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• PhD in Parallel Computing from VNIT Nagpur (2017)
• M.E. in CSE from MGMCoE Nanded (2011)
• B. E. in Computer Technology form KITS Ramtek Nagpur (2003)

• 2022 to till date – Assistant Professor IIIT Nagpur
• 2020 to 2022 – Head of the Department & Assistant Professor IIIT Nagpur
• 2018 to 2020 – Assistant Professor IIIT Nagpur
• 2016 to 2018 – Assistant Professor SVPCET Nagpur
• 2007 to 2011 – Assistant Professor KITS Ramtek Nagpur
• 2005 to 2006 – Lecturer KITS Ramtek Nagpur

• 5th Sem CSE - Database Management Systems (2018-19, 2019-20, 2020-21,2021-22, 2022-23)
• 2nd Sem ECE – Data Structures (2021-22)
• 7th Sem CSE – Quantum Computing (2021-22, 2022-23)
• 4th Sem CSE - Algorithms (2018-19, 2019-20, 2022-23)

Link to IRINS/Vidwan Research Profile

Area of Research

• Deep Learning, Machine Learning
• Information Security, BlockChain
• Parallel Computing, Quantum Computing
• Data Science, Data Mining

Funded Research Project

• Research funding under EMEQ Scheme, SERB, India – Cost: 12,59,600/- Rupees. The title of project - “New Authentication Techniques for Telecare Medicine Information System”. Period: 2 Years.

Research Project

Reviewer for Journals / Conferences:

• The Imaging Science Journal, Taylor & Francis – SCI
• Computers, Materials & Continua – Tech Science Press - SCI
• International Journal of Engineering (IJE), Tehran, Iran
• IEEE Transactions on Dependable and Secure Computing – SCI
• Computers in Biology and Medicine - An International Journal – Elsevier – SCI
• Journal of The Institution of Engineers (India) – Series B – Springer
• Security and Privacy – Wiley
• CIT. Journal of Computing and Information Technology – University of Zagreb Faculty of Electrical Engineering and Computing
• Transactions on Computational Science – Springer
• Bulletin of Electrical Engineering and Informatics - Scopus
• Applied Science – MDPI - SCI
• Journal of the National Science Foundation (JNSF) - SCI
• Symmetry – MDPI - SCI

Internship Completed:

2019

• Saket Chaturvedi, PCE, Nagpur (Period: 2 Months)
  • Publication: S. Chaturvedi, Jitendra V. Tembhurne, Tausif Diwan, “A Multi-Class Skin Cancer Classification using Deep Convolutional Neural Networks”, Multimedia Tools and Applications, 79(39), pp. 28477-28498. (4th August 2020). Indexed in SCI. IF 2.7.
  • Pursuing PhD in Computer Science (Jan – 2021) at Michigan Technological University, Houghton, MI 49931, United States.

2020

• Anupama Hazarika, Tezpur University, Tezpur (Period: 2 Months)
  • Publication: Jitendra V. Tembhurne, Anupama Hazarika, Tausif Diwan, “BrC-MCDLM: Breast Cancer Detection Using Multi-Channel Deep Learning Model”, Multimedia Tools and Applications, 80(21), 31647-31670, 2021. (July 2021). DOI: 10.1007/s11042-021-11199-y. Indexed in SCI. IF 2.7.
• Moin Almin, Tezpur University, Tezpur (Period: 2 Months)
  • Publication: Jitendra V. Tembhurne, Md. Moin Almin and Tausif Diwan, “Mc-DNN: Fake News Detection using Multi-channel Deep Neural Networks”, International Journal on Semantic Web and Information Systems (IJSWIS), 18(1), 1-20, 2022. (Jan -2022). Doi: 10.4018/IJSWIS.295553. Indexed in SCI. IF 1.74.
  • Software Engineer at Zaloni Technologies India Pvt. Ltd., Assam, India (July - 2021)
• Tarun Saxena, IIIT Nagpur (Period: 2 Months)
  • Publication: Jitendra V. Tembhurne, Tarun Saxena and Tausif Diwan, “Identification of plant disease using multi-level classification deep model”, International Journal of Ambient Computing and Intelligence (IJACI), Volume 13, Issue 1, 2022. Indexed in SCI. IF 3.87.
  • Pursuing MS Artificial Intelligence (Sept – 2022)Northeastern University, Boston
• S. Arvind, IIIT Nagpur (Period: 2 Months)
  • S Arvind, Jitendra V. Tembhurne, Tausif Diwan, Parul Sahare, “Improvised Light Weight Deep CNN based U-Net for the Semantic Segmentation of Lungs from Chest X-Ray”, Results in Engineering, (2023): 100929. Indexed in SCOPUS. IF 4.06.

