. Kaimal, Remya Rajesh, Joseph, D

Publisher : Journal of Intelligent and Fuzzy Systems

Yaw Estimation using Cylindrical and Ellipsoidal Face Models

Authors : Dr. M. R. Kaimal, Dr. Athinarayanan S., Kamal Bijlani

Publisher : IEEE Transactions on Intelligent Transportation Systems

Efficient attribute selection strategies for association rule mining in high dimensional data

Authors : Dr. M. R. Kaimal, Dr. Sandhya Harikumar, Dilipkumar, D. Usha

Publisher : International Journal of Computational Science and Engineering

Free Convection Flow Past a Vertical Wall,

Authors : Dr. M. R. Kaimal, P. L. Bhatnagar

Publisher : J. Math. Phy. Sci.

A Hydrodynamic Study of the Flow in Renal Tubules

Authors : Dr. M. R. Kaimal, R. Acharya, Chandra, P

Publisher : Bull. Math. Biol.,

Dynamic Optimal Binary Search Tree

Authors : Dr. M. R. Kaimal, A. P. Korah

Publisher : Int. J. Found. Comput. Sci.

Semi-Circular Membership Function for Fuzzy systems

Authors : Dr. M. R. Kaimal, R. Rajesh

Publisher : Journal of Computer Society of India

A fuzzy approach to the 2 × 2 games and an analysis of the game of chicken

Authors : Dr. M. R. Kaimal

Publisher : International Journal of Knowledge-Based and Intelligent Engineering Systems

A Fuzzy Approach to Strategic Games Using Fuzzy Expected Value Models

Authors : Dr. M. R. Kaimal

Publisher : Journal of Computer Society of India

On Selecting Best Replacement Node in Point Quad tree Deletion

Authors : Dr. M. R. Kaimal, Sreekumar, R.

Publisher : SRC-95, Computer Society of India,

An Optimal Rule generation Scheme Using Genetic Algorithms for the Design of a Fuzzy Logic Controller

Authors : Dr. M. R. Kaimal, R. Rajesh, Mohanlal., P. P.

Publisher : Jl of System society of India

Ph. D. Thesis Guided
  1. Studies on Non Linear Dynamics of Certain Reaction Systems: Mathematics – Cochin University of Science & Technology, 1989
  2. Data Structures and Applications: (Computer Science – University of Kerala, 1993
  3. Parallel Computing Methodology for Flight Simulation: Computer Science – University of Kerala, 1994
  4. Artificial Neural Network Approach for the Study of Certain Control System: Computer Science – University of Kerala, 1995
  5. Image Representation Techniques: Computer Science – University Of Kerala, 1999
  6. Self Organizing Maps and Transform Coding Methods for Image Compression: University Of Kerala, 1999
  7. Application of ANN approach to the study of Chaotic Systems. University of Kerala, 2002
  8. A Parallel Processing System for on-line Analysis of AE, 2003
  9. Analysis of Game Theory Models using Fuzzy Approaches and Genetic Algorithms. University of Kerala, 2005
  10. Development of Methodologies for the Design and Analysis Optimal Fuzzy logic Controllers and Models. University of Kerala, 2005
  11. Fuzzy Models and Model Based Control for Non-linear Systems. University of Kerala, 2005
  12. Artificial Neural Networks in Pattern Storage. University of Kerala, 2008
  13. Neuro-Fuzzy Approach for the Analysis of Myocardial Infarction.University of Kerala, 2008
  14. Adaptive Coding Techniques for Efficient Image Processing, 2009

No. of students presently working for Ph.D : 5

M.Phil. / M.Tech. : He also guided more than 40 M. Tech. Dissertation works.

