Journal Articles
[1] Arjun Ghosh, Nanda Dulal Jana, Swagatam Das and Rammohan Mallipeddi,“Two-Phase Evolutionary Convolutional Neural Network Architecture Search for Medical Image Classification,” IEEE Access, vol. 11, pp. 115280-115305, 2023, DOI: 10.1109/ACCESS.2023.3323705 [pdf].
[2] Arjun Ghosh, Nanda Dulal Jana, Saurav Mallik, and Zhongming Zhao, “Designing optimal convolutional neural network architecture using differential evolution algorithm,” Patterns, Cell Press, Elsevier, volume 3, page 100567, 2022. DOI: https: //doi.org/10.1016/j.patter.2022.100567 [pdf].
[3] Arjun Ghosh. A well-organized energy efficient cloud data center using simulated annealing optimization technique. International Journal of Advanced Research in Computer Science, volume 8, pages 974–977, 2017 [pdf].
Many more have been submitted and are still to be published........
In Conference Proceedings
[1] Arjun Ghosh and Nanda Dulal Jana, “Artificial Bee Colony Optimization based Optimal Convolutional Neural Network Architecture Design.” In 2022 IEEE 19th India Council International Conference (INDICON), pages 1-7, IEEE, 2022. DOI: 10.1109/INDICON56171.2022.10040217 [pdf].
[2] Arjun Ghosh and Nanda Dulal Jana, “Neural Architecture Search with Improved Genetic Algorithm for Image Classification.” In 2020 IEEE Computational Performance Evaluation (ComPE), pages 344–349. IEEE, 2020. DOI: 10.1109/ComPE49325. 2020.9200164182 [pdf].
[3] Sandipan Dhar, Anuvab Sen, Artitra Bandyopadhyay, Nanda Dulal Jana, Arjun Ghosh, and Zahra Sarayloo, “Differential evolution algorithm based hyper-parameters selection of convolutional neural network for speech command recognition,” Proceedings of the 15th International Joint Conference on Computational Intelligence - ECTA, pp. 315–322, 2023. DOI: 10.5220/0012251500003595. [pdf ]
[4] Arjun Ghosh. "Significance of holographic technology in modern world". In National Conference on Computational Technologies, volume 5, pages 43–45, 2017.
Book Chapter
[1] S. Dhar, A. Ghosh, S. Roy, A. Mazumdar, and N. D. Jana, “Hyperparameter optimization of cnn using genetic algorithm for speech command recognition,” in Advances in Data-driven Computing and Intelligent Systems. Lecture Notes in Networks and Systems, Volume 2, Springer, 2023, pp. 123–135, isbn: 2367-3389 [pdf].
Poster Presentation
[1] Arjun Ghosh and Nanda Dulal Jana, "An Overview of Neural Architecture Search for Image Classification Problems", Research Scholar Day, National Institute of Technology Durgapur, India, 2022.