Research at Computer science and Engineering Department
| Sr. No. | PI / Co – PI | Sponsoring Agency | Project Title | Amount | Order No. / Date | Period (Start / End) |
|---|
| Sr. No | Paper | Faculty Name | Remark |
|---|---|---|---|
| 1 | Attention and dilated convolutions inclusive deep-CNN with multiplexed texture features to diagnose Pathological and High Myopia | Shital Raut | Computers in Biology and Medicine 185, 109532 |
| 2 | Enhancing disease diagnosis: leveraging machine learning algorithms for healthcare data analysis | Shital Raut | IETE Journal of Research 71 (2), 688-709 |
| 3 | Self-supervised random forests for robust voice activity detection with limited labeled data | Ravindra Keskar | Applied Acoustics 234, 110636 |
| 4 | SignEdgeLVM transformer model for enhanced sign language translation on edge devices | Praveen Kumar | Discover Computing 28 (1), 15 |
| 5 | An integrative survey on Indian sign language recognition and translation | Praveen Kumar | IET Image Processing 19 (1), e70000 |
| 6 | Multi-Class Brain Tumor Grades Classification Using a Deep Learning-Based Majority Voting Algorithm and Its Validation Using Explainable-AI | Omprakash Kakde, Ashish Tiwari | Journal of Imaging Informatics in Medicine, 1-38 |
| 7 | Automatic multimedia classification based on mood recognition of drivers in Internet-of-vehicle using fog computing | Dr. Nidhi Lal | Wireless Networks 31 (3), 2027-2038 |
| 8 | Enhanced Intelligent Video Monitoring using Hybrid Integration of Spatiotemporal Autoencoders and Convolutional LSTMs | Dr. Nidhi Lal | Informatica 49 (18) |
| 9 | ElementaryCQT: A New Dataset and its Deep Learning Analysis for 2D Geometric Shape Recognition | Mansi Radke | SN Computer Science 6 (1), 1-14 |
| 10 | Machine Learning-Based Music Classiffcation and Recommendation System from Spotify | Manish Kurhekar | International Journal of Computer Information Systems and Industrial Management Applications |
| 11 | Advanced deep learning approaches for superior temporal analysis and forecasting of water level discharge for the Bamni River | Ashish Tiwari | International Journal of River Basin Management, 1-19 |
| 12 | Utilizing Supervised Machine Learning and Technical Indicators for Quantitative Trading to Improve Stock Market Trading Decisions | Anil Mokhade | SN Computer Science 6 (5), 1-17 |
| 13 | Meta-Transformers: A Hybrid Approach for Medical Image Segmentation with U-Net and Meta-Learning | Meera Dhabu | IEEE Access |
| 14 | Bamboo as a sustainable crop for land restoration in India: challenges and opportunities | Deepti Shrimankar | Environment, Development and Sustainability 27 (1), 157-189 |
| 15 | Artificial intelligence-based cardiovascular/stroke risk stratification in women affected by autoimmune disorders: a narrative survey | Deepti Shrimankar | NIH National Library of Medicine, National Center for Biotechnology Information, Springer |
| Sr No | Name of Faculty | Patent Title | Application No. with date | Filed/granted | Earnings (Rs. in lakhs) in 2016-17 |
|---|---|---|---|---|---|
| 1 | Dr. R. B. Keskar | Technique for compiling computer code to reduce energy consumption while executing the code | US Patent App. 10/087,296 | Granted | |
| 2 | Dr. Anshul Agarwal | Method for Allocating Sensors in a Building | 201921018534 | Granted | |
| 3 | Dr. Anshul Agarwal | A System for Detection and Identification of Fault in Thermostatically Controlled Loads | 201921018242 | Granted | |
| 4 | Dr. Nidhi Lal | 5G based Network Hub (Design Patent) | 399753-001 | Granted | |
| 5 | Dr. Nidhi Lal | CACHING PERFORMANCE ANALYSIS IN INFORMATIONCENTRIC NETWORKING (ICN) (Copyright) | SW-20011/2025 | Granted | |
| 6 | Dr. Shital Raut | INFORMATION MINING IN MICROARRAY GENE EXPRESSION ANALYSIS | 1783/MUM/2014 | Granted | |
| 7 | Dr. Shital Raut | A REAL-TIME TITHI INDICTOR CLOCK | 202521032465 A | Published | |
| 8 | Dr. Shital Raut | A REAL-TIME NAKSHATRA INDICATOR CLOCK | 202521032464 A | Published | |
| 9 | Dr. Manish Kurhekar | Compilation of unified parallel C-language programs | 10630023 | Granted | |
| 10 | Dr. Manish Kurhekar | Semantically consistent adaptation of software applications | 10998850 | Granted | |
| 11 | Dr. Manish Kurhekar | Method and apparatus for accessing web services | 10862221 | Granted | |
| 12 | Dr. Praveen Kumar | System and Method for performing surveillance of an automated teller machine (ATM) | 201611009410 filed on 21/03/2016 | filed |
| Title | Funding Agency | Host Institute | Dates | No. of Participants |
|---|---|---|---|---|
| Workshop on “High Performance Computing on Multi-core & GPU” | 21-23 May, 2015 | |||
| Workshop on “Parallel Processing & Its Applications” | 4-6 December, 2014 | |||
| workshop on High Performance Computing Using OpenMP and MPI | 24-26 July 2014 | |||
| workshop on “Recent Trends for Energy Management in Smart Grid” | TEQIP III | VNIT | January 29 – February 3, 2018 | |
| workshop on “Statistical Data Analysis using R” | VNIT | June 20 – 25, 2016 | ||
| workshop on “Information Retrieval and Machine Learning for IR“ | TEQIP-III | VNIT | June 17th to June 21st, 2019 | |
| Workshop on Information Security | ISTE | VNIT | December 01-13, 2008 | |
| Workshop on Information Security and Cryptography, | VNIT | 9th to 13th Dec 2019. | ||
| Workshop on Information Security and Cryptography, | VNIT | 5th to 9th Dec 2022 | ||
| Workshop on “Python Programming” in December 2022 | December 2022 | |||
| Teaching C Programming | VNIT | 25 July to 30 July 2023 | ||
| workshop on “Advanced Statistical Data Analysis using R” | VNIT | December 23 – 28, 2017 | ||
| workshop on “Research Methodologies and Opportunities” | VNIT | May 11 – 15, 2009 | ||
| hands on applied python programming workshop “PyShop” | VNIT | 2022 | ||
| Workshop on “Advances in Computer Networks(ACN-2018)” | VNIT | 10 – 14 December 2018 | ||
| Data analytics with business applications | SERB | VNIT | 1-6 January 2024 | 50 |
| Computer coding training program for Ashram School teacher | Maharastra Government | VNIT | 26-29 December 2024 | 80 |
Industry Interaction
- MoU with Persistent Systems and TCS at Nagpur
- Some BTech and MTech projects in collaboration with TRDDC Pune
- A few MTech students were allowed to do their entire final year project in the sponsoring company
- Many BTech students opt for internship in summer of 3rd year
- External industry talks are organized for faculties and students by department and/or by ACM students club