Others
  1. P.P.Mohanlal, M. R. Kaimal, Exact Fuzzy Modelling and Optimal Control of the Inverted Pendulum on Cart,  ICARCV – 2002, Singapore, 2002.
  2. P. P. Mohanlal, S Dasgupta , M. R. Kaimal, Exact Fuzzy Modelling and Optimal Control of a Launch Vehicle in the Atmospheric Phase, International (IEEE) Con. of Control., Las Vegas, 2002.
  3. R. Rajesh, M. R. Kaimal, Fuzzy Logic Controllers with Guaranteed stability: A design using Genetic Algorithm, High Performance Computing HPC Asia 2002 , Bangalore, 2002.
  4. M. R. Kaimal, Liza Jo,  A Progressive Coding Scheme for Efficient Image Compression Using Discrete Cosine Transform, Proceedings of the IEEE Int.Natl.Conf., ADCOM 2000, Cochin, 2000.
  5. R. Rajesh, M. R. Kaimal, Design of an Adaptive Fuzzy Logic Controller Using MATLAB, MATLAB India Millennium Conference, MATH WORKS Inc., Bangalore, Nov 2000.
  6. Liza Jo, M. R. Kaimal, Preserving Visual Quality in Image Compression Using Self- Organizing Maps, Proc. Of Conference on Engineering Application of Neural Networks (EANN – 99), Poland, September 1999.
  7. Liza Jo, M. R. Kaimal, A Self Organizing Neural Network for Second Generation Image Coding, Proceedings of the Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN -99), Turkey, June 1999.
  8. Liza Jo, M. R. Kaimal, Image Compression using Self-Organizing Neural Networks,  Proc. National Seminar on Artificial Neural Networks, and Cognitive Systems, CUSAT, September 1998.
  9. Liza Jo, M. R. Kaimal, Image Compression Using Self-Organizing Neural Networks Modified to Treat Edge Degradation, Proc. Of International Conference on Cognitive Systems, (ICCS -98), December 1998.
  10. M. R. Kaimal, Neuro Fuzzy Systems (in Neuro Fuzzy Control Systems), Narosa Publishing House,    1997.
  11. M. R. Kaimal, Chandra Sekhara Bhat,  Identification and construction of Bifurcation diagram of Logistic Map Using artificial neural networks in Neuro Fuzzy Control Systems, Narosa Publishing House,  1997.
  12. M. R. Kaimal, Chandra Sekhara Bhat, Application of artificial neural network to chaos proceedings of the 4th international conference on AI Bangalore, published by Tata McGraw Hill Ed. M. Vidyasagar, 1996.
  13. Elizabeth Sherly, M. R. Kailmal, An Artificial Neural Network Approach for a Biological Control System, Proceedings of the 4th International Computing Congress, Tata McGraw Hill (Pub), pp 104-110, 1993.
  14. A. P. Korah, M. R. Kaimal, Globally Balancing of Binary Search Tree – A Recursive Algorithm, In: Compute Systems and Applications Recent Trends, Tata McGraw Hill (pub), pp 36-43), 1990.
  15. M.R. Kaimal, J. L. Stephenson, Analysis of p-Aminohippurate Transport in the Kidney, Proceedings of the Federation of American Societies for Experimental Biology, NEW ORLEANS, USA, 1982.
  16. R. Rajesh, M. R. Kaimal, Automatic Fuzzy Controllers for Gyros., National Systems Society Conference, December 2002.
  17. R. Rajesh, P. P. Mohanlal., M. R. Kaimal,  An Optimal Rule generation Scheme Using Genetic Algorithms for the Design of a Fuzzy Logic Controller, Jl of System society of India, 2002.
  18. M. R. Kaimal, Marikkar Y. M. K., Brinda P., Kulkarni V. P., Computer Aided Assessment of Risk of Stone Formation, Proceedings of the Ninth Kerala Science Congress, pp 391 – 394, January 1997.
  19. M. R. Kaimal, R. Sreekumar, On Selecting Best Replacement Node in Point Quad tree Deletion, SRC-95, Computer Society of India, 1995.
  20. M. R. Kaimal, Elizabeth Sherly,  A Neural Network Approach to Air Quality Prediction, Proceedings of the fifth Kerala Science Congress, pp. 413 – 416, 1994.
  21. M. R. Kaimal, A. P. Korah, Non- linear Hashing: A fast accessing method for large dynamic files, Proceedings of the fifth Kerala Science Congress, pp. 456 – 460, 1993.
  22. M. R. Kaimal, A. P. Korah, Optimal Binary Search Tree and its performance under prolonged Random updates, Proceedings of the Third Kerala Science Congress, pp. 386 – 390, 1991.
  23. M. R. Kaimal, Joemon M. Jose, Knowledge Representation: A Fuzzy Approach, 2nd Kerala Science Congress, Trivandrum, February 1990.
  24. M. R. Kaimal, A. P. Korah,  A Dynamic Hashing Scheme Achieving One access Retrieval and Insertion, Proceedings of the Second Kerala Science Congress, 1990.
  25. M. R. Kaimal, Elizabeth Sherly, Dynamics of Glomerular Filtration – A computer aided study, Proceedings of the National Symposium on Computer-oriented Research in Mathematical Science, pp. 27 – 40, 1989.
  26. M. R. Kaimal, Bifurcation Theory: Basic Concepts and some Computational Methods, Presented in the symposium on Bifurcation Theory IMS Conference, December 1985.
  27. M. R. Kaimal, Mathematical Models of the Renal Medulla (invited paper presented at the International Symposium on Mathematical Modelling, KANPUR IIT, August 1985.
  28. M. R. Kaimal, A Mathematical Model of Urea Cycling in the inner Renal Medulla, Presented at IMS Conference, February 1985.
  29. Mercy Mani, M. R. Kaimal, On the Bifurcation solutions of B-Z Reaction Equations, IMS Conference 1985.
  30. M. R. Kaimal, On Peristaltic Pumping, Presented at the Second Annual Conference, Alld Math. Sec., Allahabad, 1978.
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