Dr. I. Laurence Aroquiaraj

ASSOCIATE PROFESSOR
Department of Computer Science
Email :laurencecs@periyaruniversity.ac.in
Education
Course Institution
M.SC Kanchi Mamunivar Centre for Post Graduate Studies ( 2002 )
M.PHIL. Manonmanium Sundaranar University ( 2004 )
M.C.A. Periyar University Institute of Distance Education ( 2009 )
PH.D. Periyar University ( 2014 )
Professional Experience
Field Company / Institution Designation
Teaching Dr. Pauls Engineering College Lecturer ( 2003 - 2005 )
Teaching St. Joseph College of Arts and Science Lecturer ( 2005 - 2006 )
Teaching Periyar University Lecturer ( 2006 - 2010 )
Teaching Periyar University Assistant Professor ( 2010 - 2019 )
Industry World Net Technology Programmer, Tester ( 1998 - 2000 )
Specializations
Medical Image Processing
Pattern Recognition
Networking Technologies
Big Data Analytics
Awards
S.No Award Title Date of Award Level Sponsor Sponsor Address
112004-06-01NationalUGCUGC, Delhi
Total No. of Ph.D’s. and M.Phil’s. Produced
Degree Awarded Submited On-roll
M.Phil 11 0 0
Ph.D 11 0 0
Research Project
S.No Title Status Funding Agency
1Early Detection of Breast Cancer from Ma UGC
Publications

  1. R. Manavalan , K.Thangavel , I. Laurence Aroquiaraj, Removal of Speckle Noise from Ultrasound Medical Image based on Special Filters: Comparative Study, ) International Congress for Global Science and Technology - International Journal of Graphics, Vision and Image Processing, 9(3), 25-32, 2009, ICGST-GVIP(2.0000)

  2. I. Laurence Aroquiaraj, K.Thangavel , R. Manavalan, Comparative Analysis of Speckle Filtering Techniques, International Journal of Recent Trends in Engineering, 2(2), 120-123, 2009, Academy Publisher(0.5000)

  3. I. Laurence Aroquiaraj, K.Thangavel , -, Impulse Noise Removal from Mammogram Images using Combiner Approach, International Journal of Global Research in Computer Science, 1(2), 22-27, 2010, IJGRCS(0.5000)

  4. I. Laurence Aroquiaraj, K.Thangavel , -, Feature Extraction Analysis using Mammogram Images: A New Approach, Journal of Computer Science and Applications (JCSA), RIP Journal on Image and Video Processing, 3(1), 33-44, 2011, International Research Publication House

  5. I. Laurence Aroquiaraj, K.Thangavel , -, Mammogram Image Segmentation Using Fuzzy Entropy, International Conference on Advanced Computer Technology (ICACT 2011), 0(0), 0-0, 2011, by J.K.K.Nattraja College of Engineering and Technology, Kumarapalayam

  6. I. Laurence Aroquiaraj, K.Thangavel , -, Mammogram Image Segmentation Using Auto Adaptive Fuzzy Index Measure, ICTACT Journal on Image and Video Processing, 2(1), 274-278, 2011, An International Publication of ICT Academy of Tamil Nadu

  7. I. Laurence Aroquiaraj, K.Thangavel , -, Mammogram Image Segmentation using Weighted Fuzzy Entropy, 2nd International Conference on Simulation, Modeling and Analysis (COSMA 2011), 0(0), 0-0, 2011, AMRITA School of Engineering, Coimbatore

  8. R. Poongothai, I. Laurence Aroquiaraj, D. Kalaivani, A Novel Pectoral Removal Approach in Digital Mammogram Segmentation and USRR Feature Selection, International Journal of Engineering Research and Applications , 2(4), 1847-1851, 2012, IJERA(0.5000)

  9. I. Laurence Aroquiaraj, K.Thangavel , -, Unsupervised Feature Selection in Digital Mammogram Using Tolerance Rough Set based Quick Reduct, International Conference on Computational Intelligence and Communication Networks , 0(0), 0-0, 2012, GLA University, Mathura, IEEE Xplore

