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IASDA
Institute of Actuarial Science and Data Analytics
Assistant Professor Dr. Kalpana Muthusamy
Research Impact:
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Assistant Professor Dr Kalpana Muthusamy

Assistant Professor

Academic Qualifications

PhD in Mathematics
Master of Philosophy in Mathematics
Master of Science in Operations Research and Computer Applications
Bachelor of Science in Mathematics

Areas of Interest
Neural Networks
Stability and Synchronization Analysis of Dynamical Systems
Image Processing
Secure Communication
Publications

Title of the paperName of Authors Journals Name (year), Vol.(no.): pages Impact Factor
A novel audio encrypton approach via fnite-tme synchronizaton of fractonal order Hyperchaotc System N. Ramesh Babu, M. Kalpana, P. Balasubramaniam, K. Ratnavelu Multmedia Tools and Applicatons 2021, 80(12), 18043-18067.2.577
Double-key secure for N-1-N sound record data (SRD) by the drive-response of BAM NNs M. Kalpana, K. Ratnavelu, P. Balasubramaniam, W.A.M. Othman Neural Processing Leters 2019: 1-202.565
An audio encryption based on synchronizaton of robust BAM FCNNs with time delays M. Kalpana, K. Ratnavelu, P. Balasubramaniam Multimedia Tools and Applications 2019, 78(5): 5969-59882.577
Audio encryption based on chaotic FCNNs M. Kalpana, K. Ratnavelu Jurnal Fizik Malaysia 2018, 39(2): 30054 - 300580.654
Synchronization of chaotic type delayed neural networks and its application M. Kalpana, K. Ratnavelu, P. Balasubramaniam, M.Z.M. Kamali Nonlinear Dynamics 2018, 93(2): 543-5555.741
Stability analysis of fuzzy genetic regulatory networks with various time delays K. Ratnavelu, M. Kalpana, P. Balasubramaniam Bulletin of the Malaysian Mathematical Sciences Society 2018, 41(1): 491-5051.397
Image encryption method based on chaotic fuzzy cellular neural networks K. Ratnavelu, M. Kalpana, P. Balasubramaniam, KokSheik Wong P. Raveendran Signal Processing 2017, 140: 87-964.729
Asymptotic stability of Markovian switching genetic regulatory networks with leakage and mode-dependent time delays K. Ratnavelu, M. Kalpana, P. Balasubramaniam Journal of the Franklin Insttute 2016, 353(7): 1615-16384.246
Asymptotcal state estimation of fuzzy cellular neural networks with time delay in the leakage term and mixed delays: sample-data approach M. Kalpana, P. Balasubramaniam Journal of the Egyptian Mathematical Society 2016, 24(1): 143-150--
Direct delay decomposition approach to synchronization of chaotic fuzzy cellular neural networks with discrete, unbounded distributed delays and Markovian jumping parameters M. Kalpana, P. Balasubramaniam, K. Ratnavelu Applied Mathematics and Computation 2015, 254: 291-304 •4.397
Linear matrix inequality approach for synchronization of chaotic fuzzy cellular neural networks with discrete and unbounded distributed delays based on sampled-data control P. Balasubramaniam, K. Ratnavelu, M. Kalpana Iranian Journal of Fuzzy Systems 2015, 12(5): 77-982.01
Stochastic asymptotical synchronizaton of chaotc Markovian jumping fuzzy cellular neural networks with mixed delays and Wiener process based on sampled-data control M. Kalpana, P. Balasubramaniam Chinese physics B 2013, 22(7): 0784011.652
Statonary oscillaton of interval fuzzy cellular neural networks with mixed delays under impulsive perturbations P. Balasubramaniam, M. Kalpana, R. Rakkiyappan Neural Computing and Applications 2013, 22(7-8): 1645-16545.102
LMI approach for synchronization control of fuzzy cellular neural networks with mixed time delays P. Balasubramaniam, M. Kalpana, R. Rakkiyappan Chinese Physics B 2012, 21(4): 0484021.652
State estimation for fuzzy cellular neural networks with time delay in the leakage term, discrete and unbounded distributed delays P. Balasubramaniam, M. Kalpana, R. Rakkiyappan Computers and Mathematics with Applications 2011, 62(10): 3959-39723.218
Existence and global asymptotic stability of fuzzy cellular neural networks with time delay in the leakage term and unbounded distributed delays P. Balasubramaniam, M. Kalpana, R. Rakkiyappan Circuits Systems and Signal Processing 2011, 30(6): 1595-16162.311
Global asymptotic stability of BAM fuzzy cellular neural networks with time delay in the leakage term, discrete and unbounded distributed delays P. Balasubramaniam, M. Kalpana, R. Rakkiyappan Mathematical and Computer Modelling 2011, 53(5-6): 839-8532.053

Conferences

  • M. Kalpana, K. Ratnavelu, Audio encryption based on chaotic fuzzy cellular neural networks, Fifth International Meeting on Frontiers of Physics, IMFP 2017 [3rd  to 7th December 2017], Pullman Kuala Lumpur Bangsar, Malaysia
  • M. Kalpana, P. Balasubramaniam, Application of fuzzy cellular neural network and its stability to color edge detection, IEEE Xplore Proceedings of International Conference on Applied Mathematics and Theoretical Computer Science - 2013, Tamil Nadu, India, pp. 1–7, ISBN: 978-93-82338-30-7
  • P. Balasubramaniam, M. Kalpana, CT liver segmentation based on fuzzy cellular neural networks and its stability, Lecture Notes in Information Technology (ISSN: 2070-1918) of the International Conference on Affective Computing and Intelligent Interaction (ICACII), Taipei, Taiwan 10 (2012) 281–288
  • M. Kalpana, P. Balasubramaniam, CT liver edge detection based on the fuzzy cellular neural networks and its stability, Proceedings of International Conference on Mathematical Modeling and Applied Soft Computing Volume-I, July 11-13, 2012. ShangaVerlag, Coimbatore, Tamil Nadu, India, pp. 3–14, ISBN: 978-81-923752-1-2

Achievements and Awards

  • Awarded as an INSPIRE Senior Research Fellow 2013 and an INSPIRE Junior Research Fellow 2011
    Awarding body: Department of Science and Technology, Innovation in Science Pursuit for Inspired Research (INSPIRE), New Delhi, India.
  • Received Gold Medal, Outstanding Student Award, and Institute Day prize winner award for the Postgraduate studies 2009.
    Awarding body: National Institute of Technology – Deemed University, Tiruchirappalli, Tamil Nadu, India.