Dr. Prashant Giridhar Shambharkar
Computer Science and Engineering
Phone:9999300458
Email: prashant.shambharkar@dtu.ac.in, drpgshambharkar@gmail.com
Qualifications
B.E.(CSE), M.Tech.(CSE),Phd (Comp. Engg)
Areas of Interest
Data Mining, Real Time Systems,Mobile health monitoring, IOT, Machine Learning, Deep Learning, Blockchain
B.E. From Amravati University, M.Tech From RGPV,Bhopal and Ph. D. from Jamia Millia Islamia, New Delhi and Working as an Assistant Professor in Department of Computer Science & Engineering having 19+ years teaching experience of various computer science and IT related subjects, worked in various committee at responsible position, worked as exam coordinator, counselor, mentor, time table in-charge, assistant center superintendent in university exam, center controller in UPSEE exam, Alumni Incharge, Organized Literary Activities, Dy. Chairperson Admission for B.Tech Programme under Continuing Education for Working Professionals, Dy. Coordinator PhD Admissions, Coordinator M.Tech Admissions, Dy. Coordinator IQAC, Faculty Coordinator for "Desh Ke Mentor" , Coordinator for Exploring Engineering, Hostel Warden etc.. Interests Artificial Intelligence, Knowledge and Data Engineering, Machine Learning, Real Time Systems, Deep Learning, IOT, BlockChain, Internet of Medical Things, Video Summerization.. 1. Ruchi Goel ,Topic "DESIGN AND ANALYSIS OF VIDEO SUMMARIZATION APPROACHES USING ARTIFICIAL INTELLIGENCE TECHNIQUES" Status: Awarded in November 2024 2. Nikhil Sharma (In Progress) 3. Neeraj Sagar (In Progress) 4. Silky Kharaliya (In Progress) 9 B.Tech Project Guidance 55+ Awards/Achievements DTU Commendable Research Award 2023, DTU Commendable Research Award 2020, Best Teacher Award for 2009, NET December 2012 Qualified, GATE 2003 Research Publications Journals S. No. Title Name of the Journal, Vol. No., Year ISSN/ ISBN Number 1 VSEM: A Hybrid Model for Video Summarization, Shambharkar, P.G., Goel, R. Journal of Information Science and Engineering, 2024, 40(6), pp. 1253–1271 2 Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment, Shambharkar, P.G., Sharma, N. Knowledge and Information Systems, 2024, 66(10), pp. 6001–6050 0219-3116 3 Auto encoder with mode-based learning for keyframe extraction in video summarization , Shambharkar, P.G., Goel, R. Expert Systems, 2023, 40(10), e13437 1468-0394 4 From video summarization to real time video summarization in smart cities and beyond: A survey, Shambharkar, P.G., Goel, R. Frontiers in Big Data, 2023, 5, 1106776 2624-909X 5 Movie trailer classification using deer hunting optimization based deep convolutional neural network in video sequences, Shambharkar, P.G., Doja, M.N. Multimedia Tools and Applications, 2020, 79(29-30), pp. 21197–21222 1380-7501 6 Multimodal KDK classifier for automatic classification of movie trailers, Shambharkar, P.G., Doja, M.N., Chandel, D., Bansal, K., Taneja, K. International Journal of Recent Technology and Engineering, 2019, 8(3), pp. 8481–8490 ISSN: 2277-3878 7 Automatic annotation of events and highlights generation of cricket match videos , Agarwal, S., Singh, N.K., Shambharkar, P.G. International Journal of Innovative Technology and Exploring Engineering, 2019, 8(11), pp. 3878–3881 ISSN: 2278-3075 8 Multiple Resource Management and Burst Time Prediction using Deep Reinforcement Learning IRED scientific publications International Journal of Advances in Computer Science & Its Applications–IJCSIA 2019 Page(s) : 131-138 2250 - 3765 9 Video Classifier Using Keywords in User Comments International Journal of Engineering Technology Science and Research IJETSR www.ijetsr.com Volume4,Issue7July2017 ISSN2394–3386 Book Chapters S.N. Title with page no. Book Title, editor & publisher ISSN/ISBN No. Whether peer reviewed. 1 IoT Securities: Applications, Security Issues and Solutions Using Diverse Technologies, Bajaj, L., Sharma, N., Shambharkar, P.G. Reshaping Intelligent Business and Industry: Convergence of AI and IoT at the Cutting Edge, 2024, pp. 157–187 978-111990520-2 Peer reviewed 2 Study on Optimizing Feature Selection in Hate Speech Using Evolutionary Algorithms, Harsh Mittal, Kartikeya Singh Chauhan, Prashant Giridhar Shambharkar Emerging Technologies in Data Mining and Information Security , pp 707–720 Lecture Notes in Networks and Systems ((LNNS,volume 490)) 2367-3389 Peer reviewed 3 A Novel Intrusion Detection System Using Deep Learning, Singhania, T., Agarwal, V., Sunakshi, Giridhar, P.S., Gupta, T. (2022) Advances