Dr. R. Malmathanraj

Email

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Qualification

EXAM. PASSED

 

NAME OF UNIV./ BOARD

YEAR OF PASSING

DIVISION

SPECIALISATIONS

H.S.C.

Board Of Sec. Education, Tamilnadu

1997

First Class with Distinction

Mathematics

 

B.E.

M.S. University, Tamilnadu

2001

First Class

Electronics and Communication Engg.

M.E.

M.K. University,

Tamilnadu

2002

First Class with Distinction

Communication Systems

M.Tech. Dissertation:

 

Ph.D.

Anna University, Tamilnadu

2011

Awarded

Faculty of Information and Communication.         

Title and information of Ph.D.: Study and Analysis on Reinforcement Learning and Biologically Inspired Algorithms for Interceptor Allocation.Under the Guide Dr. S. Thamarai Selvi, Information Technology Department, Madras Institute of Technology, Anna University TamilNadu, India.

Experience

  • From 14/10/04 to  30/11/05 as a Project Associate at Department of Information Technology , Madras Institute of Technology, Anna University.
  • From 16/03/06 to 07/05/07 as a lecturer in Department of ECE at Dr.Sivanthi Aditanar College of Engineering, Tiruchendur.
  • From 07/06/07 to till date as a Lecturer, Assistant Professor at Department of ECE National Institute of Technology, Trichy.

GUIDING Ph.D. STUDENTS

Three Full Time students and one part time student have registered for their Ph.D. work and are working in the field of image processing.

  1. S. Sivaraj (Part time)
  2. G. Yogeswararao (Full time)
  3. Phate Vikas Ravindra (QIP polytechnic)
  4. B.Nageswararao Naik (Full time)

Professional Interests

  • Reinforcement learning

  • Medical Image processing

PUBLICATIONS

LIST OF INTERNATIONAL JOURNALS

  1. S. T. Selvi and R. Malmathanraj, “Solving Battle Management Command Control and Communication problem using Modified BIONET’, Defence Science Journal, vol. 56, no. 4, pp. 627-636, Oct. 2006. SCI E
  2. S. T. Selvi and R. Malmathanraj, “Missile Defense and Interceptor allocation by LVQ-RBF Multi-agent Hybrid architecture”, Defence Science Journal, vol. 57, no. 2, pp. 173-183, Mar. 2007.  SCI E
  3. S. T. Selvi and R. Malmathanraj, “Mammogram tumor classification using Q learning”, Int. J. Biomedical Engineering and Technology, Inderscience Publishers Switzerland vol. 7, no. 4, pp. 339-352, 2011. SCOPUS
  1. T. Selvi and R. Malmathanraj, “Mammogram Classification Using Support Vector Machines”, International Journal of Soft Computing 3 (3), pp. 212-219, 2008.
  1. S. T. Selvi and R. Malmathanraj, “Synchronous Quadri Phase Shift Keying”, Asian Journal of Information Technology 7 (1), pp. 12-14, 2008.
  2. R. Malmathanraj, S. T. Selvi, “Prediction of Aerodynamic Characteristics Using Neural Networks”,  Asian Journal of Information Technology 7 (1), pp. 19-26, 2008.
  3. R. Malmathanraj, S. T.Selvi, “Artificial Neural Network application in Parameter Optimization of Rectangular Microstrip Patch Antenna”, UbiCC Journal, vol. 3, no. 2, Volume 3 No. 2, Apr. 2008.
  4. R. Malmathanraj, S. T. Selvi and S. Mathanraj, “Solving Missile Defense and Interceptor allocation problem using Reinforcement learning and optimization techniques”, International Journal of Recent Trends in Engineering, vol. 2, no. 3, pp. 117-119, Nov. 2009.
  1. R. Malmathanraj and T. Francis Tyson, “Characteristic Prediction of Wind Tunnel Tests using Learning from Examples”, International Journal of Computer Applications

