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Personal Details
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| Name | Dr NITIN SINGH RAJPUT |
| Designation | Assistant Professor |
| Department | Information and Communication Technology, School of Technology |
| Email | Nitin.Rajput@sot.pdpu.ac.in |
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Educational Qualifications
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| Ph.D (Computer Science , Birla Institute of Technology and Science Pilani RJ INDIA), 2020 |
| M.Tech. (ICT, DAIICT Gandhinagar), 2010 |
| B.E. (IT, RGPV Bhopal), 2006 |
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Professional Affiliation
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Awards
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Publications / Articles / Conference
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| Articles/Chapters Published in the books |
| 'Deep Learning Tactics for Neuroimaging Genomics Investigations in Alzheimer's Disease', John Wiley & Sons, Inc., Jun 2024 |
| 'Automated Sleep Staging Using Single-Channel EEG Signal Based on Machine Learning Approaches', CRC Press, Jan 2023 |
| ' SleepEEG Study: Automated Sleep Stage System with Machine Learning Techniques', NOVA, Aug 2022 |
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| Published Papers in Journals |
| 'Amalgamating Vehicular Networks With Vehicular Clouds, AI, and Big Data for Next-Generation ITS Services', IEEE Transaction on Intelligent Transportation Systems, pp. 869 -883, Jan 2024, DOI : https://doi.org/10.1109/TITS.2023.3234559 |
| 'Evolution of cooperation in vehicular cloud assisted networks for ITS services: A hunt game-based approach', Future Generation Computer Systems, pp. 62-77, Sep 2023, DOI : https://doi.org/10.1016/j.future.2023.04.013 |
| 'A Deep Learning Approach to Automated Sleep Stages Classification Using Multi-Modal Signals', Procedia Computer Science, pp. 867-876, Feb 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.067 |
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| Full Papers in Conference Proceedings |
| 'Enhancing EEG-Based Sleep Stage Prediction Using Machine Learning Techniques', International Conference on Information and Communication Technology for Intelligent Systems, pp. 1-14, Oct 2024, DOI : https://doi.org/10.1007/978-981-97-6675-8_46 |
| 'Deep Reinforcement Learning Based Intelligent Approach to Channel Allocation for Effective Communications in Vehicle Platoon Systems', International Conference on Information and Communication Technology, pp. 1-6, Dec 2024, DOI : https://doi.org/10.1109/CICT64037.2024.10899647 |
| 'Recent Trends in EEG-Based Sleep Staging Classification and Analysis: A Comprehensive Review of the Latest Approaches', International Health Informatics Conference (IHIC 2023), pp. 439-454, Dec 2024, DOI : https://doi.org/10.1007/978-981-97-7190-5_30 |
| 'Investigating IEEE 802.11p Communications for Transmitting Basic Safety Messages in Vehicle Platoons on Expressways', International Conference on Information and Communication Technology, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/CICT64037.2024.10899510 |
| 'Breast Cancer: Automatic Detection from Mammogram Images by Utilizing Deep Learning Methods', 2nd International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering, ICSTACE 2023, pp. 299-309, Jan 2024, DOI : https://doi.org/10.1007/978-981-99-9235-5_22 |
| 'Assessment of a Novel Single-Channel EEG Method for Automated Recognition of Sleep Phases', 15th International Conference on Computing Communication and Networking Technologies, pp. 1-6, Nov 2024, DOI : https://doi.org/10.1109/ICCCNT61001.2024.10725286 |
| 'Modeling Reliability for Vehicle Platoon Communications: Heading out on Expressways', 2023 IEEE Global Communications Conference, GLOBECOM 2023, pp. 6050-6055, Mar 2024, DOI : https://doi.org/10.1109/GLOBECOM54140.2023.10436742 |
| 'Deep Convolutional Neural Network for Multi-class Classification of Motor Imagery from EEG Signals', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, pp. 1-6, Mar 2024, DOI : https://doi.org/10.1109/ICRASET59632.2023.10420144 |
| 'Effective Automated Drowsiness Detection System Based on Machine Intelligence Techniques', 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), pp. 1-6, Oct 2023, DOI : https://doi.org/10.1109/AIC57670.2023.10263966 |
| 'Addressing Localization and Hole Identification Problem in Wireless Sensor Networks', International Conference on Computational Intelligence and Data Engineering, pp. 307 -317, Jun 2023, DOI : https://doi.org/10.1007/978-981-99-0609-3_21 |
| 'On Stochastic Modeling of Robustness Parameter for Resilience Communications in Vehicle Platoons', GLOBECOM 2022 - 2022 IEEE Global Communications Conference, pp. 1-6, Dec 2022, DOI : https://doi.org/10.1109/GLOBECOM48099.2022.10001346 |
| 'AutoSleepNet: A Multi-Signal Framework for Automated Sleep Stage Classification', 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 2022, pp. 1-6, Jun 2022, DOI : https://doi.org/10.1109/AIC55036.2022.9848873 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Investigating IEEE 802.11 p Communications for Transmitting Basic Safety Messages in Vehicle Platoons on Expressways', 2024 IEEE 8th International Conference on Information and Communication Technology (CICT), Dec 2024 |
| 'Deep Reinforcement Learning Based Intelligent Approach to Channel Allocation for Effective Communications in Vehicle Platoon Systems', 2024 IEEE 8th International Conference on Information and Communication Technology (CICT), Dec 2024 |
| 'Breast Cancer: Automatic Detection from Mammogram Images by Utilizing Deep Learning Methods', 2nd International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering, ICSTACE 2023, jan 2023 |
| 'Effective Automated Drowsiness Detection System Based on Machine Intelligence Techniques', 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023, jul 2023 |
| 'Deep Convolutional Neural Network for Multi-class Classification of Motor Imagery from EEG Signals', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, Nov 2023 |
| 'Breast Cancer: Automatic Detection from Mammogram Images by Utilizing Deep Learning Methods', 2nd International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering, ICSTACE 2023, jan 2023 |
| 'Addressing Localization and Hole Identification Problem in Wireless Sensor Networks', Springer, aug 2022 |
| 'On Stochastic Modeling of Robustness Parameter for Resilience Communications in Vehicle Platoons', GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Dec 2022 |
| 'AutoSleepNet: A Multi-Signal Framework for Automated Sleep Stage Classification', Rajkiya Engineering College, Sonbhadra, India Technically supported by Soft Computing Research Society, jun 2022 |
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