Dr. Ashish S. Tiwari
Brief Bio
| Brief Bio |
|---|
| Ashish Tiwari has a PhD in Computer Science and his areas of Research have evolved from Adhoc networks to Machine Learning and now modelling of Climate Systems. He is actively involved in guiding Undergraduate, Post Graduate and Doctoral fellows. He has guided 03 doctoral students and is currently guiding over 05 doctoral students right now. He has actively participated in various administrative roles at VNIT. He is on the BoS of several institutions and also on the BoG of one institution. His teaching interests are in the area of Computer Organization, Operating Systems, Algorithms, DBMS and Mathematics for Machine Learning. He is passionate about music and playing Table Tennis. |
Education
| Sr. No. | Degree | Year | Specialization | University |
|---|---|---|---|---|
| 1 | Ph.D | 2017 | Computer Science | VNIT Nagpur |
| 2 | M.E. | 2001 | Computer Science | MNNIT Allahabad |
| 3 | B.Sc. Engg. | 1998 | Electrical Engineering | DEI, Agra |
Contact Details
| Phone: | Email: | Address: |
|---|---|---|
| 0712-2801050 | at@cse.vnit.ac.in | VNIT, Nagpur 440010, INDIA. |
| Research Interest |
|---|
| Mobile Communications |
| Security |
| ML/DL |
| Climate |
| Sr. No. | Title | Funding Agency | Role | Year | Amount (in Lakhs INR) |
|---|---|---|---|---|---|
| 1 | Smart Structures with failure alarm and adaptive control system | COE, VNIT | CO-PI | 2014 | 15 lakhs |
| Sr. No. | Title | Funding Agency | Role | Year | Amount (in Lakhs INR) |
|---|---|---|---|---|---|
| 1 | IT Security Policy | FDCM Gorewada Zoo Limitited | Coordinator | Ongoing | 5 |
| 2 | IT Infrastructure and CCTV Surveillance System | FDCM Gorewada Zoo Limitited | Coordinator | Ongoing | 10 |
| 3 | Vetting of SCADA system | Irrigation Department | Co-coordinator | 2023 | 10 |
| 4 | Smart Classrooms in NIT schools | NIT Nagpur | Coordinator | 2024 | 5 |
| 5 | Smart Classroom creation | Chandrapur Forest Academy | Coordinator | 2023 | 35 |
| Description | Author(s) | Publisher | ISBN | Year |
|---|---|---|---|---|
| Chhabra, Rishi, Aditya Bhagat, Gaurav Mishra, Ashish Tiwari, and M. M. Dhabu. “Machine Learning and Deep Learning-Based Prediction and Monitoring of Forest Fires Using Unmanned Aerial Vehicle.” In Applications of Machine Learning in UAV Networks, pp. 160-193. IGI Global, 2024. | ||||
| Pathak, Yadunath, P. V. N. Prashanth, and Ashish Tiwari. “AI meets SDN: A survey of artificial intelligent techniques applied to software-defined networks.” In 6G Enabled Fog Computing in IoT: Applications and Opportunities, pp. 395-412. Cham: Springer Nature Switzerland, 2023. | ||||
| Lachure, Sagar Suraj, Ashwin Lohidasan, Ashish Tiwari, Meera Dhabu, and Neeraj Dhanraj Bokde. “Quantum Machine Learning Applications to Address Climate Change: A Short Review.” Handbook of Research on Quantum Computing for Smart Environments (2023): 65-83. |
| Sr. No. | Patent Title | Application No. | Date | Present Staus |
|---|
| Sr. No. | Title |
|---|---|
| 1 | TEQIP III sponsored 6 days workshop on “Advanced Statistical Data Analysis using R”, during December 23 – 28, 2017 at VNIT. |
| 2 | One week workshop on “Research Methodologies and Opportunities” during May 11 – 15, 2009 at VNIT. |
| Sr. No. | Responsibility | Institute | Role | Year |
|---|---|---|---|---|
| 1 | Network Incharge | VNIT | 2009- 2013 | |
| 2 | Aakash Coordinator | VNIT | 2011-2013 | |
| 3 | Member | IEEE | Membership No. 90864186 | Lifetime |
| 4 | Member | ACM | Membership No. 4416078 | Lifetime |
| 5 | Life Member | CSI | Membership No. 01147648 | Lifetime |
| 6 | Life Member | IEI(India) | Membership No. M-151716-8 | Lifetime |
| 7 | Core committee member | Ekal Vidyalaya, Nagpur Chapter | 2011 | |
| 8 | Associated with many schools and organizations for social causes. | Nagpur | 2011 | |
| 9 | Chairman Convocation Catering Committee | VNIT | 2022 | |
| 10 | Summer Internship | VNIT | Coordinator | 2022-till date |
| 11 | Warden | VNIT | 2019-till Date | |
| 12 | Mag.com | VNIT | Incharge | 2020-till date |
| 13 | DASA 2017 | Country level | Member | 2017 |
| 14 | CCB 2010 | Country level | Member | 2010 |