in Intelligent Systems and Computing ((AISC,volume 1394)) Peer reviewed 4 Multi Class Classification of Actors in Movie Trailer pp.953-965 Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences Mayank Dave, Ritu Garg, Mohit Dua, Jemal Hussien, Springer Singapore 978-981-15-7533-4 Peer reviewed 5 Automatic face recognition and finding occurrence of actors in movies pp 115-129 Part of the Lecture Notes in Networks and Systems book series (LNNS, volume 145) 978-981-15-7345-3 Peer reviewed 6 Activity Prediction for Elderly Using Radio-Frequency Identiï¬cation Sensors Pages 137-151 Evolutionary Computing and Mobile Sustainable Networks Proceedings of ICECMSN 2020 Springer 978-981-15-5258-8 Peer reviewed Conferences S.N. Title Conference Proceedings with Vol. Year & Page No. ISSN/ISBN No. Whether peer reviewed. Impact factor, if any 1 A Systematic Literature Review of the Emerging Technologies used in Securing Healthcare Data , Nikhil Sharma; Prashant Giridhar Shambharkar 2024 12th International Conference on Internet of Everything, Microwave, Embedded, Communication and Networks (IEMECON), 24-26 October 2024 , IEEE, Jaipur, India 979-8-3503-8731-5 Peer Reviewed 2 AttnHAR: Human Activity Recognition using Data Collected from Wearable Sensors , Monaal Sethi; Manav Yadav; Mayank Singh; Prashant Giridhar Shambharkar 2023 6th International Conference on Information Systems and Computer Networks (ISCON), 03-04 March 2023, IEEE, Mathura, India 979-8-3503-4696-1 Peer Reviewed 3 Smart Blockchain Secured Application for Healthcare: SBSAH, Aradhya Singh Bisht; Amit Kumar Jha; Ankit Tomar; Prashant Giridhar Shambharkar 2023 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) , 15-16 December 2023, IEEE, Greater Noida, India 979-8-3503-3086-1 Peer Reviewed 4 TAVM: A Novel Video Summarization Model Based on Text, Audio and Video Frames , Prashant Giridhar Shambharkar; Ruchi Goel 2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS) , 01-03 November 2023, IEEE, Tashkent, Uzbekistan 979-8-3503-4233-8 Peer Reviewed 5 Blockchain-Enabled IoT (B-IoT): Overview, Security, Scalability & Challenges , Jaiminkumar Moghariya; Prashant Giridhar Shambharkar 2023 Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON) , 23-24 August 2023, IEEE, Bangalore, India 979-8-3503-3994-9 Peer Reviewed 6 Industrial IoT: Overview, Enabled Technologies, Recent Case Studies & Challenges 2023 Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON) , 23-24 August 2023, IEEE, Bangalore, India 979-8-3503-3994-9 Peer Reviewed 7 Leveraging Multimodal Information in Speech Data for the Non-Invasive Detection of Alzheimer’s Disease 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) , 06-08 July 2023, IEEE, Delhi, India 979-8-3503-3509-5 Peer Reviewed 8 Exploring the Efficacy of Deep Learning Models for Multiclass Toxic Comment Classification in Social Media Using Natural Language Processing , Prashant Giridhar Shambharkar; Hastej Singh; Harshit Raj Raghav; Hilansh Verma 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), 25-26 May 2023, IEEE, Chennai, India 979-8-3503-1590-5 Peer Reviewed 9 CNN based Deep Learning Approach for Brain Tumor Detection in MRI Images, Abhay Garg; Aditya Chauhan; Amar Sahgal; Prashant Giridhar Shambharkar 2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 04-06 May 2023 , IEEE, Salem, India 978-1-6654-5630-2 Peer Reviewed 10 Early Detection of Alzheimer's Disease: The Importance of Speech Analysis , Kritesh Rauniyar; Shuvam Thakur; Aayush Nevatia; Prashant Giridhar Shambharkar 2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 04-06 May 2023 , IEEE, Salem, India 978-1-6654-5630-2 Peer Reviewed 11 Plant Disease Detection And Prevention Using Deep Learning , Prashant Giridhar Shambharkar; Saurabh Sharma 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), 17-18 March 2023 , IEEE, Coimbatore, India 979-8-3503-9737-6 Peer Reviewed 12 Deep Learning Methods For COVID-19 Mitigation: Applications, Challenges and Future, Siddhant Bikram Shah; Aashish Bhandari; Prashant Giridhar Shambharkar Implications 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), 04-05 November 2022 , IEEE, Greater Noida, India 978-1-6654-6200-6 Peer Reviewed 13 GenGen: Analysing the Performance of Transformer-based Encoder-Decoder in a General Natural Language Generation Paradigm, Angad Sethi; Aman Kumar Gond; Abhishek Kumar Singh; Prashant Giridhar Shambharkar 