Faculty Bio

Year : 2024

Enhancing stochastic optimization: investigating fixed points of chaotic maps for global optimization

Cite this Research Publication : Rani, G. S., Jayan, S., Alatas and Subramani, R., Enhancing Stochastic optimization: Investigating Fixed points of chaotic maps for global optimization, Indonesian Journal of Electrical Engineering and Computer Science,(2024 July).

Year : 2024

Data-driven sales optimization with regression and chaotic pattern search

Cite this Research Publication : Rani, G. S., Jayan, S., Alatas and Revi, P.(2024 June), Data-driven sales optimization with regression and chaotic pattern search, PeerJ Computer Science.

Year : 2023

Analysis of chaotic maps for global optimization and a hybrid chaotic pattern search algorithm for optimizing the reliability of a bank

Cite this Research Publication : Rani, G. S., Jayan, S., & Alatas, B.. Analysis of chaotic maps for global optimization and a hybrid chaotic pattern search algorithm for optimizing the reliability of a bank. IEEE Access, 11, 24497-24510,2023.

Publisher : IEEE

Year : 2022

Comparative Study of Cancer Classification by Analysis of RNA-seq Gene Expression Levels

Cite this Research Publication : Amruth A., Ramanan R., Paul R., Jayan S., Thakur A., Nidhin Prabhakar T.V. “Comparative Study of Cancer Classification by Analysis of RNA-seq Gene Expression Levels” 2022, 13th International Conference on Computing Communication and Networking Technologies, ICCCNT 2022, 10.1109/ICCCNT54827.2022.9984600

Year : 2021

A Global Optimization Algorithm for Unconstrained Non-linear Optimization Problems Using Chaotic Neuron Map and Golden Number

Cite this Research Publication : Rani, G. S., Jayan, S., A Global Optimization Algorithm for Unconstrained Non-linear Optimization Problems Using Chaotic Neuron Map and Golden Number, Webology, Volume 18, Special Issue on Current Trends in Management and Information Technology, 2021, pp 1118-1136.

Year : 2020

An accurate UWB based localization system using modified leading edge detection algorithm

Cite this Research Publication : S. Pala, Sarada Jayan, and Dr. Dhanesh G. Kurup, “An accurate UWB based localization system using modified leading edge detection algorithm”, Ad Hoc Networks Volume, vol. 97, 102017, 2020.

Publisher : Ad Hoc Networks

Year : 2019

Accurate higher order automated unstructured triangular meshes for airfoil designs in aerospace applications using parabolic arcs

Cite this Research Publication : S. Devi, Nagaraja, K. V., Smitha, T. V., and Sarada Jayan, “Accurate higher order automated unstructured triangular meshes for airfoil designs in aerospace applications using parabolic arcs”, Aerospace Science and Technology , vol. 88, 405-420., 2019.

Publisher : Aerospace Science and Technology

Year : 2018

MATLAB 2D Higher-order triangle mesh generator with finite element applications using sub-parametric transformations

Cite this Research Publication : T.V. Smitha, K.V.Nagaraja, Sarada Jayan,MATLAB 2D Higher-order triangle mesh generator with finite element applications using sub-parametric transformations, Advances in Engineering Software,Vol.115,pp.327-356(January2018), IF: 4.8

Publisher : Advances in Engineering Software

Year : 2018

Automated Mesh Generation Using Curved Cubic Triangular Elements for a Circular Domain with a Finite Element Implementation

Cite this Research Publication : T. V. Smitha, Dr. K.V. Nagaraja, and Sarada Jayan, “Automated Mesh Generation Using Curved Cubic Triangular Elements for a Circular Domain with a Finite Element Implementation”, Materials Today: Proceedings, vol. 5. pp. 25203-25211, 2018.

Publisher : Materials Today: Proceedings,

Year : 2017

Generalized Gaussian quadrature rules over an n-dimensional ball

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “Generalized Gaussian quadrature rules over an n-dimensional ball”, Pakistan Journal of Biotechnology, vol. 14, no. 3, pp. 423-428, 2017.

Publisher : Pakistan Journal of Biotechnology,

Year : 2016

An optimal numerical integration method over a lune by using an efficient transformation technique

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “An optimal numerical integration method over a lune by using an efficient transformation technique”, Proceedings of the Jangjeon Mathematical Society, vol. 19, pp. 486-492, 2016

Publisher : Proceedings of the Jangjeon Mathematical Society

Year : 2015

Numerical Integration over Three-Dimensional Regions Bounded by One or More Circular Edges

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “Numerical Integration over Three-Dimensional Regions Bounded by One or More Circular Edges”, Procedia Engineering, vol. 127, pp. 347–353, 2015.

Publisher : Procedia Engineering

Year : 2015

Numerical integration over irregular domains using generalized Gaussian quadrature

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “Numerical integration over irregular domains using generalized Gaussian quadrature”, Proceedings of the Jangjeon Mathematical Society, vol. 18, pp. 21–30, 2015.