2021

• Nachiketa Hebbar, VIT University, Vellore (Period: 2 Months)
  • Jitendra V. Tembhurne, Nachiketa Hebbar, Hemprasad Patil, Tausif Diwan, “Skin Cancer Detection Using Ensemble of Machine Learning and Deep Learning Techniques”, Multimedia Tools and Applications, (2023). DOI:  https://doi.org/10.1007/s11042-023-14697-3. Indexed in SCI. IF 2.7.
• JDP Rithvik and B. Siva Anilkumar Reddy, VIT University, Vellore (Period: 2 Months)
  • Topic: Deep Learning for image steganography

Patents:

2021

Publications:

2023

• Dipak Wajgi, Jitendra V. Tembhurne, “Clustering Based RSSI and AOA combination for Localization in Wireless Sensor Networks”, International Journal of Communication Networks and Distributed Systems, Accepted, 2023. Indexed in SCOPUS. IF 1.54.
• Parul Sahare, Jitendra V. Tembhurne, Mayur R. Parate, Tausif Diwan and Sanjay B. Dhok, “Script independent text segmentation of document images using graph network based shortest path scheme”, International Journal of Information Technology, 9th March 2023. DOI: https://doi.org/10.1007/s41870-023-01230-w.
• Jitendra V. Tembhurne, Nachiketa Hebbar, Hemprasad Y. Patil, Tausif Diwan, “Skin Cancer Detection Using Ensemble of Machine Learning and Deep Learning Techniques”, Multimedia Tools and Applications, (2023). DOI: https://doi.org/10.1007/s11042-023-14697-3. 16th Feb 2023. Indexed in SCI. IF 2.7.
• Jitendra V. Tembhurne, Saurav M. Gajbhiye, Vedant R. Gannarpwar, Harshal R. Khandait, Purva R. Goydani, Tausif Diwan, “Plant Disease Detection Using Deep Learning Based Mobile Application”, Multimedia Tools and Applications, (2023). DOI: https://doi.org/10.1007/s11042-023-14541-8. 10th Feb 2023. Indexed in SCI. IF 2.7.
• S Arvind, Jitendra V. Tembhurne, Tausif Diwan, Parul Sahare, “Improvised Light Weight Deep CNN based U-Net for the Semantic Segmentation of Lungs from Chest X-Ray”, Results in Engineering, (2023): 100929. DOI: https://doi.org/10.1016/j.rineng.2023.100929. 7th Feb 2023. Indexed in SCOPUS. IF 4.06.

