M. T. Indu and C. Shunmuga Velayutham, "A meta-evolutionary selection of constituents in ensemble differential evolution algorithm," Expert Systems with Applications, Vol. 205, No. 1, 2022.
Ritwik Murali and C. Shunmuga Velayutham, "Adapting novelty towards generating antigens for antivirus systems", In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '22), Association for Computing Machinery, New York, NY, USA, pp. 1254โ1262, 2022.
Vivek K. Nair, and C. Shunmuga Velayutham, "EVGAN: Optimization of Generative Adversarial Networks Using Wasserstein Distance and Neuroevolution", Evolutionary Computing and Mobile Sustainable Networks,ย Lecture Notes on Data Engineering and Communications Technologies, Vol. 116, Springer, Singapore, 2022.ย
Dhanya M. Dhanalakshmy, G. Jeyakumar and C. Shunmuga Velayutham, "Analytical Study on the Role of Scale Factor Parameter of Differential Evolution Algorithm on Its Convergence Nature",ย Differential Evolution: From Theory to Practice, Studies in Computational Intelligence, Vol. 1009. Springer, Singapore. 2022.
S. S. Panigrahi, A. J. Muthukumar,ย S. Thangavelu, G. Jeyakumar and C. Shunmuga Velayutham, "A Comparative Study on Parameter Estimation of COVID Epidemiological Models Using Differential Evolution Algorithm",ย Differential Evolution: From Theory to Practice. Studies in Computational Intelligence, Vol. 1009. Springer, 2022.
Dhanya M. Dhanalakshmy, G. Jeyakumar, and C. Shunmuga Velayutham, "Empirical investigations on evolution strategies to self-adapt the mutation and crossover parameters of differential evolution algorithm",ย International Journal of Intelligent Systems Technologies and Applications, Vol. 20, No. 2, pp. 103-125, 2021.
M. T. Indu and C. Shunmuga Velayutham, "Towards Grammatical Evolution-Based Automated Design of Differential Evolution Algorithm", Congress on Intelligent Systems, CIS 2020, Advances in Intelligent Systems and Computing, vol 1335. Springer, Singapore, 2021.
M. Ritwik and C. Shunmuga Velayutham, โA Preliminary Investigation into Automatically Evolving Computer Viruses Using Evolutionary Algorithmsโ, Journal of Intelligent & Fuzzy Systems. vol. 38,ย no. 5,ย pp. 6517-6526,ย 2020.
M. Ritwik and C. Shunmuga Velayutham, "A Conceptual Direction on Automatically Evolving Computer Malware using Genetic and Evolutionary Algorithms," 2020 International Conference on Inventive Computation Technologies (ICICT), Coimbatore, India, pp. 226-229, 2020.
M. T. Indu, K. Somasundaram, and C. Shunmuga Velayutham, โA Preliminary Investigation on a Graph Model of Differential Evolution Algorithmโ, in 8th International Conference on Pattern Recognition and Machine Intelligence, Lecture Notes in Computer Science, Springer, vol. 11941, pp. 365-374, 2019.
Dhanya M. Dhanalakshmy,ย G.ย Jeyakumar and C. Shunmuga Velayutham, "Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm",ย In: Deka B., Maji P., Mitra S., Bhattacharyya D., Bora P., Pal S. (eds) Pattern Recognition and Machine Intelligence. PReMI 2019. Lecture Notes in Computer Science, vol 11941, 2019.
V. Anantha Narayanan, C. K. Shyamala and C. Shunmuga Velayutham, "T{h}inker for Engaging Learning Experience in Computational Thinking and Programming," 2019 IEEE Global Engineering Education Conference (EDUCON), Dubai, United Arab Emirates, pp. 863-866, 2019.
S. Thangavelu, Vibha Rao, C. K. Shyamala and C. Shunmuga Velayutham, "Introductory Programming Using Non-Textual Modalities - An Empirical Study on Skill Assessment Using Rainfall Problem," 2019 IEEE Global Engineering Education Conference (EDUCON), Dubai, United Arab Emirates, pp. 867-871, 2019.
V. Anantha Narayanan, C. K. Shyamala and C. Shunmuga Velayutham, "T{h}inker: A Physical Computing Tool Kit for Computational Thinking," 2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT), Mumbai,ย pp. 298-300, 2018.
B. P.ย Sathyajit., C. Shunmuga Velayutham, "Visual Analysis of Genetic Algorithms While Solving 0-1 Knapsack Problem",ย In: Hemanth D., Smys S. (eds) Computational Vision and Bio Inspired Computing. Lecture Notes in Computational Vision and Biomechanics, Springer, vol. 28, 2018.
C. K. Shyamala, C. Shunmuga Velayutham and Latha Parameswaran, "Teaching Computational Thinking to Entry-level Undergraduate Engineering Students at Amrita University,"ย 2017 IEEE Global Engineering Education Conference (EDUCON), Athens, pp. 1731-1734, 2017.ย
Saravanan Subramanian, Santu Rana, S. Gupta, P. Bagavathi Sivakumar, C. Shunmuga Velayutham and Swetha Venkatesh, "Bayesian Nonparametric Multiple Instance Regression,"ย 23rd International Conference on Pattern Recognition (ICPR), Cancun, pp. 3661-3666, 2016.
G. Jeyakumar and C. Shunmuga Velayutham, "Hybridizing Differential Evolution Variants Through Heterogeneous Mixing in a Distributed Framework", In: Bhattacharyya S.,ย Dutta P.,ย Chakraborty S. (eds) Hybrid Soft Computing Approaches. Studies in Computational Intelligence, vol 611, Springer, 2016.
P. R. Radhika and C. Shunmuga Velayutham, "Visualization โ A Potential Alternative for Analyzing Differential Evolution Search",ย In: Berretti S., Thampi S., Srivastava P. (eds), Intelligent Systems Technologies and Applications. Advances in Intelligent Systems and Computing, Springer, Vol. 384, 2016.
Lakshmi Rajashekharan and C. Shunmuga Velayutham, "Is Differential Evolution Sensitive to Pseudo Random Number Generator Quality? โ An Investigation", In: Berretti S., Thampi S., Srivastava P. (eds), Intelligent Systems Technologies and Applications. Advances in Intelligent Systems and Computing, Springer, vol 384. 2016.
S. Thangavelu, G. Jeyakumar, Roshini Balakrishnan, and C. Shunmuga Velayutham, "Theoretical Analysis of Expected Population Variance Evolution for a Differential Evolution Variant," In: Jain L., Behera H., Mandal J., Mohapatra D. (eds), Computational Intelligence in Data Mining - Volume 2. Smart Innovation, Systems and Technologies, Springer,ย Vol. 32. 2015.
S. Thangavelu and C. Shunmuga Velayutham, "Combining Different Differential Evolution Variants in an Island Based Distributed FrameworkโAn Investigation," In: El-Alfy ES., Thampi S., Takagi H., Piramuthu S., Hanne T. (eds),ย Advances in Intelligent Informatics, Advances in Intelligent Systems and Computing, Springer, Vol 320,ย 2015.
S. Thangavelu and C. Shunmuga Velayutham, "An Investigation on Mixing Heterogeneous Differential Evolution Variants in a Distributed Framework", International Journal of Bio-Inspired Computation, Vol. 7,ย No.5,ย pp.307 - 320, 2015.