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C. Shunmuga Velayutham
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Journal Articles
- 2024
- [j12]Indu M. T., C. Shunmuga Velayutham:
Differential evolution ensemble designer. Expert Syst. Appl. 238(Part C): 121674 (2024) - [j11]Gowtham Ramesh, P. Dheepan Kanna, C. Shunmuga Velayutham, Jancirani Ramaswamy:
An interoperable ontology for CPS-enabled Polyhouse Solar Dryer: A case study of the AgroESP project. J. Ind. Inf. Integr. 42: 100677 (2024) - 2023
- [j10]Ritwik Murali, T. Palanisamy, C. Shunmuga Velayutham:
Evolving malware variants as antigens for antivirus systems. Expert Syst. Appl. 226: 120092 (2023) - 2022
- [j9]Indu M. T., C. Shunmuga Velayutham:
A meta-evolutionary selection of constituents in ensemble differential evolution algorithm. Expert Syst. Appl. 205: 117667 (2022) - 2021
- [j8]Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham:
Empirical investigations on evolution strategies to self-adapt the mutation and crossover parameters of differential evolution algorithm. Int. J. Intell. Syst. Technol. Appl. 20(2): 103-125 (2021) - 2020
- [j7]Ritwik Murali, C. Shunmuga Velayutham:
A preliminary investigation into automatically evolving computer viruses using evolutionary algorithms. J. Intell. Fuzzy Syst. 38(5): 6517-6526 (2020) - 2015
- [j6]Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham:
An investigation on mixing heterogeneous differential evolution variants in a distributed framework. Int. J. Bio Inspired Comput. 7(5): 307-320 (2015) - 2014
- [j5]G. Jeyakumar, C. Shunmuga Velayutham:
Distributed heterogeneous mixing of differential and dynamic differential evolution variants for unconstrained global optimization. Soft Comput. 18(10): 1949-1965 (2014) - 2013
- [j4]G. Jeyakumar, C. Shunmuga Velayutham:
Distributed mixed variant differential evolution algorithms for unconstrained global optimization. Memetic Comput. 5(4): 275-293 (2013) - 2011
- [j3]G. Jeyakumar, C. Shanmuga Velayutham:
Experimental Study on Recent Advances in Differential Evolution Algorithm. Int. J. Appl. Evol. Comput. 2(2): 58-81 (2011) - 2005
- [j2]C. Shunmuga Velayutham, Satish Kumar:
Asymmetric subsethood-product fuzzy neural inference system (ASuPFuNIS). IEEE Trans. Neural Networks 16(1): 160-174 (2005) - 2002
- [j1]C. Shunmuga Velayutham, Satish Kumar, Sandeep Paul:
Evolvable Subsethood Product Fuzzy Neural Network for Pattern Classification. Int. J. Pattern Recognit. Artif. Intell. 16(7): 957- (2002)
Conference and Workshop Papers
- 2024
- [c24]S. Sanjith Raghav, S. Tejesh Kumar, Rishiikesh Balaji, M. Sanjay, C. Shunmuga Velayutham:
Interactive Symbolic Regression - A Study on Noise Sensitivity and Extrapolation Accuracy. GECCO Companion 2024: 2076-2082 - 2023
- [c23]C. Shunmuga Velayutham, Sujit Subramanian S, Arvindram K, Madhusoodhan Sathya, Nathiyaa Sengodan, Divesh Kosuri, Sai Satvik Arvapalli, Thangavelu S, Jeyakumar Gurusamy:
EvoPrunerPool: An Evolutionary Pruner using Pruner Pool for Compressing Convolutional Neural Networks. GECCO Companion 2023: 2136-2143 - [c22]M. T. Indu, C. Shunmuga Velayutham:
A Grammatical Evolution Based Automated Configuration of an Ensemble Differential Evolution Algorithm. PReMI 2023: 587-596 - 2022
- [c21]Ritwik Murali, C. Shunmuga Velayutham:
Adapting novelty towards generating antigens for antivirus systems. GECCO 2022: 1254-1262 - 2020
- [c20]K. Vignesh Kumar, R. Sourav, C. Shunmuga Velayutham, Vidhya Balasubramanian:
Fitness Function Design for Neuroevolution in Goal-Finding Game Environments. ICCCI (CCIS Volume) 2020: 503-515 - 2019