  10. I. Laurence Aroquiaraj, K.Thangavel , -, Mammogram Image Feature Selection using Unsupervised Tolerance Rough Set Relative Reduct Algorithm, International Conference on Pattern Recognition, Informatics and Mobile Engineering , 0(0), 0-0, 2013, Department of Computer Science, Periyar University, Salem. (IEEE Xplore)

  11. T. Dharani, I. Laurence Aroquiaraj, -, A Survey on Content Based Image Retrieval, Proceedings on International Conference on Pattern Recognition, Informatics and Mobile Engineering, 0(0), 0-0, 2013, Department of Computer Science, Periyar University, Salem. (IEEE Xplore)

  12. I. Laurence Aroquiaraj, K.Thangavel , -, Mammogram Edge Detection Using Hybrid Soft Computing Methods, International Journal of Scientific & Engineering Research , 4(6), 550-557, 2013, IJSER(1.7500)

  13. T. Dharani, I. Laurence Aroquiaraj, -, Content Based Image Retrieval System Using Feature Classification with modified KNN algorithm, International Journal of Computer Trends and Technology, 4(7), 2008-2013, 2013, IJCTT(0.5000)

  14. I. Laurence Aroquiaraj, K.Thangavel , -, Pectoral Muscles Suppression in Digital Mammograms using Hybridization of Soft Computing Methods, International Journal of Computer Science and Engineering, 7(2), 938-945, 2013, World Academy of Science, Engineering and Technology(1.2500)

  15. I. Laurence Aroquiaraj, K.Thangavel , -, Mass Classification Method in Mammogram Using Fuzzy K-Nearest Neighbour Equality, International Journal of Emerging Technologies in Computational and Applied Sciences, 8(1), 118-122, 2014, IJETCAS(0.7500)

  16. K. Kokila, I. Laurence Aroquiaraj, -, Ear Biometrics For Automatic Index Segmentation Using Canny Edge Detection, International Journal of Computational Intelligence and Informatics, 4(3), 190-198, 2014, IJCII

  17. K. Mohan, I. Laurence Aroquiaraj, -, Comparative Analysis of Spatial Filtering Techniques in Ultrasound Images, International Journal of Computational Intelligence and Informatics, 4(3), 207-213, 2014, IJCII

  18. B. Saranya, I. Laurence Aroquiaraj, -, Performance Analysis For Blood Vessel Segmentation In Hypertensive Retinopathy, International Journal of Computational Intelligence and Informatics, 5(2), 173-180, 2015, IJCII

  19. K. Veeramani, I. Laurence Aroquiaraj, -, FP-AODV Packet Forwarding in Mobile Adhoc Network, International Journal of Computational Intelligence and Informatics, 5(2), 137-143, 2015, IJCII

  20. S. Sivakalai, I. Laurence Aroquiaraj, -, Fuzzy-Rough Multi Thresholding Segmentation Using Renal Caliculi Images , Indian Journal of Engineering, 12(30), 345-349, 2015, Indian Journal of Engineering

  21. M. Gnanashanmugam, I. Laurence Aroquiaraj, -, Fingerprint Image Enhancement and Minutiae Extraction Using Fuzzy Approach, Indian Journal of Engineering, 12(30), 229-237, 2015, Indian Journal of Engineering

  22. I. Laurence Aroquiaraj, H. Hannah Inbarani, -, Mass Classification Method in Mammogram Using Fuzzy Swarm Nearest Prototype, Open Journal of Engineering Research and Technology, 1(1), 1-13, 2016, Open Journal of Engineering Research and Technology

  23. M. Ashok Kumar, I. Laurence Aroquiaraj, P. Surya , Big Data Analytics in Healthcare: Challenges, Tools, and Techniques: A Survey, International Journal of Advanced Research in Biology Engineering Science and Technology , 2(10), 798-808, 2016, IJARBEST

  24. M. Ashok Kumar, I. Laurence Aroquiaraj, P. Surya , Survey on Big Data: Issues, Challenges, Tools, International Journal of Advanced Research in Biology Engineering Science and Technology, 2(10), 839-848, 2016, IJARBEST

  25. P. Surya, I. Laurence Aroquiaraj, M. Ashok Kumar, The Role of Big Data Analytics in Agriculture Sector: A Survey, International Journal of Advanced Research in Biology Engineering Science and Technology , 2(10), 830-838, 2016, IJARBEST