2022

• Saroj Panda, Tausif Diwan, O. G. Kakde, Jitendra V. Tembhurne, “Improvised Detection of Deepfake from Visual Inputs Using Light Weight Deep Ensemble Model”, Multimedia Tools and Applications, 1-18, December 2022. DOI: 10.1007/s11042-022-14307-8. Indexed in SCI. IF 2.7.
• Parul Sahare, Jitendra V. Tembhurne, Mayur R. Parate, Tausif Diwan and Sanjay B. Dhok, “Script-Independent Text Segmentation from Document Images”, International Journal of Ambient Computing and Intelligence (IJACI), 13(1), November 2022, Pages: 21. DOI: 10.4018/IJACI.313967. Indexed in SCOPUS. IF 3.87.
• Jitendra V. Tembhurne, Tarun Saxena and Tausif Diwan, “Identification of plant disease using multi-level classification deep model”, International Journal of Ambient Computing and Intelligence (IJACI), 13(1), September 2022, Pages: 21. DOI: 10.4018/IJACI.309408. Indexed in SCOPUS. IF 3.87.
• Tausif Diwan, G. Anirudh and Jitendra V. Tembhurne, “Object Detection using YOLO: Challenges, Architectural Successors, Datasets and Applications,” Multimedia Tools and Applications, 82, 9243–9275, 2023. (8th August 2022). DOI: https://doi.org/10.1007/s11042-022-13644-y. Indexed in SCI. IF 2.7.
• Tausif Diwan, Rohan Shukla, Ekta Ghuse, and Jitendra V. Tembhurne, “Model Hybridization & Learning Rate Annealing for Skin Cancer Detection”, Multimedia Tools and Applications, 82, 2369–2392 (2023). (23 June 2022). DOI: https://doi.org/10.1007/s11042-022-12633-5. Indexed in SCI. IF 2.7.
• Tausif Diwan and Jitendra V. Tembhurne, “Sentiment Analysis: A Convolutional Neural Network Perspective”, Multimedia Tools and Applications, 3 June 2022. DOI: https://doi.org/10.1007/s11042-021-11759-2. Indexed in SCI. IF 2.7.
• Jitendra V. Tembhurne, Md. Moin Almin and Tausif Diwan, “Mc-DNN: Fake News Detection using Multi-channel Deep Neural Networks”, International Journal on Semantic Web and Information Systems (IJSWIS), 18(1), 1-20, 2022. (January 2022). DOI: 10.4018/IJSWIS.295553. Indexed in SCI. IF 1.74

2021

• Vishesh P. Gaikwad, Jitendra V. Tembhurne, C Meshram, Cheng-Chi Lee, “An Efficient Provably Secure Verifier-based Three-Factor Authentication Technique using PDL for Data Exchange in TMIS”, IEEE Access, 9, 108586-108600, 2021. (July 2021). DOI:10.1109/ACCESS.2021.3101111. Indexed in SCI. IF 3.36.
• Jitendra V. Tembhurne, Anupama Hazarika, Tausif Diwan, “BrC-MCDLM: Breast Cancer Detection Using Multi-Channel Deep Learning Model”, Multimedia Tools and Applications, 80(21), 31647-31670, 2021. (July 2021). DOI: 10.1007/s11042-021-11199-y. Indexed in SCI. IF 2.3.
• Jitendra V. Tembhurne et al., “An effective mobile-healthcare emerging emergency medical system using conformable chaotic maps”, Soft Computing, 25(14): 8905-8920, 2021. (26th May 2021). Indexed in SCI. IF 3.05.
• Vishesh P. Gaikwad, Jitendra V. Tembhurne, C Meshram, Cheng-Chi Lee, “Provably Secure Lightweight Client Authentication Scheme with Anonymity for TMIS using Chaotic Hash Function”, The Journal of Supercomputing, 77, 8281–8304, 2021. (19th January 2021). DOI: https://doi.org/10.1007/s11227-020-03553-y. Indexed in SCI. IF 2.60.
• Jitendra V. Tembhurne et al., “A Provably Secure Lightweight Subtree-based Short Signature Scheme with Fuzzy User Data Sharing for Human-Centered IoT”, IEEE Access, 9, 3649-3659, 2021. (21st Dec 2020). DOI: 10.1109/ACCESS.2020.3046367. Indexed in SCI. IF 4.64.