- [c19]V. Anantha Narayanan, C. K. Shyamala, C. Shunmuga Velayutham:
T{h}inker for Engaging Learning Experience in Computational Thinking and Programming. EDUCON 2019: 863-866 - [c18]Shanmuga Sundaram Thangavelu, Vibha Rao, C. K. Shyamala, C. Shunmuga Velayutham:
Introductory Programming Using Non-Textual Modalities - An Empirical Study on Skill Assessment Using Rainfall Problem. EDUCON 2019: 867-871 - [c17]Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham:
Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm. PReMI (1) 2019: 328-336 - [c16]M. T. Indu, K. Somasundaram, C. Shunmuga Velayutham:
A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm. PReMI (1) 2019: 365-374 - 2018
- [c15]V. Anantha Narayanan, C. K. Shyamala, C. Shunmuga Velayutham:
T{h}inker: A Physical Computing Tool Kit for Computational Thinking. ICALT 2018: 298-300 - 2017
- [c14]C. K. Shyamala, C. Shunmuga Velayutham, Latha Parameswaran:
Teaching computational thinking to entry-level undergraduate engineering students at Amrita University. EDUCON 2017: 1731-1734 - 2016
- [c13]Saravanan Subramanian, Santu Rana, Sunil Gupta, Palaniappan Bagavathi Sivakumar, C. Shunmuga Velayutham, Svetha Venkatesh:
Bayesian nonparametric Multiple Instance Regression. ICPR 2016: 3661-3666 - 2014
- [c12]Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham:
Combining Different Differential Evolution Variants in an Island Based Distributed Framework-An Investigation. ISI (1) 2014: 593-606 - 2010
- [c11]G. Jeyakumar, C. Shunmuga Velayutham:
A Comparative Study on Theoretical and Empirical Evolution of Population Variance of Differential Evolution Variants. SEAL 2010: 75-79 - [c10]G. Jeyakumar, C. Shunmuga Velayutham:
Empirical Study on Migration Topologies and Migration Policies for Island Based Distributed Differential Evolution Variants. SEMCCO 2010: 29-37 - [c9]G. Jeyakumar, C. Shanmuga Velayutham:
Analyzing the Explorative Power of Differential Evolution Variants on Different Classes of Problems. SEMCCO 2010: 95-102 - [c8]Shanmuga Sundaram Thangavelu, C. Shunmuga Velayutham:
Taguchi Method Based Parametric Study of Generalized Generation Gap Genetic Algorithm Model. SEMCCO 2010: 344-350 - 2009
- [c7]G. Jeyakumar, C. Shunmuga Velayutham:
A Comparative Performance Analysis of Differential Evolution and Dynamic Differential Evolution Variants. NaBIC 2009: 463-468 - [c6]G. Jeyakumar, C. Shunmuga Velayutham:
An Empirical Comparison of Differential Evolution Variants on Different Classes of unconstrained Global Optimization Problems. NaBIC 2009: 866-871 - [c5]D. K. Ashwin Raju, C. Shunmuga Velayutham:
A Study on Genetic Algorithm based Video Abstraction System. NaBIC 2009: 878-883 - [c4]G. Jeyakumar, C. Shunmuga Velayutham:
A Comparative Performance Analysis of Multiple Trial Vectors Differential Evolution and Classical Differential Evolution Variants. RSFDGrC 2009: 470-477 - 2004
- [c3]C. Shunmuga Velayutham, Satish Kumar:
Differential Evolution Based On-Line Feature Analysis in an Asymmetric Subsethood Product Fuzzy Neural Network. ICONIP 2004: 959-964 - 2003
- [c2]C. Shunmuga Velayutham, Satish Kumar:
Some applications of an asymmetric subsethood product fuzzy neural inference system. FUZZ-IEEE 2003: 202-207 - 2002
- [c1]C. Shunmuga Velayutham, Sandeep Paul, Satish Kumar:
Evolutionary Subsethood Product Fuzzy Neural Network. AFSS 2002: 274-280
Informal and Other Publications
- 2011
- [i1]G. Jeyakumar, C. Shanmuga Velayutham:
Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions. CoRR abs/1105.1901 (2011)
Coauthor Index
aka: Jeyakumar Gurusamy
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