  26. T. Dharani, I. Laurence Aroquiaraj, -, An Appraisal of Content Based Image Retrieval by Means of Unlabelled Images, International Journal of Advanced Research in Biology Engineering Science and Technology , 2(10), 919-928, 2016, IJARBEST

  27. V. Mageshwari, I. Laurence Aroquiaraj, -, A Competent Segmentation of Volcanic Eruption Flow through Volcano Using Fuzzy C-Means and Texture Segmentation Filter, International Journal of Advanced Research in Biology Engineering Science and Technology, 2(10), 929-936, 2016, IJARBEST

  28. G. Kavitha, I. Laurence Aroquiaraj, -, A Prime Survey on Face Recognition System, International Journal of Advanced Research in Biology Engineering Science and Technology, 2(10), 954-962, 2016, IJARBEST

  29. V. Mageshwari, I. Laurence Aroquiaraj, T. Dharani, A Resourceful Comparison of First Order Edge Detections Using Grayscale Intensities, Imperial Journal of Interdisciplinary Research , 2(5), 146-150, 2016, IJIR(3.7000)

  30. T. Dharani, I. Laurence Aroquiaraj, V. Mageshwari, Comparative Analysis of Edge Detection Algorithms Based on Content Based Image Retrieval with Heterogeneous Images, International Journal of Computational Intelligence and Informatics, 5(4), 374-381, 2016, IJCII

  31. M. Priyadharshini, I. Laurence Aroquiaraj, -, Image Processing Techniques Using Synthetic Aperture Radar (SAR) Images, 3rd International Conference on Recent Innovation in Engineering, 0(0), 0-0, 2016, ICRIE’16

  32. K. Priya, I. Laurence Aroquiaraj, -, Data Mining Algorithm and Its Application in Healthcare big data: A Survey, 3rd International Conference on Recent Innovation in Engineering , 0(0), 0-0, 2016, ICRIE’16

  33. K. Satheesh, I. Laurence Aroquiaraj, -, A Traffic Intelligent System Supervision Approaches and Research Challenges Based on VANET, 3rd International Conference on Recent Innovation in Engineering, 0(0), 0-0, 2016, ICRIE’16

  34. G. Madhu Bala, I. Laurence Aroquiaraj, -, Predicting Lung Cancer Using Image Processing Techniques : A Survey, 3rd International Conference on Recent Innovation in Engineering, 0(0), 0-0, 2016, ICRIE’16

  35. V. Mageshwari, I. Laurence Aroquiaraj, T. Dharani, A Proficient Segmentation of Remote Sensing Images using Modified Kernel Fuzzy C-Means Algorithm, International Journal of Computational Intelligence and Informatics, 6(1), 82-87, 2016, IJCII

  36. C. Nandini, I. Laurence Aroquiaraj, -, A Survey on Protein Sequence Classification with Data Mining Techniques, International Journal of Science and Engineering Research , 7(7), 1442-1449, 2016, IJSER(3.8000)

  37. V. Mageshwari, I. Laurence Aroquiaraj, T. Dharani, A Realistic Medical Image Segmentation of Abnormal HIV in Blood Cells Using Morphological Operations, International Conference on Inventive Computation Technologies, 0(0), 0-0, 2016, ICICT - 2016

  38. T. Dharani, I. Laurence Aroquiaraj, V. Mageshwari, Diverse Image Investigation using Image Metrics for Content Based Image Retrieval System, International Conference on Inventive Computation Technologies, 0(0), 0-0, 2016, ICICT- 2016

  39. R. Krishnamoorthy, I. Laurence Aroquiaraj, -, A Comparative Study of Clustering Algorithm For Lung Cancer Data, International Journal of Science and Engineering Research, 7(9), 1022-1029, 2016, IJSER(3.8000)

  40. V. Mageshwari, I. Laurence Aroquiaraj, T. Dharani, Big Data in Health Care Revolution – A Survey, International Research Journal of Engineering and Technology , 3(9), 1189-1195, 2016, IRJET(4.4500)

  41. G. Madhu Bala, I. Laurence Aroquiaraj, -, Lung Cancer Image Segmentation and Classification using Soft Computing Techniques, International Journal of Computational Intelligence and Informatics, 6(2), 117-123, 2016, IJCII

