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INFORMATION SCIENCE AND ENGINEERING RESEARCH & DEVELOPMENT

Education Trust In Karnataka

RESEARCH & DEVELOPMENT

RESEARCH & DEVELOPMENT

The Information Science and Engineering Department is committed to cutting-edge research in AI, machine learning, data science, cybersecurity, and software engineering. Emphasizing student involvement, the department provides hands-on experiences in real-world projects, preparing them for industry challenges. Actively collaborating with industry leaders and institutions, the department fosters an environment bridging theoretical knowledge and practical application.

Regular seminars and workshops keep the department abreast of technological trends, facilitating knowledge exchange. The commitment to academic excellence and pushing knowledge boundaries is evident in research initiatives, aiming to contribute significantly to technological advancements and empower students for success in a competitive professional landscape.

Thrust areas of Research:

  • Cyber Security
  • Block Chain
  • Machine Learning
  • Artificial Intelligence
  • Augmented Reality (AR)/ Virtual Reality (VR)
  • Data Science
Dr. Mohan S G
  • Computer Vision
  • Machine Leaning
  • Meta
  • UI/UX
  • Generative AI
Dr. Manoj Kumar M V
  • Statistical Data Analysis
  • Exploratory Data Analysis
  • Machine Learning
  • Process Mining
  • Concept Drift
  • Class Imbalance
  • Generative AI
Dr. Manjunath B A
  • Cyber Security
  • Machine Learning
Dr. Archana Mathur
  • Machine Learning
  • Deep Learning Modeling
Dr. Aditya Shastry
  • Machine Learning
  • Data Mining
Dr. Sudhir Shenai
  • Cyber Security
  • Blockchain
  • Artificial Intelligence
Dr. Govind Sreekar Shenoy
  • Computer Architecture
  • IOT
  • Devops
  • High Performance Computing
Dr. Srinivas D B Distributed Computing and Security
Dr. Vidyadevi G. Biradar
  • Digital Image Processing
  • Computer Vision
  • Machine Learning
  • Deep Learning
  • Software Systems
Dr. Sumana Sinha
  • Ad hoc network
  • vehicular network
  • Internet of Thrones
  • Machine Learning
  • Deep Learning
Sponsored Projects

2021-22

Cloud Based Machine Learning Framework for Prediction of Chronic Diseases VGST-KFIST-1 15 Lakhs Dr. K. Aditya Shastry (PI), Dr. Abdul Sattar (CO-PI) 2021 2 Years On-going
Investigation into Chaotic Dynamics of the Neural Networks Science and Engineering Research Board 18.3 Lakhs Dr. Archana Mathur 2021 3 Years Completed
Development of Algorithms for Extraction of Features from Clinical Reports and Pattern Recognition to predict of Treatment Outcomes Related to Infectious Diseases. VGST 3 Lakhs Dr. Manoj Kumar M V, Mr. Prashanth B S 2021 1 Year Completed
2020-21

SPICES- Haclclub AICTE 1 Lakh Dr. Sanjay H A and Mr. Kiran B R 5th March 2021 1 Year Completed
2019-20

End-to-End Verifiable and Preferential Strategy Based Electronic Voting System using Delegated Proof of Stake on Block Chain TEQIP Competitive Research Grant 2 Lakhs Dr. Manoj Kumar M V 2019 1 Year Completed
Consultancy

2022-23

KSOU, Mysore Development of SLM for LINUX Programming Mr. Prashanth B S (6 Months) Completed 1.3 Lakhs
NIHAPP, Cybernet Infocom, New Jersey USA Mobile App for eCommerce using Artificial Intelligence and Machine Learning Dr. Manoj Kumar M V (1 Year) Completed 2 Lakhs
Department of Health and Human Services Public Health Surveillance Systems and Preparedness Globally Dr. Manoj Kumar M V (1 Year) Completed 80000
2021-22

AICTE AICTE – Scheme for Promoting Interests, Creativity and Ethics among Students(SPICES) Dr. Sanjay H A (1 year) Completed 1 Lakhs
NIHAPP, Cybernet Infocom, New Jersey, USA Mobile App for eCommerce using Artificial Intelligence and Machine Learning Dr. Manoj Kumar M V (1 year) Completed 2 Lakhs