2020

• Jitendra V. Tembhurne et al., “A Lightweight Provably Secure Digital Short Signature Technique using Extended Chaotic Maps for Human-Centered IoT Systems”, IEEE System Journal, pp. 1-9, 2020. (29th December 2020). DOI: 10.1109/JSYST.2020.3043358. Indexed in SCI. IF 3.98.
• Jitendra V. Tembhurne and Tausif Diwan, “Sentiment Analysis in Textual, Visual and Multimodal Inputs using Recurrent Neural Networks”, Multimedia Tools and Applications, 80(5), pp. 6871–6910, 2021. (22nd October 2020). DOI: 10.1007/s11042-020-10037-x. Indexed in SCI. IF 2.3.
• S. Chaturvedi, Jitendra V. Tembhurne, Tausif Diwan, “A Multi-Class Skin Cancer Classification using Deep Convolutional Neural Networks”, Multimedia Tools and Applications, 79(39), pp. 28477-28498, (4th August 2020). https://doi.org/10.1007/s11042-020-09388-2. Indexed in SCI. IF 2.3.
• Jitendra V. Tembhurne et al., “A Subtree-based Transformation Model for Cryptosystem using Chaotic Maps under Cloud Computing Environment for Fuzzy User Data Sharing”, International Journal of Communication Systems, 33 (7), e4307, February 2020. DOI: https://doi.org/10.1002/dac.4307. Indexed in SCI. IF 1.319.

2019

• Tausif Diwan, J. V. Tembhurne, “A Parallelization of Non-Serial Polyadic Dynamic Programming on GPU”, CIT. Journal of Computing and Information Technology, Vol. 27, No. 2, June 2019, pp. 55–66. Indexed in SCOPUS. IF 0.44
• Kailash W Kalare, J. V. Tembhurne, “A Work Distribution Strategy for Global Sequence Alignment”, International Journal of Computing, Vol. 18, No. 1, April 2019, pp. 75-81. Indexed in SCOPUS. IF 1.44.

2018

• J. V. Tembhurne, S. R. Sathe, “Multi-Precision Integer Multiplication for Cryptosystems”, Advanced Science Letters, Vol. 24, No. 7, July 2018, pp. 5187-5193. Indexed in SCOPUS.

2016

• J. V. Tembhurne, S. R. Sathe, “New Modified Euclidean and Binary Greatest Common Divisor Algorithm”, IETE Journal of Research, Vol. 62, 2016, pp. 852-858. DOI: https://doi.org/10.1080/03772063.2016.1216809. Indexed in SCI. IF 1.030.

2015

• J. V. Tembhurne, S. R. Sathe, “Multiple Precision Integer GCD Performance Analysis on Parallel Architectures”, IAENG International Journal of Computer Science, Vol. 42, No. 4, 2015, pp. 1-9. Indexed in SCOPUS. IF 1.33.

National/ International Conferences

2022

• Sriram Dharwada, Jitendra Tembhurne and Tausif Diwan, “Multi-channel Deep Model for Classification of Alzheimer’s Disease Using Transfer Learning”, 18th International Conference on Distributed Computing and Intelligent Technology, 19th – 23rd January 2022, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha, India. Lecture Notes in Computer Science, vol. 13145. Springer, Cham. https://doi.org/10.1007/978-3-030-94876-4_17. Indexed in SCOPUS.

2020

• Kailash W. Kalare, Mohammad S. Obaidat, Jitendra V. Tembhurne, C Meshram, Kuei-Fang Hsiao, “Parallelization of Global Sequence Alignment on Graphics Processing Unit”, Int. Conf. on Communications, Computing, Cybersecurity, and Informatics 2020, CCCI-2020, 3rd – 5th November 2020, University of Sharjah, Sharjah, United Arab Emirates. DOI: 10.1109/CCCI49893.2020.9256747 Indexed in SCOPUS. (18th November, 2020)

2018

• J. V. Tembhurne, “Parallel Multiplication of Big Integer on GPU”, Communications in Computer and Information Science, Springer, Vol. 827, June 2018, pp. 276-285. DOI: https://doi.org/10.1007/978-981-10-8657-1_21 Indexed in SCOPUS, DBLP. IF 0.49
• Pathak, Abhishek D. and Tembhurne, Jitendra V., “Internet of Things: A Survey on IoT Protocols”, In Proc. of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018 held at Malaviya National Institute of Technology, Jaipur (India) on March 26-27, 2018. Available at SSRN: https://ssrn.com/abstract=3168575 or http://dx.doi.org/10.2139/ssrn.3168575. Indexed in SCOPUS.