  42. G. Kavitha, I. Laurence Aroquiaraj, -, A Survey of Cybercrime Face Recognition System, IEEE Sponsored International Conference on Engineering and Technology (ICET) , 0(0), 0-0, 2016, Department of Electronics and Communication Engineering, Karpagam College of Engineering, and IEEE Xplore

  43. R. Gayathri, I. Laurence Aroquiaraj, -, Performance Analysis of Data Mining Techniques to Predict In Chronic Kidney Disease (CKD), 4th International Conference on Engineering Technology and Science, 0(0), 0-0, 2017, the Muthayammal Engineering Institutions, Rasipuram, Namakkal Dt., Tamilnadu

  44. C. Murugesan , I. Laurence Aroquiaraj, -, Performance Analysis of Various Classifications Using Soft Computing Techniques Diabetic Data Set, International Conference on Applied Science and Technology, (ICAST-2017) , 0(0), 0-0, 2017, by the Mahendra College of Engineering, Namakkal Dt., Mallasamudram, Tamilnadu

  45. T. Dharani, I. Laurence Aroquiaraj, -, Pattern Based Image Retrieval System built with Object Tracking and Segmentation Concepts, International journal of computer & mathematical science, 6(9), 312-319, 2017, IJCMS(4.6550)

  46. V. Mageshwari, I. Laurence Aroquiaraj, -, Social Media Mining for Analyzing HIV/AIDS – A Preliminary Study, International Journal of Innovations and Advancement in Computer Science (IJIACS), 6(9), 443-449, 2017, Academic Science(2.6500)

  47. T. Dharani, I. Laurence Aroquiaraj, -, An Essential Image Augmentation Processes for Pattern Based Image Retrieval System, Journal of Information Systems & eBusiness Network, 0(0), 30-36, 2017, Elsevier’s SSRN eLibrary

  48. M. Ashok Kumar, I. Laurence Aroquiaraj, -, A Predictive Method of Diabetes Mellitus in Big Data: A Survey, DST-SERB Sponsored International Conference on Innovations in Science, Engineering, Technology for Sustainable Development (ISETSD– 2018), 0(0), 0-0, 2018, Muthayammal Engineering College, Rasipuram

  49. S. Angelin Sophy, I. Laurence Aroquiaraj, -, An Analysis of QOS – Oriented Distributed Routing Protocol for Hybrid Wireless Network, DST-SERB Sponsored International Conference on Innovations in Science, Engineering, Technology for Sustainable Development (ISETSD– 2018) , 0(0), 0-0, 2018, Muthayammal Engineering College, Rasipuram

  50. S. Angelin Sophy, I. Laurence Aroquiaraj, -, An Approach for Intelligent Accident Identification System, International Journal of Advanced Engineering and Recent Technology, 31(1), 1-7, 2018, International Journal of Advanced Engineering and Recent Technology

  51. S. Angelin Sophy, I. Laurence Aroquiaraj, -, An Approach for Road Traffic Management to Reduce Traffic Congestion in VANET, International Journal of Advanced Research in Computer Science, 9(1), 75-78, 2018, International Journal of Advanced Research in Computer Science(3.7270)

  52. M. Ashok Kumar, I. Laurence Aroquiaraj, -, Diabetes Data Analysis Using Map Reduce and Classification Techniques, International Journal of Advanced Research in Computer Science, 9(1), 45-49, 2018, International Journal of Advanced Research in Computer Science(3.7270)

  53. L. Prisilla , I. Laurence Aroquiaraj, -, A Survey on Kidney Stone Detection Using Image Processing Techniques, International Conference on Innovations in Science, Engineering, Technology and Management (ICISETM – 2018) , 0(0), 0-0, 2018, Annapoorana Engineering College

  54. N. Sivaranjani , I. Laurence Aroquiaraj, -, A Survey on Brain Tumor Diagnosis using MRI Images in Image Processing, International Conference on Innovations in Science, Engineering, Technology and Management (ICISETM – 2018) , 0(0), 0-0, 2018, Annapoorana Engineering College, Salem