Innovation

Patent Details

2023-24

Presilla R Patent Augmented Reality- Enhanced Human- Computer Interaction for Virtual Environments 202441007497 08/03/2024 Published
Presilla R Patent Natural Language Processing Based Algorithms for Sentiment Analysis in social media 202441007534 01/03/2024 Published
Dr. Veeranna K Patent Smart Secured Home 202341076209 08/11/2023 Filed
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappa gounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
Design Trolley for Handling and Shifting of Goods 396444-001 01/10/2023 Filed
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappagounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
 Design Beverages cup with Heating Arrangement 396441001 30/09/2023 Approved
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappagounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
 Design Coin Sorting Machine 396438-001 30/09/2023 Approved
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappagounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
 Design Study Table 396439-001 30/09/2023 Filed
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappagounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
 Design Jack for Lifting Vehicle 396440-001 30/09/2023 Approved
Dr. Mohan Sellappa Gounder,
Dr. Vani Vasudevan,
Ms. Udhayaranjani Sellappagounder Mohan,
Dr. Chetana Srinivas,
Dr. Zabiha Khan,
Dr. Piyush Kumar Pareek
Design Remote Control for Toy Car 396442-001 30/09/2023 Approved
Syed Liyaquath Afnan,
Kruti Ganapati Bhat
Mohan Sellappa Gounder
Namana Makkimane Nataraj
Patent Augmented-Reality basierendes Fahrassistentsystem 2023105537 22/09/2023 Granted
K. Aditya Shastry
Manjunatha B A
 German Patent An Integrated Vehicle Tracking And Emergency Alert System Sep 2023 Filed
Tejaswini N P.
Patent Automatic Osteoarthritis Recognition System 202341059528 05/09/2023 Filed
Tejaswini N P
 Patent Multistage Osteoarthritis Recognition System 202341059529 05/09/2023 Filed
2022-23

Veeranna Kotagi Patent Automated Defect Analysis Tool for Requirements Testing Phase in Software Development Life Cycle 202341050662 28/07/2023 Filed
Veeranna Kotagi Patent Intelligent Requirements Engineering System for Software Development 202341050634 28/07/2023 Filed
Dr.Vidyadevi Biradar Patent AI Tool As A Fitness Trainer Using Human Pose Estimation 202341043912 30/06/2023 Filed
Dr.Swarnalatha et al Patent WOMEN SAFETY DEVICE 202341035774 23/05/2023 Filed
Dr.Swarnalatha et al Patent FALL ALERT DEVICE FOR ELDERLY 202341035763 23/05/2023 Filed
Mrs. Deepthi K Patent A Hybrid Novel GAN-CNN Architecture for Super Resolution of Hyperspectral Image CBR number: 13519 Filed
Dr. Mohan S G, Vani E S Indian Patent Cardiac Diagnosis in Real Time Using Machine Learning And IOT 202241004349 Published
Dr. Vidyadevi G. Biradar Indian Patent System for Covid Detection 202241008585 04/03/2022 Published
Dr.Swarnalatha et al German Patent Image matting system to enhance details of images 202022104021.4 18/08/2022 Granted
Dr.Swarnalatha et al German Patent Image matting system to enhance details of images 202022104021.4 18/08/2022 Granted
Dr. Manoj Kumar M V, Prashanth B S Copyright Un wrangled APK: An Open- Source tool for APK disassembly 16358/2022-CO/SW Filed
Dr. Archana Mathur German Patent An Author stem-independent system for measurement of scientific independence 202022101927 26/04/2022 Granted
Dr. Archana Mathur German Patent A system for effectively classifying explanets by their habitability 202022100350 08/03/2022 Granted
Dr. Swarnalatha K S, Vani E S, Akshatha Nayak, Mohan S G Indian Patent Assistive device for hearing, visually and vocally impaired people 202241049898 01/09/2022 Filed
Dr. Vidyadevi Biradar, Dr. Mohan S G Indian Patent Fire Hazards detection using lightweight deep learning model 202241050371 09/09/2022 Filed
Dr. Vidyadevi Biradar Indian Patent Image captioning using deep learning 202241050400 09/09/2022 Filed
Dr. Mohan S G German Patent Augmented Reality (AR) based indoor navigation assistance system 2022110509230900DE 05/11/2022 Granted
Dr. Swarnalatha German Patent System for testing level 3 automated driving systems 2022103114123400DE 31/10/2022 Granted
Dr. K. Aditya Shastry German Patent Deep learning-based Alzheimer disease detection system 2022103114124500DE 31/10/2022 Granted
Dr. K. Aditya Shastry German Patent A deep learning-based Parkinson detection system 2022103114124500DE 31/10/2022 Granted
Dr. K. Aditya Shastry German Patent A deep learning-based Parkinson detection system 2022110114092200DE 01/11/2022 Granted
Dr. Vidyadevi Biradar Dr. Mohan S G German Patent A system for detecting and classifying intracranial haemorrhage 2022103114125000DE 12/12/2022 Granted
Dr. Vidyadevi Biradar Dr. Mohan S G German Patent A generative adversarial networks-based text to image synthesis system 2022110114093400DE 14/11/2022 Granted
Dr. Manoj Kumar German Patent A system for classifying melanoma images 2022111011511800DE Granted
Dr. Manjunatha B A, Dr. K. Aditya Shastry, Mrs. Deepika K M Indian Patent Quantum Computer for Credit Card Fraud Detection using Quantum Neural Techniques 202241073308 17/12/2022 Published
Dr. K. Aditya Shastry Indian Patent Covid and Pneumonia detection system using convolutional neural network on chest X-ray images 202241073368 18/12/2022 Published
Prof. Deepika K M Indian Patent One Nation One Health Card and Patient Monitoring System Using IoT and Cloud 202241073369 19/12/2022 Published
Prof. Deepika K M Indian Patent Decentralized prediction market using blockchain technology 202241073370 18/12/2022 Published