2016

• Jitendra Tembhurne and S. R. Sathe, “RSA public-key Acceleration on CUDA GPU”, Advances in Intelligent Systems and Computing, Springer, Vol. 394, 2016, pp. 365-375. DOI: https://doi.org/10.1007/978-81-322-2656-7_33. Indexed in ISI Proceedings (Web of Science), SCOPUS. IF 0.57.

2014

• Jitendra Tembhurne and S. R. Sathe, “High throughput long integer multiplication using Fast Fourier Transform on parallel workstation,” 11th IEEE India Int. Conf. INDICON, pp. 1-6, Pune, India, Dec 2014. Indexed in SCOPUS, IEEE Xplore.
• Jitendra Tembhurne, S. R. Sathe,  “Performance Evaluation of  Long Integer Multiplication Using OpenMP and MPI on Shared Memory Architecture”, Seventh Int. Conf. on Contemporary Computing  (IC3 2014), pp. 283-288, Noida, India, August 2014. Indexed in SCOPUS, IEEE Xplore, DBLP.

2011

• Jitendra Tembhurne, Navin Kr. Trivedi, “Frequent Closed Pattern Mining by Constrained Gradient Approach”, 3rd Int. Conf. on Information Technology & Business Intelligence (ITBI-2011), Hyderabad, India.
• Jitendra Tembhurne, S. W. Shende, “Efficient Mining of Association Rules Using Linked List and Tries Based Apriori Algorithm”, IEEE Int. Conf. on Knowledge Engineering (ICKE-2011), Aurangabad, India.

Book Chapter:

2023

• Rakhi Wajgi, Jitendra Tembhurne, Hemant Pendharkar, Onkar Deshpande, “Localisation of brain tumor from brain MRI images using deep learning”, Recent Advances in Material, Manufacturing, and Machine Learning, 8 pages, CRC Press, April 2023, eBook ISBN – 9781003358596. DOI: https://doi.org/10.1201/9781003358596.  Indexed in SCOPUS.

2021

• Wajgi, Rakhi, Jitendra V. Tembhurne, and Dipak Wajgi. "Thoracic Image Analysis Using Deep Learning." Computational Intelligence and Healthcare Informatics (2021): 15-42. https://doi.org/10.1002/9781119818717.ch2. Indexed in SCOPUS. (October 2021).

M.E. / M. Tech

•  Major Samprati Jain & Major DVS Narendra, Major Naman Lakhotia MCTE, Mhow, MP

B.E. / B. Tech.

• More than 29 groups guided

PhD.

• Head of the Department CSE IIIT Nagpur
• Chairman BoS, CSE, IIIT Nagpur
• Chairman Website Design and Maintenance at IIIT, Nagpur
• Network Centre & IT Infrastructure In-charge at IIIT, Nagpur
• Chairman SC/ST Cell at IIIT, Nagpur
• Stock and Purchase Committee member at IIIT, Nagpur
• Tender Processing Committee member at IIIT, Nagpur
• Admission Committee member at IIIT, Nagpur