  55. P. Ramya , I. Laurence Aroquiaraj, -, A Survey on Image Compression Techniques on Biometric Images in Image Processing, International Conference on Innovations in Science, Engineering, Technology and Management (ICISETM – 2018), 0(0), 0-0, 2018, Annapoorana Engineering College, Salem

  56. S. Angela Mary , I. Laurence Aroquiaraj, -, A Literature Survey on Different Face Recognition Techniques, International Conference on Innovations in Science, Engineering, Technology and Management (ICISETM – 2018) , 0(0), 0-0, 2018, Annapoorana Engineering College, Salem

  57. D. Nithya Priya , I. Laurence Aroquiaraj, -, A Literature Survey on Various Image Processing Techniques on Ziehl-Neelson TB Bacilli Slide Images in Sputum Samples, International Conference on Innovations in Science, Engineering, Technology and Management (ICISETM – 2018), 0(0), 0-0, 2018, Annapoorana Engineering College, Salem

  58. P. Surya, I. Laurence Aroquiaraj, -, A Study on Classification Techniques for Agriculture Crop Yield Prediction, DST-SERB Sponsored International Conference on Innovations in Science, Engineering, Technology for Sustainable Development (ISETSD– 2018) , 0(0), 0-0, 2018, Muthayammal Engineering College, Rasipuram

  59. V. Mageshwari, Dr. I. Laurence Aroquiaraj, The Importance of Text Pre-Processing in Twitter Mining, International Journal of Scientific Research in Computer Science Applications and Management Studies , 7(4), 0-0, 2018, IJSRCSAMS(0.5640)

  60. P. Surya, Dr. I. Laurence Aroquiaraj, Crop Yield Prediction in Agriculture Using Data Mining Predictive Analytic Techniques, International Journal of Research and Analytical Reviews , 5(4), 0-0, 2018, IJRAR(5.7500)

  61. P. Surya, I. Laurence Aroquiaraj, -, Crop Yield Prediction in Agriculture Using Data Mining Predictive Analytic Techniques , International Journal of Research and Analytical Reviews (IJRAR) , 5(4), 783-787, 2018, IJRAR (5.7500)

  62. G. Kavitha, I. Laurence Aroquiaraj, -, Face Detection In Video Surveillance Using Modified Viola Jones Algorithm, International Journal of Research and Analytical Reviews (IJRAR), 5(4), 778-782, 2018, IJRAR(5.7500)

  63. G. Kavitha, Dr. I. Laurence Aroquiaraj, Face Detection In Video Surveillance Using Modified Viola Jones Algorithm, International Journal of Research and Analytical Reviews (IJRAR), 5(4), 0-0, 2018, IJRAR(5.7500)

  64. T. Dharani, Dr. I. Laurence Aroquiaraj, Three Levels Of Feature Extraction From Multi- Domain Images, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, 8(11), 761-766, 2019, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH(3.0230)

  65. T. Dharani, Dr. I. Laurence Aroquiaraj, An Automatic Image Registration Methods for MultiDomain Images by using Geometric Relationships, International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9(1), 4053-4059, 2019, Blue Eyes Intelligence Engineering and Sciences Publication(5.5400)

  66. V. Mageshwari, Dr. I. Laurence Aroquiaraj, Feature Selection Methods for Mining Social Media’ , International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9(1), 4060-4064, 2019, Blue Eyes Intelligence Engineering and Sciences Publication(5.5400)

  67. G. Kavitha, Dr. I. Laurence Aroquiaraj, Improving Face Recognition Rate with Preprocessing and Enhanced Viola Jones Face Detection Algorithm, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, 8(10), 3471-3475, 2019, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH (IJSTR)(3.0230)

  68. G.Kavitha, I.Laurence Aroquiaraj, Face Detection and Gender Classification using Facial Features, International Journal of Recent Technology and Engineering ,, 8(4), 6670-6674, 2019, Blue Eyes Intelligence Engineering & Sciences Publication (5.9700)(3.9800)

  69. S.Angelin Sophy, I.Laurence Aroquiaraj, An Optimal network Selection and Efficient Two Level Cluster-Based Routing Mechanisms for Seamless Vertical Handover in Vehicular Networks, International Journal of Innovative Technology and Exploring Engineering (IJITEE),, 9(2), 2076-2080, 2019, Blue Eyes Intelligence Engineering & Sciences Publication (5.9700)(3.9800)(3.9800)

