Journals:

1. N. Venkata, MahaLakshmi and Ranjeet Kumar Rout.” Effective heart disease prediction  using improved particle swarm optimization algorithm and ensemble classification  technique." Soft Computing pp. 1-14. (2023). SCI (IF: 4.1) https://doi.org/10.1007/s00500- 023-08388-2

2. Venkata Maha Lakshmi N, Ranjeet Kumar Rout, “Heart Disease Prediction Using Improved-PSO And Ensemble Classifier.” Library Progress International, 44(3), 11285-11296, (2024)

3.  N. Venkata MahaLakshmi, and Ranjeet Kumar Rout. "An intelligence method for heart  disease prediction using integrated filter-evolutionary search based feature selection and  optimized ensemble classifier." Multimedia Tools and Applications (2023): 1-25, SCI (IF:  3.6) https://doi.org/10.1007/s11042-023-16924-3.

3. N. Venkata MahaLakshmi, and Ranjeet Kumar Rout. “A Novel Approach for Hyper tuning Hybrid MLP-CAtBoost Classifier using Mayfly Optimization for Detection of Heart  Disease”  in Health Services and Outcomes Research Methodology, (2025) Springer. https://doi.org/10.1007/s10742-025-00341-0

5   Reddy, A. M., Reddy, K. S., Jayaram, M., Venkata Maha Lakshmi, N., Aluvalu, R.,  Mahesh, T. R., Kumar, V. V., & Stalin Alex, D. (2022). An Efficient Multilevel  Thresholding Scheme for Heart Image Segmentation Using a Hybrid Generalized Adversarial  Network. In S. Bhattacharya (Ed.), Journal of Sensors (Vol. 2022, pp. 1–11). Hindawi  Limited. https://doi.org/10.1155/2022/4093658.  

6   Lakshmi, NV Maha, L. Kanya Kumari, and A. Rama Satish. "A study of classification algorithms using MapReduce framework." International Journal of Advanced Research in Computer Science and Software Engineering 5.5 (2015).

7   K. VIJAYA DURGA, N. V. MAHA LAKSHMI “Link De-Anomalous Approaches for an Online Trending Topics System” International Journal of Advanced Technology & Innovative Research ISSN 2348–2370 Vol.07,Issue.19, December-2015, Pages:3881-3885

Conference/Book Chapter:

1. N. Venkata MahaLakshmi, and Ranjeet Kumar Rout. “ An 8-Layered MLP Network  for Detection of Cardiac arrest at an early stage of Disease”, “International Conference  on Artificial Intelligence and Data Science (ICAIDS 2022)”, Communications in  Computer and Information Science, vol 1673. Springer, Cham.

https://doi.org/10.1007/978-3-031-21385-4_26

2. N. Venkata MahaLakshmi, and Ranjeet Kumar Rout. “A Novel Approach for  Feature Selection Using Artificial Neural Networks and Particle Swarm Optimization”. “Artificial Intelligence Technologies for Computational Biology”, Scopus https://doi.org/10.1201/9781003246688-7.

3. N. Venkata MahaLakshmi, and Ranjeet Kumar Rout. “A novel grid ANN for  prediction of heart disease”, “11th IEEE International Conference on Electronic Systems  Devices and Computing (ESDC) 2023”, IEEE Explore proceedings.  10.1109/ESDC56251.2023.10149871

4. N. Venkata MahaLakshmi, Sri Silpa Padmanabhuni, “Brain Stroke Prediction Using Deep Learning” IoT and Big Data Analytics, 2023, Vol. 5, 166-178,  10.2174/9789815196054123050012

5. N. Venkata MahaLakshmi., S. Y., Y. Surarchitha, A. L. Santhi, P. N. V. J. L. S.  Divya Jyothi and B. Kushilika, "Model for Optimal Feature Selection using Binary  Teaching Learning Based Optimization," 2022 IEEE 2nd Mysore Sub Section  International Conference (MysuruCon), 2022, pp. 1-8,  

          https://doi.org 10.1109/MysuruCon55714.2022.9972730.

Reviewer:

1.     Recognized Reviewer for Informatics in Medicine Unlocked Journal.  (Elsevier).

2.     Recognized Reviewer for Informatics in Soft Computing Journal (Springer).

3. IEEE International Conference on Electronic Systems Devices and  Computing (ESDC) 2023.

Books Published:

Published Basic Information Technology (BIT) book for B.Tech in 2009 by  Reem publications