Centre for Advanced Data Science
Introduction:
Data is the new Oil; and we are seeing a global demand for Data Driven Engineering. In order to align with this growing trend, the Center for Advanced Data Science was formed at VIT Chennai. We intend to bring together a multidisciplinary research team covering a wide spectrum of domains to handle challenging real-life problems. The primary mission of this research division is, to make sense out of data for the benefit of mankind.
VIT Chennai is strategically located close to several Industrial and IT Zones. Almost all manufacturing industries are currently looking for solutions to seamlessly transform from Industry 3.0 to 4.0. The Center for Advanced Data Science can support these industries through collaborative teams to identify consultancy projects, student internship projects and research based projects for development of futuristic technologies.
We are interested in International collaboration with academia and industry. We are keen on nurturing and incubating innovative ideas to support indigenous development of technology. We also look forward to working collaboratively with AI based Start-ups.
VISION
To pursue pioneering research in data science for industrial and societal progress
MISSION
- Cutting edge Research: Develop novel statistical, mathematical and algorithmic techniques to create new knowledge in the field.
- Industry-Institute Ecosystem: Formulate and solve challenges through joint research and development activities to promote progress.
- Technology for Community: Translate data-driven strategies into impactful solutions to solve region specific real-world problems.
Research
| Patent No. | Title |
| 202041055915 | Water Management Technology: Under Smart City Waste Water Management Using IoT- Based, Machine Learning Technology |
| 202141003748 | Single tap attendance system using Wi-Fi direct technology |
| 202041053736 | Vax India Tech : A provident vaccine distribution strategy for India |
| Australia: 2021100091 |
IUIT- Traffic Control Alert: Intelligent Traffic Control and Alert Using IoT- Based Technology |
| 201941042976 | V.A.N.I.-Voice Analytics Interface |
| 201941042978 |
Smart Neck Band for Rehabilitation of Musculoskeletal Disorders
|
Ongoing DRDO LSRB Funded Project:
1.Principal Investigator: Dr. Susan Elias
Title: Design and development of a Simulation Model for Predictive Analysis of Load Carriage
Amount : 21 lakhs
Duration : 3 years
Status : Year III
Funded by: LSRD, DRDO, India
2.Principal Investigator: Dr. Radhika Selvamani
Title: Decision Support System for Water Management in India
Amount : 13,600.00 Euros
Duration : 1 year
Status : Year 1
Funded by: Technical University of Munich – TUM Global Incentive Fund
Germany
Journals: Scopus
- Gillala Rekha, V.Krishna Reddy, and Amit Kumar Tyagi, “An EMD-Based Undersampling Approach for Handling Class-Imbalanced Data”, International Journal of Intelligent Information and Database Systems, Inderscience, August 2020 Vol.13 No.2/3/4. (SCOPUS).
- Vasantha and Susan Elias, “A Survey on Lung CT Datasets and Research Trends”, Research on Biomedical Engineering, Springer (Accepted in March 2021)
- Nitin Asthana and S. Shridevi, (09.02.2021) “DECRYPTING RSA ENCRYPTION USING QUANTUM ALGORITHM, Advances in Mathematics: Scientific Journal 10 (2021), no.2, 729–742, ISSN: 1857-8365 (printed); 1857-8438 (electronic) https://doi.org/10.37418/amsj.10.2.5
- P V Srimukh and S Shridevi, 2020, Development of Ontology on Crime Investigation process, Journal of Physics: Conference Series, 1716 012053, https://iopscience.iop.org/article/10.1088/1742-6596/1716/1/012053
- U Srinivasa Rao, L Jeganathan, Tessy Mathew, Replication in Two-Dimensional Cellular Automaton with Linear Rules. Journal of Cellular Automata, Volume 15, No.5-6, 2020, pp 377-405 (Impact factor: 0.340)
- Opportunities and Challenges for Blockchain Technology in Autonomous Vehicles, IGI Global, USA, ISBN13: 9781799832959, ISBN10: 1799832953, 2020.
- Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality” IGI Global, ISBN13: 9781799847038, ISBN10: 1799847039, 2020.
- Data Science and Data Analytics: Opportunities and Challenges, CRC, 2021, ISBN 9780367628826.
- Computational Analysis and Understanding of Deep Learning for Medical Care: Principles, Methods, and Applications, 2020, ISBN: 9781119785729.
- Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities, Springer, 2021, ISBN 978-3-030-72236-4
- Artificial Intelligence for Cloud and Edge Computing: Concepts and Paradigms, Springer, 2021, ISBN: 978-3-030-80820-4.
| Reg. No. | Degree | Name of the Scholar | Category | Guide Name | Research Centre / School |
| 21PHD1030 | Ph.D. | Ms. Vijayalakshmi M | IFT | Dr. Sasithradevi A | Centre for Advanced Data Science |
| 22PHD1006 | Ph.D. | Ms. J. Persiya | IFT | Dr. Sasithradevi A | Centre for Advanced Data Science |
| 22PHD1020 | Ph.D. | Ms. Vasundhara Sandi | IFT | Dr. S Shoba | Centre for Advanced Data Science |
| 22PHD1179 | Ph.D. | Ms. Brighty Ebenezer L | IFT | Dr. Sasithradevi A | Centre for Advanced Data Science |
Insights
| sno | Name of Principal Investigator | Name of the Co-Principal Investigator |
Name of the Funding agency | Title of the Project |
Sanctioned Amount (In Lakhs) |
| 1 | Dr. Susan Elias | Dr. Shridevi S |
DRDO (Oct 2022- May 2024) |
Ergonomics studies for optimized human-machine interface of Ballistic Headgear |
28,43,888
|
| 2 | Dr. Shridevi S |
Dr. S. Shoba Dr. Sasithradevi |
MeitY-Cohort2 underMeitYQuantum Computing Applications Lab (India) (April 2023- June 2024) |
A comparative study of Medical Image classification between QCNN, Quanvolutional Neural network and CNNS |
3,73,085
|
| 3 | Dr. Shridevi S | Dr. Logesh. R |
MeitY-Cohort2 underMeitY Quantum Computing Applications Lab (India) (April 2023- Dec 2024) |
A comparative study of Cooperative Quantum-Classical MultiAgent Reinforcement Learning Algorithms for Empty Container Repositioning in Marine Transportation Networks |
7,05,833
|
| 4 | Dr. Reena Monica P | Dr. Bharathi Sankar A |
MeitY-Cohort2 underMeitY Quantum Computing Applications Lab (India) (April 2023- Dec 2024) |
Quantum computing Driven New Materials Discovery for Energy Storage | 10,00,000 |
| 5 | Dr Susan Elias | – |
DRDO (COMPLETED by 2022) |
Design and development of a Simulation Model for Predictive Analysis of Load Carriage |
21,00000
|
| sno | Name of Principal Investigator | Name of the Co-Principal Investigator |
Name of the Funding agency | Title of the Project |
Sanctioned Amount (In Lakhs) |
| 1 | Dr Shridevi S | – | VIT SEED Grant | Online Interpretable summarizer for covid articles | .60 |
| 2 | Dr. Shoba S | Dr. E. Manikandan | VIT SEED GRANT | Detection and localization of soil micro plastics using novel non-invasive techniques with integrated deep learning techniques | 3.95 |
| 3 | Dr. Divya S | Dr. Sathiyanarayanan Dr. G. Suganeshwari |
VIT SEED Grant | Disruptive Student Behaviour Analysis and Predictive Modelling using Machine Learning | 2.34 |
| 4 | Dr. Menaka Puspha | Dr Shoba | VIT SEED Grant | IoT based Intelligent Garbage bin for clean university using Computer Vision with Deep Learning Model | 1.5 |
| 5 | Dr Sathyanarayanan | Dr Shridevi S, Dr Susan Elias |
VIT SEED Grant |
AR/VR based Industrial training application | 4.9 |
| 6 | Dr.A.Bharathi Sankar | Dr.Lenin |
VIT SEED Grant |
Development of a Universal 4.5 kW Permanent Magnet Motor Controller – Application to e2W and e3W | 4.9 |
| 7 | Dr. Susan Elias | Dr.Jefferson JM Dr.A.Bharathi Sankar | VIT SEED Grant | Bharath Ka DIL Vaahan A Beating Heart Transporter for India | 5.0 |
| sno | Faculty Involved | Company/ Institution Name | TITLE | STATUS |
| 1 | Dr Shridevi S | Samsung Prism | UWB based gesture detection |
Completed 0.86 Lakhs |
| 2 | Dr Shridevi S | Hofinsoft technologies pvt ltd |
Smart AI for Industrial unstructured data | completed |
| 3 | Dr. Divya S | Heyy Pvt. Ltd, | Organizational Pscyhologist | Completed |
| 4 | Dr.A.Bharathi Sankar | Idhayangal Charitable Trust | Design and Development Smart Insulin Delivery System | On-going |
| 5 | Dr. S. Shoba & Dr. Sasithradevi A | HILD Defence and Aerospace Pvt Ltd | Bird Repeller System | On-going |
| 6 | Dr. Logesh R. | German Polymers & Coatings (Pvt) Limited, India | Accelerating Industry Intelligence using Real-Time System for B2B Optimization | On-going |
| Dr. Sripada Divya | Nuclear Power Corporation of India Ltd, Kalpakkam | Leadership Workshop | Completed (2 sessions done so far) |
| Dr. Sripada Divya | UnoMinda | Conflict Management | Completed (2 sessions done) |