| Sr. No. | Awards |
|---|
| Sr. No. | Authors | Title | Publication | Year | Publisher |
|---|---|---|---|---|---|
| 14 | Bhopale, Amol P., and Ashish Tiwari. | “Transformer based contextual text representation framework for intelligent information retrieval.” | Expert Systems with Applications 238 (2024): 121629. | 2024 | |
| 13 | Rathod, Vasundhara S., Ashish Tiwari, and Omprakash G. Kakde. | “Folded ensemble deep learning based text generation on the brain signal.” | Multimedia Tools and Applications (2024): 1-29. | 2024 | |
| 12 | Tandel, Gopal S., Ashish Tiwari, Omprakash G. Kakde, Neha Gupta, Luca Saba, and Jasjit S. Suri. | “Role of ensemble deep learning for brain tumor classification in multiple magnetic resonance imaging sequence data.” | Diagnostics 13, no. 3 (2023): 481. | 2023 | |
| 11 | Rathod, Vasundhara S., Ashish Tiwari, and Omprakash G. Kakde. | “Wading corvus optimization based text generation using deep CNN and BiLSTM classifiers.” | Biomedical Signal Processing and Control 78 (2022): 103969. | 2022 | |
| 10 | Tandel, Gopal S., Ashish Tiwari, and Omprakash G. Kakde | . “Performance enhancement of MRI-based brain tumor classification using suitable segmentation method and deep learning-based ensemble algorithm.” | Biomedical signal processing and control 78 (2022): 104018. | 2022 | |
| 9 | Jain, Amay Dilip, Ankur Gupta, Diksha Choudhary, Nayan, and Ashish Tiwari. | “A comprehensive source code plagiarism detection software.” | In Innovations in Computational Intelligence and Computer Vision: Proceedings of ICICV 2021, pp. 343-350. Singapore: Springer Nature Singapore, 2022. | 2022 | Springer |
| 8 | Rathod, Vasundhara, Ashish Tiwari, and Omprakash G. Kakde. | “Aquila-eagle-based deep convolutional neural network for speech recognition using EEG signals.” | International Journal of Swarm Intelligence Research (IJSIR) 13, no. 1 (2022): 1-28. | 2022 | |
| 7 | Bhopale, Amol P., and Ashish Tiwari. | “Spark‐Enhanced Deep Neural Network Framework for Medical Phrase Embedding.” | Machine Learning Algorithms and Applications (2021): 289-304. | 2021 | |
| 6 | Tandel, Gopal S., Ashish Tiwari, and Omprakash G. Kakde. | “Performance optimisation of deep learning models using majority voting algorithm for brain tumour classification.” | Computers in Biology and Medicine 135 (2021): 104564. | 2021 | |
| 5 | Bhopale, Amol P., and Ashish Tiwari. | “Leveraging Neural Network Phrase Embedding Model for Query Reformulation in Ad-hoc Biomedical Information Retrieval.” | Malaysian Journal of Computer Science 34, no. 2 (2021): 151-170. | 2021 | |
| 4 | Bhopale, Amol P., and Ashish Tiwari. | “Swarm optimized cluster based framework for information retrieval.” | Expert Systems with Applications 154 (2020): 113441. | 2020 | |
| 3 | Rathod, Vasundhara, Ashish Tiwari, and Omprakash Kakde. | “Feature extraction and classification for electro-encephalography based BCI: A review.” | Helix 10, no. 04 (2020): 345-349. | 2020 | |
| 2 | Tandel, G. S., M. Biswas, O. G. Kakde, A. Tiwari, H. S. Suri, M. Turk, J. R. Laird et al. | “A review on a deep learning perspective in brain cancer classification. | Cancers (Basel) 11 (1): 111.” (2019). | 2019 | |
| 1 | Tiwari, Ashish, and O. G. Kakde. | “Optimization based topology control for wireless Ad Hoc networks to meet QoS requirements.” | In 2010 29th IEEE Symposium on Reliable Distributed Systems, pp. 30-36. IEEE, 2010. | 2010 | IEEE |
| Sr. No. | Authors | Title | Publication | Year | Publisher |
|---|---|---|---|---|---|
| 1 | Bhopale, Amol P., and Ashish Tiwari | . “An Application of Transfer Learning: Fine-Tuning BERT for Spam Email Classification.” | In Machine Learning and Big Data Analytics (Proceedings of International Conference on Machine Learning and Big Data Analytics (ICMLBDA) 2021), pp. 67-77. Springer International Publishing, 2022. | 2021 | Springer |
| 2 | Bhopale, Amol P., Sowmya Kamath, and Ashish Tiwari. | “Concise semantic analysis based text categorization using modified hybrid union feature selection approach.” | In 2018 4th International Conference on Recent Advances in Information Technology (RAIT), pp. 1-7. IEEE, 2018. | 2018 | IEEE |