Journal Publications

Kumar, Beesetti & Bilgaiyan, Saurabh & Mishra, B.. (2023). Software Effort Estimation through Ensembling of Base Models in Machine Learning using a Voting Estimator. International Journal of Advanced Computer Science and Applications. 14. 10.14569/IJACSA.2023.0140222.(Scopus and WoS)

Kumar, B. K. ., Bilgaiyan, S. ., & Mishra, B. S. P. . (2023). Enhancing Software Effort Estimation Through Stacked Deep Learning Models. International Journal of Intelligent Systems and Applications in Engineering, 11(4), 422–430. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/3539

Kumar, B. K. ., Bilgaiyan, S. ., & Mishra, B. S. P. . (2023). Software Effort Estimation Based on Ensemble Extreme Gradient Boosting Algorithm and Modified Jaya Optimization Algorithm (International Journal of Computational Intelligence and Applications). https://doi.org/10.1142/S1469026823500323

Kumar, B. K. ., Dogga, Ashwini. (2025). A Synergistic Approach to Software Effort Estimation Using Fuzzy Logic and Machine Learning. Journal of Information Systems Engineering and Management. 10. 1-9. 10.52783/jisem.v10i19s.2968.

Kumar, B. K. et.al.(2024). FMHADP: Design of an Efficient Pre-Forensic Layer for Mitigating Hybrid Attacks via Deep Learning Pattern Analysis. Journal of Harbin Technology. Retrieved from 10.11916/j.issn.1005-9113.2023098.(Scopus)

International and National Conferences

Presented a paper titled “A multi objective Jaya algorithm for software development effort estimation” in IEEE Conference (Scopues Indexed) IC3P-2022.

Kiran Kumar, B., Rekha Sundari, M., Surekha, A. (2024). A Deep Learning-Based Technique for Evaluation of Estimation in Software Development. In: Roy, S., Sinwar, D., Dey, N., Perumal, T., R. S. Tavares, J.M. (eds) Innovations in Computational Intelligence and Computer Vision. ICICV 2024. Lecture Notes in Networks and Systems, vol 1116. Springer, Singapore. https://doi.org/10.1007/978-981-97-6995-7_22

Patents

1 Filed, 1 Published

TITLE OF THE INVENTION: IoT-Enabled Road Surface Monitoring System with Machine Learning-Based Pothole Detection (Application number: 202541002129 A) published on 9/1/2025. 

NIL

Organized

Got a sanction of 4,25,000/- from AICTE for organizing an FDP on title "Data aggregation scheme on e-health cloud with privacy preserving “ and was organized from 02-08-2019 to 16-08-2019". 

Participated

Attended a one week FDP on “Wireless Sensor Networks-Issues & Challenges “at Pondicherry Engineering College, Pondicherry from 2nd -6th Dec 2013.

Participated in a “Two Day national seminar on Video Analytics and Image Processing Applications from Feb 21st – 22nd2014 organized by VR SIDDHARTHA College, Vijayawada with support with ADRIN and DOS.

Attended a one week FDP on “Data Mining and Data Analysis “at NIT Campus, Tiruchirappalli from 10th-14th March 2014.

Participated in a Two-week ISTE Workshop on Pedagogy for “Effective use of ICT  in Engineering Education” conducted by Indian Institute of Technology, Mumbai.

Attended workshop on “Big Data Analytics” from 20th-21st August2015 organized by Indian Statistical Institute, Kolkata.

Attended workshop on “Code Based Crypto” from 28th-30thSeptember2015 organized by CRRAO Institute, Central University Hyderabad.

Attended a one week FDP on “R Programming for Engineers”, Organized by the E&ICT Academy, NIT, Warangal, from 12th June-17th June, 2017.

Attended a one week FDP on “Python for Data Science”, Organized by the NIT, Warangal, from 12th July-17th July, 2018.

Worked as an Associate Professor in ANITS, Sangivalasa form 1-11-2024 to 15.5.2025.

Worked as an Assistant Professor in ANITS, Sangivalasa form 16-2-2023 to 31.10.2024.

Worked as Assistant Professor in GMRIT, Rajam from 5-07-2021 to 30-5-2022.

Worked as Assistant Professor in Raghu Institute of Technology, Dakamarri, Vizag from 25-05-2017 to 04-7-2021.

Worked as Assistant Professor in Shri Vishnu Engineering College for Women (Ratified by the University), Bhimavaram from 20/06/2013 to 02/01/2016.

Worked as Assistant Professor in Welfare institute of science technology and Management, Visakhapatnam from 06/06/2011 to 19/06/2013.

Worked as Assistant Professor in Sri Prakash College of engineering during the periodfrom15/08/2008 to 10/05/2009.

Computer Society of India

NIL