  70. P. Surya, Dr. I. Laurence Aroquiaraj, Crop Prediction Analysis in North Western Zone of Tamilnadu using Artificial Bee Colony with Weighted based Fuzzy Clustering, International Journal of Engineering and Advanced Technology, 8(6), 3269-3274, 2019, Blue Eyes Intelligence Engineering and Sciences Publication(5.9700)

  71. V. Mageshwari, Dr. I. Laurence Aroquiaraj, An Efficient Feature Extraction Method for Mining Social Media , International Journal - International Journal of Scientific & Technology Research , 8(10), 0-0, 2019, IJSTR Research Publication (3.0230)

  72. P. Surya, Dr. I. Laurence Aroquiaraj, Performance Analysis Of K-Means And K-Medoid Clustering Algorithms Using Agriculture Dataset, Journal of Emerging Technologies and Innovative Research , 6(1), 0-0, 2019, IJPUBLICATION(5.8700)

  73. M. Ashok Kumar, Dr. I. Laurence Aroquiaraj, Adaptive Divergence Weight Firefly Algorithm (ADWFA) with Improved K-Means Algorithm and Adaptive Neuro Fuzzy Inference System (ANFIS) for type 2 diabetes , Journal of Advanced Research in Dynamical and Control Systems , 11(6), 18-31, 2019, Institute of Advanced Scientific Research(0.1100)

  74. M. Ashok Kumar, Dr. I. Laurence Aroquiaraj, Improved K-Means with Adaptive Divergence Weight Bat Algorithm (IKM-ADWBA) and Feature Selection for Type 2 Diabetes Mellitus Prediction , International Journal of Recent Technology and Engineering , 8(2), 288-299, 2019, Blue Eyes Intelligence Engineering & Sciences Publication (5.9200)

  75. P. Surya, I. Laurence Aroquiaraj, -, Performance Analysis of K-Means and K-Medoid Clustering Algorithms Using Agriculture Dataset, Journal of Emerging Technologies and Innovative Research (JETIR), 6(1), 539-545, 2019, JETIR(5.8700)

  76. T. Dharani, Dr. I. Laurence Aroquiaraj, An Exhaustive Feature Extraction Using Multiclass Trademark Images designed for Pattern Based Image Retrieval System , International Journal of Scientific & Technology Research, 8(9), 0-0, 2019, International Journal of Scientific and Technology Research(3.0230)

  77. P. Surya, Dr. I. Laurence Aroquiaraj, Modified fuzzy clustering with genetic algorithm for crop analysis in north western zone of tamilnadu, International Journal of Scientific and Technology Research, 8(2), 3269-3274, 2019, Blue Eyes Intelligence Engineering & Sciences Publication (5.9700)

  78. M. Ashokkumar, Dr. I. Laurence Aroquiaraj, Adaptive divergence weight firefly algorithm (ADWFA) with improved k-means algorithm and adaptive neuro fuzzy inference system (ANFIS) for type 2 diabetes mellitus prediction, Journal of Advanced Research in Dynamical and Control Systems, 11(6), 18-31, 2019, Journal of Advanced Research in Dynamical and Control Systems(0.1300)

  79. S. Angelin Sophy, Dr. I. Laurence Aroquiaraj, Hybrid optimization and support vector machine (SVM) based network selection for seamless vertical handover in vehicular networks (VANET) , Journal of Advanced Research in Dynamical and Control Systems , 11(8), 1476-1491, 2019, Journal of Advanced Research in Dynamical and Control Systems (0.1300)

  80. S. Angelin Sophy, I. Laurence Aroquiaraj, -, PCO – Proactive Computation Offloading Method for Maximizing Service Distribution on the Internet of Vehicles, Indian Journal of Natural Sciences, 13(73), 45771-45783, 2022, Indian Journal of Natural Sciences(1.9880)

  81. S. Angelin Sophy , I. Laurence Aroquiaraj, PCO-Proactive Computation Offloading Method for Maximizing Service Distribution on the Internet of Vehicles, Indian Journal of Natural Sciences (IJONS), 13(73), 45771-45783, 2022, TAMIL NADU SCIENTIFIC RESEARCH ORGANISATION(2.4520)