Publisher : Proceedings of the Jangjeon Mathematical Society

Year : 2015

A General and Effective Numerical Integration Method to Evaluate Triple Integrals Using Generalized Gaussian Quadrature

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “A General and Effective Numerical Integration Method to Evaluate Triple Integrals Using Generalized Gaussian Quadrature”, Procedia Engineering, vol. 127, pp. 1041–1047, 2015.

Publisher : Procedia Engineering

Year : 2015

Effective numerical integration formulae to evaluate multiple integrals using generalized gaussian quadrature

Cite this Research Publication : Sarada Jayan, “Effective numerical integration formulae to evaluate multiple integrals using generalized gaussian quadrature”, 2015.

Year : 2014

Numerical integration over n-dimensional cubes using generalized gaussian quadrature

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “Numerical integration over n-dimensional cubes using generalized gaussian quadrature”, Proceedings of the Jangjeon Mathematical Society, vol. 17, pp. 63-69, 2014.

Publisher : Proceedings of the Jangjeon Mathematical Society

Year : 2012

Generalized Gaussian quadrature rules over two-dimensional regions with Parabolic edges

Cite this Research Publication : K.V.Nagaraja,SaradaJayan,“Generalized Gaussian quadrature rules over two-dimensional regions with Parabolic edges”, International Journal of Computer Mathematics,Vol.89,No.12,August2012,1631-1640

Publisher : International Journal of Computer Mathematics

Year : 2012

Generalized Gaussian quadrature rules over regions with parabolic edges

Cite this Research Publication : Dr. K.V. Nagaraja and Sarada Jayan, “Generalized Gaussian quadrature rules over regions with parabolic edges”, International Journal of Computer Mathematics, vol. 89, pp. 1631-1640, 2012.

Publisher : International Journal of Computer Mathematics

Year : 2011

Generalized Gaussian quadrature rules over two-dimensional regions with linear sides

Cite this Research Publication : Sarada Jayan and Dr. K.V. Nagaraja, “Generalized Gaussian quadrature rules over two-dimensional regions with linear sides”, Applied Mathematics and Computation, vol. 217, pp. 5612-5621, 2011.

Publisher : Applied Mathematics and Computation

Year : 2011

Generalized Gaussian quadrature rules over two-dimensional regions with linear edges 2011

Cite this Research Publication : Sarada Jayan and Nagaraja, K. V., “Generalized Gaussian quadrature rules over two-dimensional regions with linear edges 2011”, Applied Mathematics and Computations, vol. 217, pp. 5612–5621, 2011.

Publisher : Applied Mathematics and Computations

Year : 2022

Comparative Study of Cancer Classification by Analysis of RNA-seq Gene Expression Levels

Cite this Research Publication : Amruth A, Ramanan R, Rhea Paul, Sarada Jayan, Amrita Thakur, Nidhin Prabhakar Tv "Comparative Study of Cancer Classification by Analysis of RNA-seq Gene Expression Levels", 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)

Publisher : IEEE

Year : 2020

Application of Aspiration Level Model in determining QoS for an EV battery charging station

Cite this Research Publication : M. Suri, Raj, N., Dr. K. Deepa, and Sarada Jayan, “Application of Aspiration Level Model in determining QoS for an EV battery charging station”, International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE). IEEE, Bengaluru, India, 2020.

Publisher : IEEE

Year : 2018

A Parallelized Method for Global Single Variable Optimization

Cite this Research Publication : S. M. Bhat, S. Nikhil, Vineetha Jain, Sarada Jayan, and Dr. Dhanesh G. Kurup, “A Parallelized Method for Global Single Variable Optimization”, in Biennial International Conference on Power and Energy Systems: Towards Sustainable Energy (PESTSE), Amrita School of Engineering, Bengaluru, 2018.

Publisher : PESTSE

Year : 2023

Comparative Analysis of Image Denoising Using Different Filters

Cite this Research Publication : Kavya, D., Jaswanth, K., Chethana, S., Shruti, P., & Sarada, J. (2022, September). Comparative Analysis of Image Denoising Using Different Filters. In International Conference on Innovative Computing and Communications: Proceedings of ICICC 2022, Volume 2 (pp. 271-284). Singapore: Springer Nature Singapore. (came in scopus in June 2024)

Publisher : Springer

Year : 2023

SVM Versus KNN: Prediction of Best Image Classifier

Cite this Research Publication : Marri, S.P., Nikith, B.V., Keerthan, N.K.S., Jayan, S., SVM Versus KNN: Prediction of Best Image Classifier, Smart Innovation, Systems and Technologies 363, pp. 147-157 (2023)

Publisher : Springer

Year : 2023

Comparative Analysis of Covid Detection using Chest X-rays by SVM-PCA and Deep Learning Techniques

Cite this Research Publication : Jaswanth, K., Nikhil, M. T., Siddhartha, M. S. S., & Jayan, S.. Comparative Analysis of Covid Detection using Chest X-rays by SVM-PCA and Deep Learning Techniques. In 2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS) (pp. 188-193). IEEE. (2023, April).

