Dr. Praveen Singh Thakur

1. Area of Specialization:- Machine Learning, Imbalance Learning, Software Quality
2. Total Work Experience:- 6 Years
   • Teaching:- 6 Years
   • Industry:- NA
3. Certifications/Diploma:-
4. Professional Membership:-
5. Awards & Achievements:-
   • Qualified GATE exam in 2012, 2014, 2019, and 2021 in Computer Science and Engineering.
   • Qualified GATE exam in 2024 in Data Science and Artificial Intelligence.
   • Qualified UGC Net exam in 2018
6. Email ID- praveen.thakur@nmims.edu
7. Total Conference Attended National & International:- 3
   • 12th International Conference on Big Data and Artificial Intelligence (BDA) – Presented the paper "Evaluating Deep Learning Embedding Techniques for Code Smell Detection.”
   • 2022 IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA) – Presented the paper "Text Augmentation based Imbalance Learning for Unstructured Text Data.”
   • 2015 Second International Conference on Advances in Computing and Communication Engineering – Presented the paper "Technique for Estimation of the Position of the Pirate in-Theater Piracy.”
8. Total Patents :- NA
9. Total Book Published: - NA
10. Total Book Chapters:- NA
11. Total Publications:- 5
    • Praveen Singh Thakur, Mahipal Jadeja, and Satyendra Singh Chouhan. "CBReT: A Cluster-Based Resampling Technique for dealing with imbalanced data in code smell prediction." Knowledge-Based Systems 286 (2024): 111390.
    • Praveen Singh Thakur, Mahipal Jadeja, and Satyendra Singh Chouhan. "Enhancing software code smell detection with modified cost-sensitive SVM." International Journal of System Assurance Engineering and Management (2024): 1-15.
    • Praveen Singh Thakur, Mahipal Jadeja, and Satyendra Singh Chouhan. "Text Augmentation based Imbalance Learning for Unstructured Text Data." In 2022 IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), pp. 73-77. IEEE, 2022.
    • Praveen Singh Thakur, Shishir Kumar, Prabhat K Mahanti, "Effective Approach to Determine the Approximate Position of the Pirate in the Theater ", Published in AISS: Advances in Information Sciences and Service Sciences, Vol. 8, No. 5, pp. 24 ~ 34, 2016.
    • Praveen Singh Thakur, and Shishir Kumar. "Technique for Estimation of the Position of the Pirate in-Theater Piracy." In 2015 Second International Conference on Advances in Computing and Communication Engineering, pp. 515-518. IEEE, 2015.
12. Total Research :- (Number with details)
13. Total Webinar/Workshops/FDPs Attended: – NA