            © 2011 by IJCA Journal Volume 35 - Number 6 Year of Publication: 2011

  1. Thavasi Raja, R. Malmathanraj and M. Arun, Document Clustering using Learning from Examples, International Journal of Computer Applications, IJCA Journal,Volume 39 - Number 12, 2012.
  2. Thavasi Raja, P. Krishna Chaitanya, R. Malmathanraj, Performance Analysis of Independent Component Analysis Algorithms for Multi-user Detection of DS-CDMA, International Journal of Computer Applications, IJCA Journal, Volume 39 - Number 11 , 2012.
  3. Sriramkumar, R. Malmathanraj, R. Mohan and S. Umamaheswari, “Mammogram tumour classification using modified segmentation techniques”, Int. J. Biomedical Engineering and Technology, Vol. 13, No. 3, 2013 (Scopus).
  4. Utkarsh Gautam, and Malmathanraj Ramanathan, “Simulation for Path Planning of SLOCUM Glider in Near-bottom Ocean Currents Using Heuristic Algorithms and Q-Learning”, Defence Science Journal, Vol. 65, No. 3, May 2015, pp. 220-225, DOI : 10.14429/dsj.65.7855 (SCIE)
  5. Sundaram, J. Abitha, R. Malmathanraj, K. Ramar, “Wood species classification based on local edge distributions”, Journal of Optik (2015), http://dx.doi.org/10.1016/j.ijleo.2015.07.044 (SCI)
  6. Asutosh Mohapatra, S. Shanmugasundaram, R. Malmathanraj, “Grading of ripening stages of red banana using dielectric properties changes and image processing approach”, Computers and Electronics in Agriculture, 143 (2017) 100–110. (SCIE)
  7. Sivaraj, R. Malmathanraj, P. Palanisamy, “Detecting anomalous growth of skin lesions using threshold based segmentation algorithm and fuzzy k-neighborhood classifier”, Journal of cancer research and therapeutics, in print 2019. (SCIE)
  8. Vikas R. Phate, R. Malmathanraj, P. Palanisamy, “Classification and weighing of sweet lime (Citrus limetta) for packaging using computer vision system”, Journal of Food Measurement and Charecterization, Springer, Impact Factor (1.181), accepted Jan 2019. (SCIE)