2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC) , 09-11 May 2022, IEEE, Salem, India 978-1-6654-9710-7 Peer Reviewed 14 The Confluence of AI and Blockchain in Tackling the COVID-19 Pandemic , Aashish Bhandari; Siddhant Bikram Shah; Prashant Giridhar Shambharkar 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), 03-05 October 2022 , IEEE, Kharagpur, India 978-1-6654-5262-5 Peer Reviewed 15 Security Threats & Attacks in IoV Environment: Open Research Issues and Challenges , Abhay Garg; Aditya Chauhan; Prashant Giridhar Shambharkar 2022 Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT, 11-12 August 2022 , IEEE, Kannur, India 978-1-6654-1005-2 Peer Reviewed 16 Enhancing Spam Detection on SMS performance using several Machine Learning Classification Models , Tarandeep Singh; Tushar Anupam Kumar; Prashant Giridhar Shambharkar 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) , 28-30 April 2022, IEEE, Tirunelveli, India 978-1-6654-8328-5 Peer Reviewed 17 Comparative Study on Handwritten Digit Recognition Classifier Using CNN and Machine Learning Algorithms, Tanuja Kumari; Yatharth Vardan; Prashant Giridhar Shambharkar; Yash Gandhi 2022 6th International Conference on Computing Methodologies and Communication (ICCMC), 29-31 March 2022, IEEE, Erode, India 978-1-6654-1028-1 Peer Reviewed 18 COVID-19 Diagnosis Using Machine Learning Techniques, Yashaswini Yeramalli; Shachi Intodia; Prashant Giridhar Shambharkar 2022 International Conference on Communication, Computing and Internet of Things (IC3IoT), 10-11 March 2022 , IEEE, Chennai, India 978-1-6654-7995-0 Peer Reviewed 19 Applicability of ML-IoT in Smart Healthcare Systems: Challenges, Solutions & Future Direction , Nikhil Sharma; Prashant Giridhar Shambharkar 2022 International Conference on Computer Communication and Informatics (ICCCI) , 25-27 January 2022, IEEE, Coimbatore, India 978-1-6654-8035-2 Peer Reviewed 20 Analysis of Real Time Video Summarization using Subtitles, Prashant Giridhar Shambharkar; Ruchi Goel 2021 International Conference on Industrial Electronics Research and Applications (ICIERA)22-24 December 2021, IEEE, New Delhi, India 978-1-6654-3542-0 Peer Reviewed 21 Generating Caption for Image using Beam Search and Analyzation with Unsupervised Image Captioning Algorithm, Prashant Giridhar Shambharkar; Priyanka Kumari; Pratik Yadav; Rajat Kumar 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), 06-08 May 2021, IEEE, Madurai, India 978-1-6654-1272-8 Peer Reviewed 22 Movie genres and beyond: An analytical survey of classification techniques, Avleen Singh Mehal; Kalpana Meena; Rijul Bir Singh; Prashant Giridhar Shambharkar 2021 5th International Conference on Trends in Electronics and Informatics (ICOEI), 03-05 June 2021, IEEE, Tirunelveli, India 978-1-6654-1571-2 Peer Reviewed 23 Genre Classification of Movie Trailers using 3D Convolutional Neural Networks, Prashant Giridhar Shambharkar; Pratyush Thakur; Shaikh Imadoddin; Shantanu Chauhan; M N Doja 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India 978-1-7281-4876-2 Peer Reviewed 24 Localization of User in an Indoor Environment Using Machine Learning Classification Models, Manish Kumar; Manish Rawat; Prashant Giridhar Shambharkar 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India 978-1-7281-4876-2 Peer Reviewed 25 Understanding and Analyzing Methods of Character Identification in Movies, Prashant Giridhar Shambharkar; Anubhav Gupta; Anirudh Gupta; Anshuman; M. N. Doja 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India 978-1-7281-4876-2 Peer Reviewed 26 A Survey Paper on Movie Trailer Genre Detection, Prashant G. Shambharkar; Anshul Anand; Anshul Kumar 2020 International Conference on Computing and Data Science (CDS), 01-02 August 2020 , IEEE, Stanford, CA, USA 978-1-7281-7106-7 Peer Reviewed 27 A Survey on Schedulability Analysis of Rate-Adaptive Tasks, Prashant Giridhar Shambharkar; Siddhant Bhambri; Arnav Goel; M. N. Doja 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), 14-16 February 2019 , IEEE, Faridabad, India 978-1-7281-0211-5 Peer Reviewed 28 Automatic classification of movie trailers using data mining techniques: A review, Prashant G. Shambharkar; M N Doja 2015 International Conference on Computing, Communication & Automation, 15-16 May 2015 , IEEE, Greater Noida, India 978-1-4799-8890-7 Brief Biodata
Phd guidance
M.Tech Guidance
Responsibilities/Participation
Last Updated : 2025-03-18 13:30:06