| sno | Faculty Involved | Company/ Institution Name | Collaborative work details |
| 1 | Dr Shridevi S | AMAZON WEB SERVICES |
Quantum Lab for Research Project |
| 2 | Dr Shridevi S | INTEL INDIA pvt ltd |
AI and HPC Lab of Excellence MoU signed |
| 3 | Dr Shridevi S | Naldeo technologies |
Consultancy work |
| 4 | Dr Shridevi S | Hofinsoft technologies pvt ltd |
MoU signed for Research Project |
| 5 | Dr Shridevi S | Linguee Global Solutions |
MoU signed for Project |
| 6 | Dr. Divya S | Heyy Pvt. Ltd |
Consultancy work |
| 7 | Dr.A.Bharathi Sankar | Idhayangal Charitable Trust |
Design and Development Smart Insulin Delivery System |
| 8 | Dr. Sandeep Kumar Satapathy & Dr. Shruti Mishra | 5PM BUZZ PTE. LTD., Singapore | Consultancy work |
| 9 | Dr. Logesh R | German Polymers & Coatings (Pvt) Limited, India |
Consultancy Work |
| 10 | Dr. S. Shoba &Dr. Sasithradevi. A | Jumbo Bag Ltd |
MoU signed for Project |
Dr Shridevi.S Collaborators
| Name of the institute | Name of the collaborator | Collaborative works done/ongoing | Photo |
Lubeck University |
Dr Sven Groppe |
Adjunct Professor, Research projects, Guest lecture, Research Papers, Journal guest Editor
|
|
Yokohama National University |
Dr Chika Sugimoto |
JSPS Funded project proposal submission, Research projects and papers |
|
Binghamton State University of New York |
Dr Daehon Won |
Centre of Excellence in Neuroinformatics (Discussion ongoing) |
|
Deakin University |
Dr Jihong Park | Adjunct professor and Research collaborator | |
University of Leeds |
Dr Shane Xie | Adjunct Professor and Research collaborator | |
|
College of Computer Engineering and Sciences Prince Sattam Bin Abdulaziz University Al-Kharj, Saudi Arabia |
Dr Thavavel Vaiyapuri | Research Papers and Guest lectures |
Dr. Shruti Mishra
| Name of the institute | Name of the collaborator | Collaborative works done/ongoing | Photo |
| Baekseok University, SOuth Korea | Dr. Gyoo -Soo Chae | Research | |
Yonsei University, South Korea |
Dr. Sung-Bae Choi | Research |
Dr. Sripada Divya
| Name of the Institute | Name of the Collaborator | Done/Ongoing | Photo |
Flinders University, Adelaide, Australia |
Dr. Rajesh Johnsam, Prof. Adela McMurray |
Ongoing |
Dr. S. Shoba
| Name of the Institute | Name of the Collaborator | Done/Ongoing | Photo |
| Aalborg University, ,Copenhagen, Denmark | Dr. Mads Graesboll Christensen | Research | |
| University of Kragujevac, Cacak, Serbia | Dr. Vladimir Mladenovic | Research | |
| King Mongkut’s Institute of Technology, Ladkrabang, Thailand | Dr. Pitikhate Sooraksa | Done | |
| NIT Jalandhar | Dr. Asutosh Kar | Research |
Somnath Bera
| Name of the Institute | Name of the Collaborator | Collaborative works Done/Ongoing |
Photo |
|
School of Mathematics, Computer Science and Engineering, Liverpool Hope University, Hope Park, Liverpool, L16 9JD, U.K. |
K.G. Subramanian | Research | |
|
School of Mathematics, Computer Science and Engineering, Liverpool Hope University, Hope Park, Liverpool, L16 9JD, U.K.. |
Atulya K. Nagar | Research | |
|
School of Automation, Chengdu University of Information Technology, Chengdu, 610225, Sichuan, China |
Gexiang Zhang | Research | |
| Department of Mathematics, School of Arts, Sciences, Humanities and Education, SASTRA Deemed University, Tanjore, 613 401, Tamil Nadu, India | Sastha Sriram | Research | |
| Department of Computer Science and Engineering Institute of Engineering and Management, Kolkata, West Bengal, India | Prithwineel Paul | Research |
Dr. Avinash Kumar Mittal
| Name of the Institute | Name of the Collaborator | Collaborative works Done/Ongoing |
Photo |
| AssociateProfessor of Mathematics, University of Houston-Downtown, Houston,Texas | Mukesh Kumar | Research | |
|
Professor of Mathematics, South Asian University
|
Kapil Kumar Sharma | Research | |
|
Assistant Professor, Mechanical Engineering, Dr B R Ambedkar National Institute of Technology Jalandhar
|
Parnika Shrivastava | Research |
Dr.Sasithra
| Name of the Institute | Name of the Collaborator | Collaborative works Done/Ongoing |
Photo |
| Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgiumas | M.R.Goriji | Research | |
|
Senior Lecturer, Asia Pacific University, Malaysia
|
Adeline Sneha | Research |