LIST OF INTERNATIONAL CONFERENCES

  1. S. T.Selvi and R. Malmathanraj, “Missile Defense and Interceptor allocation by Modified BIONET”, The 9th International Conference on Engineering Applications of Neural Networks EANN2005 Lille, France, Aug. 2005.
  2. S. T. Selvi and R. Malmathanraj, “Segmentation and SVM classification of Mammograms”, IEEE sponsored ICIT Conference, Mumbai,  Dec. 2006.
  3. A. Beno, R. Malmathanraj, S. T. Selvi and R. Yadava, “Artificial Neural Network Application in Parameter Optimisation of Rectangular Microstrip Patch Antenna”, Proceedings of the international conference on ADvances in Electronics and Communications (icon ADELCO 2007) National Engineering College, Kovilpatti, Tamilnadu, India, pp. 587-596, Feb. 2007.
  4. P. D. Manuel, A. Barr , R. Malmathanraj , S. T. Selvi and E. Mahendran, “Knowledge Discovery from Text Documents Using Neural Network Based On Abstract Maps”, International Conference on Mathematics and Computer Science, Loyola College, Chennai, India, pp. 694-700, Mar. 2007.
  5. S. T. Selvi and R. Malmathanraj, “Solving BMC3 problem using biologically inspired algorithms”, Proceedings of the International Conference on Mathematical and Computational Models (ICMCM,2009), PSG College of Technology, Coimbatore 641004, pp. 312-320, Dec. 2009.
  6. K. Arunkumar, R. Aswath,  D. Sriramkumar and R. Malmathanraj, “Optimisation of multi slotted Rectangular Microstrip Patch antenna using ANN and Bacterial Foraging Optimisation”, Asia Pacific International Symposium on Electromagnetic Compatibility, pp. 449-452, Apr. 2010.
  7. I. Balakrishna, R. Malmathanraj, S. Raghavan, “CPW fed Rectangular Slot antenna for wide band applications”, International conference on Digital Convergence, pp. 109-112, Jan. 2011.
  8. R. Malmathanraj, A. N. Raghavan, V. Srivas and R. G. Rangarajan, “Mammogram tumor classification using Q learning based thresholding”, BEATS 2010, NIT JALANDHAR (selected for presentation)
  9. S. T. Selvi and R. Malmathanraj, “An agent based approach to Human resource Management”, National workshops on ROAD TO Ph.D (NWRP’03) and MACHINE INTELLIGENCE USING SOFT COMPUTING on RMK Engineering College, Aug. 2003.(Abstracts of Proceedings)
  10. R. Malmathanraj, S. T. Selvi and E. Mahendran , “Prediction of Aerodynamic Characteristics using Neural Network”, First National Conference on Advanced Computing , Madras Institute of Technology, pp. 198-208, Feb. 2006.
  11. R. Malmathanraj, S. T. Selvi and J. Ganesh, “Agent based management by exception using modified fuzzy q learning”, First Indian Conference on Computational Intelligence & Information Security (ICCIIS ) Thiagarajar College of Engineering, pp. 109-114, Jan. 2007.
  12. R. Malmathanraj and S. T. Selvi, “Brain MRI Image Analysis using Hurst parametric features and SVM”, Proceedings of the 5th National Conference on Advanced Image Processing and Networking (NACIPAN’09), pp. 121-139, Mar. 2009.
  13. R. Malmathanraj and S. T. Selvi, “Mammogram Classification using Primitive Texture Spectrum and Support Vector”, Proceedings of the 5th National Conference on Advanced Image Processing and Networking (NACIPAN’09), pp. 140-154, Mar.2009.
  14. D. Sriramkumar, R. Malmathanraj, V. Arunkumar, “An analysis of target tracking methods for phased array antenna”, National Conference on recent trends and research issues in antennas, vol. 1, pp. 1-20, Feb. 2010
  15. Vikas R. Phate, R. Malmathanraj, P. Palanisamy, “Mathematical modeling for weight estimation of sweet lime fruit”, International conference on analysis and applied mathematics, vol. 1, pp. 52-57, July 2018.
  16. V. Ramalakshmi, R. Malmathanraj, “Detection, counting and classification of several distinct fruits”, International conference on analysis and applied mathematics, vol. 1, pp. 45-51, July 2018.
  17. V. Ramalakshmi, R. Malmathanraj, “Circular shaped fruits detection and counting using FNCC and image processing techniques”, International conference on analysis and applied mathematics, vol. 1, pp. 58-63, July 2018.
  18. Vikas R. Phate, R. Malmathanraj, P. Palanisamy, “A noval approach for sweet lime volume estimation using dimensional analysis and artificial neural network”, International conference on recent advances in food processing technology, IIFPT, Thanjavur, 17-19,Aug. 2018.
  19. G. Yogeswararao, R. Malmathanraj, P. Palanisamy, “Grading of pomegranate and mango fruits using texture and color gradient features with kernel SVM classifier”, International conference on recent advances in food processing technology, IIFPT, Thanjavur, 17-19,Aug. 2018.