Publisher : IEEE

Year : 2022

Face Recognition Using Support Vector Machine In MATLAB

Cite this Research Publication : Varshini, S. H., Varma, G. S., & Jayan, S., Face Recognition Using Support Vector Machine In MATLAB. In 2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE) (pp. 1-4). IEEE(2022, December).

Publisher : IEEE

Year : 2022

Detection of Brain Tumor Using CNN and CNN-SVM

Cite this Research Publication : Duvvuri, K., Kanisettypalli, H., Jayan, S., Detection of Brain Tumor Using CNN and CNN-SVM, 3rd International Conference for Emerging Technology, INCET 2022, pp 1-7 (July 2022).

Publisher : IEEE

Year : 2022

Attendance Tracking with Face Recognition Through Hidden Markov Models

Cite this Research Publication : Biswas, D., Jayan, S., Nadipalli, S., Sneha, B., Subramani, R., Attendance Tracking with Face Recognition Through Hidden Markov Models, Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022, pp. 1640-1645

Publisher : IEEE

Year : 2022

Tweet2Vec model to detect misinformation about the COVID-19 Pandemic on Twitter

Cite this Research Publication : Saha, S., Jayan, S., Subramani, R., Tweet2Vec model to detect misinformation about the COVID-19 Pandemic on Twitter, Proceedings of the International Conference on Electronics and Renewable Systems, ICEARS 2022, pp. 1624–1630.

Year : 2020

Chaotic Evolutionary Algorithm

Cite this Research Publication : Madulla, B., Vallabhaneni, M., Jayan, S., Subramani, R.,(2020) Chaotic Evolutionary Algorithm, 2020 IEEE International Conference for Innovation in Technology, INOCON 2020 9298233.

Year : 2020

Chaotic Hooke-Jeeves Algorithm using Cubic map with MATLAB code

Cite this Research Publication : M. Vallabhaneni, Madulla, B., Sarada Jayan, and R. Subramani, “Chaotic Hooke-Jeeves Algorithm using Cubic map with MATLAB code”, IEEE International Conference for Innovation in Technology (INOCON). IEEE, Bangluru, India, 2020.

Publisher : IEEE International Conference for Innovation in Technology

Year : 2019

An extension of golden section algorithm for n-variable functions with MATLAB code

Cite this Research Publication : S. G Rani, Sarada Jayan, and Kallur, N., “An extension of golden section algorithm for n-variable functions with MATLAB code”, IOP Conference Series Materials Science and Engineering, vol. 577:012175. 2019.

Publisher : IOP Conference Series Materials Science and Engineering,

Year : 2019

2D Higher order triangular mesh generation in irregular domain for finite element analysis using MATLAB

Cite this Research Publication : S. Devi, Dr. K.V. Nagaraja, Sarada Jayan, and Smitha, T. V., “2D Higher order triangular mesh generation in irregular domain for finite element analysis using MATLAB”, IOP Conference Series: Materials Science and Engineering, vol. 577. IOP Publishing, p. 012132, 2019.

Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing,

Year : 2017

The use of higher order parabolic arcs for the computation of cutoff wavenumbers for TM modes in arbitrary shaped waveguides

Cite this Research Publication : T. Darshi Panda, Nagaraja K V, Kurup, D. G., V. Naidu, K., and Sarada Jayan, “The use of higher order parabolic arcs for the computation of cutoff wavenumbers for TM modes in arbitrary shaped waveguides”, International Conference on Communication and Signal Processing (ICCSP). IEEE, Melmaruvathur, India, 2017.

Publisher : IEEE

Year : 2017

Application of quintic order parabolic arcs in the analysis of waveguides with arbitrary cross-section

Cite this Research Publication : D. T. Panda, Dr. K.V. Nagaraja, V. Naidu, K., and Sarada Jayan, “Application of quintic order parabolic arcs in the analysis of waveguides with arbitrary cross-section”, in Proceedings of the International Conference on Communication and Electronics Systems, ICCES 2016, 2017.

Publisher : Proceedings of the International Conference on Communication and Electronics Systems

Year : 2014

Effective numerical integration over n-dimensional simplexes

Cite this Research Publication : Sarada Jayan, K V Nagaraja, Effective numerical integration over n-dimensional simplexes, Proceedings of 59th Congress of The Indian Society of Theoretical and Applied Mechanics(An International Meet), Alliance University, Bengaluru, December 17th to 20th December 2014.

Year : 2023

Face Mask Recognition Using Modular, Wavelet and Modular-Wavelet PCA

Cite this Research Publication : Duvvuri, K., Harshitha, K., Srihitha, V., & Jayan, S., Face Mask Recognition Using Modular, Wavelet and Modular-Wavelet PCA., Lecture Notes in Computational Vision and Biomechanics, 2023, 37, pp. 15–25.

Publisher : Springer