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• Ph.D. from NIT Raipur (2023)
• MTech in Information Technology from NIT Raipur (2017)
• BE in CSE from PRMITR Badnera (2015)

• July 24 2023 to June 28 2024 – Assistant Professor, CSE Dept. MANIT Bhopal.
• September 24 2017 to August 22 2018 – Junior Research Fellow, NIT Raipur

• 5th Sem, CSE B.Tech- Data Science (July 2023- December 2023), MANIT Bhopal
• 8th Sem, CSE B.Tech- Data Science (January 2024 – June 2024), MANIT Bhopal
• 2nd Sem, AC M.Tech- Optimization Techniques (January 2024 – June 2024), MANIT Bhopal

• Biomedical signal processing
• Machine Learning

International Journals:

1.  Kose, Mangesh R., Mitul K. Ahirwal, and Mithilesh Atulkar. "A divide and conquer approach for in-depth analysis of brain connectivity network using ordinal sequence based characterizer." Multimedia Tools and Applications (2024) DOI : 10.1007/s11042-024-19401-7 (SCIE, IF: 3.0)

2.  Kose, Mangesh R., Mitul K. Ahirwal, and Mithilesh Atulkar. "Weighted ordinal connection based functional network classification for schizophrenia disease detection using EEG signal." Physical and Engineering Sciences in Medicine (2023): 1-16. (SCIE, IF: 2.4)

3.  Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Mithilesh Atulkar, “EEG based variable node functional network comparison for multiclass brain disease detection using stacked ensemble model”. Int. J. of Biomedical Engineering and Technology (Scopus)

4.  Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Mithilesh Atulkar. "Dynamic characterization of functional brain connectivity network for mental workload conditions using an effective network identifier." International Journal of Information Technology (2023): 1-10. (Scopus)

5.  Kose, M.R., Mitul Kumar Ahirwal, Kumar, A. “A new approach for emotion recognition through EOG and EMG signals.” Signal Image and Video processing (2021). https://doi.org/10.1007/s11760-021-01942-1. (SCIE, IF: 2.0)

6.  Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Rekh Ram Janghel. "Descendant adaptive filter to remove different noises from ECG signals." International Journal of Biomedical Engineering and Technology 33, no. 3 (2020): 258-273. (Scopus)

7.  Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Rekh Ram Janghel. "Principal and independent component-based analysis to enhance adaptive noise canceller for electrocardiogram signals." International Journal of Biomedical Engineering and Technology 38.1 (2022): 1-28. (Scopus)

8.  Mitul Kumar Ahirwal and M.R. Kose. "Audio-visual stimulation-based emotion classification by correlated EEG channels", Health and Technology (Springer), Vol. 10 (1), 2020, pp.7-23. (Scopus, IF: 3.1)

International Conferences:

1. Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Mithilesh Atulkar. "A Review on Biomedical Signals with Fundamentals of Digital Signal Processing." Artificial Intelligence Applications for Health Care (2022): 23-48.

2. Kose, Mangesh Ramaji, Mithilesh Atulkar, and Mitul Kumar Ahirwal. "Feature extraction and comparison of eeg-based brain connectivity networks using graph metrics." Machine Vision and Augmented Intelligence—Theory and Applications: Select Proceedings of MAI 2021. Springer Singapore, 2021.

3. Ahirwal, M. K., & Kose, M. R. (2021). Development of emotional decision-making model using EEG signals. In Evolution in Computational Intelligence: Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 1 (pp. 281-286). Springer Singapore.

4. Ahirwal, M. K., & Kose, M. R. (2018, February). Emotion recognition system based on EEG signal: a comparative study of different features and classifiers. In 2018 second international conference on computing methodologies and communication (iccmc) (pp. 472-476). IEEE.

Book Chapters:

 1. Kose, Mangesh Ramaji, Mitul Kumar Ahirwal, and Mithilesh Atulkar. "A Review on Biomedical Signals with Fundamentals of Digital Signal Processing." Artificial Intelligence Applications for Health Care (2022): 23-48.