• Invited talk on "Application of Blockchain Technology for Healthcare" in One week online Induction / Refresher program on Future Aspects of Blockchain Technology and its Applications from 28^th January to 02^nd February, 2022 - Sponsored by AICTE-ISTE at S. B. Jain Institute of Technology, Management and Research, Nagpur.
• Invited talk on "Deep Learning & It’s Applications" in One week online Induction / Refresher program on Data Science and It’s Applications from 31^st December 2021 to 5^th January 2022 - Sponsored by AICTE-ISTE at Abha Gaikwad-Patil College of Engineering, Nagpur, India.
• Invited talk on "OpenMP, CUDA, MPI and RNNs" in One week online workshop on Parallel and Distributed Deep Learning (PDDL 2021) from 28^th June to 2^nd July 2021 - Sponsored by ATAL Academy at Indian Institute of Information Technology, Nagpur, India.
• Invited talk on "Fundamentals of Deep Learning" in One week online workshop on IoTCloud from 24^th to 28^th May 2021 - Sponsored by ATAL Academy at Indian Institute of Information Technology, Kottayam, India.
• Invited talk on "Parallel Programming: OpenMP and OpenMPI" in AICTE Sponsored One Week STTP on High Performance Computing using Parallel, Distributed and Cloud Computing (HPCPDC2) Phase – III  from 26^th April to 1^st May 2021 at Yeshwantrao Chavan College of Engineering, Nagpur, India.
• Invited talk on "Parallel Programming: OpenMP and OpenMPI" in AICTE Sponsored One Week STTP on High Performance Computing using Parallel, Distributed and Cloud Computing (HPCPDC2) Phase – II  from 22^nd to 27^th February 2021 at Yeshwantrao Chavan College of Engineering, Nagpur, India.
• Invited talk on "Parallel Programming: OpenMP and OpenMPI" in AICTE Sponsored One Week STTP on High Performance Computing using Parallel, Distributed and Cloud Computing (HPCPDC2) Phase – I  from 18^th to 23^rd January 2021 at Yeshwantrao Chavan College of Engineering, Nagpur, India.
• Organized and Coordinated One Week Online ATAL FDP on “Data Science & Analytics Using Python” from 30^th November 2020 to 4^th December, 2020 (Funding was approximately 1,00,000/- rupees).
• Invited talk on "Recurrent Neural Networks" in Two week online FDP on Emerging Trends in Deep Learning and its Applications Sponsored AQIS-2019 sponsored by AICTE, New Delhi from 7th to 18th December, 2020 at Dr. D. Y. Patil Institute of Technology, DPU, Pune.
• Invited talk on “Supervised & Unsupervised Learning, and Sequence Modeling & Applications" in One Week Online Workshop on "Data Science & Analytics Using Python" Sponsored by AICTE - ATAL Workshop Scheme from 30th Nov to 4th Dec, 2020 at IIIT, Nagpur.
• Invited talk on "Recurrent Neural Networks and LSTM" in One Week AICTE-ISTE Sponsored Online Induction/Refresher Programme on "Machine Learning and Pattern Recognition" Sponsored by AICTE - ATAL Workshop Scheme from 2nd to 7th November, 2020 at SSBT’s College of Engineering and Technology, Jalgaon, Maharashtra.
• Invited talk on "Introduction to OpenMP and OpenMPI" in One Week Online Workshop on "High Performance Computing using Parallel, Distributed and Cloud Computing (HPCPDC2)" Sponsored by AICTE - ATAL Workshop Scheme from 2nd to 6th November, 2020 at YCCE, Nagpur.
• Invited talk on "Introduction to Recurrent Neural Networks & Its Applications" in One Week Online Workshop on "Deep Learning Using pytorch" Sponsored by AICTE - ATAL Workshop Scheme from 12th to 17th September, 2020 at Rajalakshmi Institute of Technology, Chennai, India.
• Invited talk on "Recurrent Neural Networks and LSTM" in One Week Online Workshop on "Deep Learning & It’s Applications" Sponsored by AICTE - ATAL Workshop Scheme from 21st to 25th September, 2020 at Jyothy Institute of Technology, Karnataka, India.
• Invited talk on "Introduction to Artificial Neural Networks" in One Week Online Workshop on "Control Systems & Neuro-Fuzzy Applications" Sponsored by AICTE - ATAL Workshop Scheme from 21st to 25th September, 2020 at IIIT Nagpur.
•