REFRESHER/ORIENTATION/SHORT TERM COURSES ATTENDED/ SEMINARS/ CONFERENCES/ WORKSHOPS ATTENDED

  1. Assisted in coordinating Ph.D compulsory course work EE 801 and assisted in scrutinizing and admission of Ph.D/M.S Scholars ,
  2. Member of Board of Studies for Electronics and Communication Engg Department, NIT,Trichy-15 .
  3. Project Evaluation committee member for M.Tech 2 times and Project Evaluation committee member for B.Tech 2 terms .
  4. Participated in one day workshop on “FABRICATION OF FLEXIBLE MICROWAVE-FREQUENCY CIRCUITS AND ANTENNAS AND THEIR APPLICATIONS” held on 2nd September 2006, at the Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, Tamil Nadu
  5. Participated in Two day workshop on “SPECIAL TOPICS IN MICROWAVES” under TEQIP Networking, during 18-19 December, 2007, at the Department of Electronics and Communication Engineering, NIT Tiruchirapalli, Tamil Nadu  
  6. Attended Pre-conference tutorial on “SCILAB” held on 27th December 2007, by Dr. Parthasarathy, Algologic Research & Solutions, Secundarabad, India at the Department of Instrumentation and Control Engineering, NIT Tiruchirapalli, Tamil Nadu  
  7. Participated in One day workshop on “BIOLOGICALLY INSPIRED ALGORITHMS FOR DIGITAL SIGNAL PROCESSING APPLICATIONS” under TEQIP, on 17th  April, 2008, at the Department of Electronics and Communication Engineering, NIT Tiruchirapalli, Tamil Nadu  
  8. Attended the One Day Training Programme on “COMPUTER NETWORKING-HARDWARE AND SOFTWARE” held on 19th  February 2009, by M/s. SANAT Technologies, Chennai, at  NIT Tiruchirapalli, Tamil Nadu  
  9. Attended the Two Day Training Programme on “PRACTICAL ASPECTS OF COMPUTER NETWORKING” held on 12th  and 13th March 2009, by M/s. EXTREME NETWORKS, Chennai, at  NIT Tiruchirapalli, Tamil Nadu  
  10. Participated in One day National Workshop on “PATENT INFORMATION” held on 29th April 2009, at  Bharathidasan University, Tiruchirapalli, Tamil Nadu  
  11. Attended the One-day Workshop on “POWER ELECTRONIC SIMULATION-SEQUEL” organized by the Department of Electrical and Electronics Engineering, National Institute of Technology, Tiruchirapalli, Tamil Nadu-620 015 under the aegis of National Mission on Power Electronics Technology (NaMPET) on 4th May 2009. 
  12. Participated in the MHRD-AICTE sponsored staff development programme on “ENGINEERING PARTICLES ON FUZZY LOGIC, NEURAL NETWORKS AND HYBRID INTELLIGENT SYSTEMS” organized by the Department of Mathematics and Electrical and Electronics Engineering, National Institute of Technology, Tiruchirapalli, Tamil Nadu-620 015 from 15th to 27th  June 2009. 
  13. Participated in the MHRD-AICTE sponsored faculty development programme on “RECENT TRENDS IN MICROWAVE INTEGRATED CIRCUITS” organized by the Department of  Electronics and Communication Engineering, National Institute of Technology, Tiruchirapalli, Tamil Nadu-620 015 from 13th to 17th  July 2010. 
  14. Participated in the “TWO-DAY WORKSHOP ON PID CONTROLLER” organized by Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, during 17th and 18th September 2010.
  15. Membership in Professional body of ISTE.

PROJECTS GUIDED

Under Graduate

  • Steganalysis of LSB encoding in Digital images using GLCM and Neural networks. May 2010

  • Multilevel image thresholding using reinforcement learning. May 2010.

  • Mammogram classification using a novel segmentation technique. May 2012.

  • Elastic shape texture matching for Face recognition. May 2014.

  • Estimation of Economic entities using auto regressive modeling and exponential smoothing. May 2014.

  • Data transmission and receiving through Visible light communication. May 2014.

  • Fingerprint recognition using NRLBP and modified Biohashing. May 2014.

  • Deblurring using blind deconvolution Algorithm. May 2015.
  • Micro chip design optimization using Genetic Algorithms. May 2015.

Post Graduate 

  • Estimation of Mixing matrix for ICA using biologically inspired algorithms. May 2010.

  • A Distributed E-healthcare system for patient monitoring and Diagnosis, December 2011.

  • Genetic Algorithm based Patient scheduler. May 2012.

  • Reinforcement framework for medical image segmentation. May 2013.

Contact Address

R. Malmathanraj
Assistant Professor,
Electronics and Communication Engineering,
NIT Tiruchirappalli -620015

Phone: 7639972187