Research Publications

Journal Publications

2023-24 Download
2022-23 Download
2021-22 Download
2020-21 Download
2019-20 Download
Conference Publications

2023-24 Download
2022-23 Download
2021-22 Download
2020-21 Download
2019-20 Download
Book/ Book Chapters

2023-24

M. Lakshmi, M. Rajkumar, B. Dhanasakkaravarthi, S. Saravanan, J. Ramya, Sampath B. Advances in Novel Power Generation Technology and AI Software Tools (Chapter 19), In: Optimization Techniques for Hybrid Power Systems. DOI: 10.4018/979-8-3693-0492-1.ch019, Pgno: 426-453, July, 2024 IGI Global
A.S.Kalyana Kumar, Lakshmi M, Nilesh Madhukar Patil, Bharathi. P.T Blockchain Technology, ISBN : 978-93-6132-658-5 SCIENTIFIC INTERNATIONAL PUBLICATION
K Aditya Shastry, BA Manjunatha AI-Driven Digital Twin for Healthcare Applications”, In: AI-Driven Digital Twin and Industry 4.0, ISBN 9781003395416, DOI: 10.1201/9781003395416, 19th June 2024, Scopus Taylor & Francis, CRC Press
K Aditya Shastry, Aravind Shastry E-health services and applications: A technological paradigm shift in Book Digital Transformation in Healthcare 5.0, ISBN: 9783111327853-004, DOI: 10.1515/9783111327853-004, April, 2024, Scopus De Gruyter
K Aditya Shastry A Hybrid Explainable Artificial Intelligence Approach for Anti-Cancer Drug Discovery: Exploring the Potential of Explainable Artificial Intelligence in Computational Biology, ISBN: 9781003426073, DOI: 10.1201/9781003426073, 23 April 2024, Scopus Taylor & Francis Group, CRC Press
K Aditya Shastry Artificial Intelligence for Healthcare Applications: A Review, ISBN: 9781003426073, DOI: 10.1201/9781003426073, 23 April, 2024, Scopus Taylor & Francis Group, CRC Press
Nagaraj G Cholli, Sagar B M, Lakshmi. M, Prajwal Vitthal Bhalsing Cryptography and Cyber security, ISBN: 9789357579056 SIPH
K Aditya Shastry Machine Learning and Deep Learning Models for Data Privacy and Security, Security and Risk Analysis for Intelligent Cloud Computing, pp 1-25, Taylor and Francis, 2023 (Scopus), https://doi.org/10.1201/9781003329947 ISBN: 9781003329947 https://www.taylorfrancis.com/chapters/edit/10.1201/9781003329947-5/machine-learning-deep-learning-models-data-privacy-security-adity-shastry?context=ubx&refId=2e99b435-f0ad-4921-aa3a-1628f6269762 CRC Press
Manoj Kumar, S L Shiva Darshan, B S Prashanth, Vishnu Yarlagadda Foundation of Malware Analysis and Detection, Malware Analysis and Intrusion Detection in Cyber-Physical Systems, pp 22-41 September 2023, DOI: 10.4018/978-1-6684-8666-5.ch002 https://www.igi-global.com/chapter/foundation-of-malware-analysis-and-detection/331298, (Scopus) IGI Global
Manoj Kumar M. V., S. L. Shiva Darshan, Prashanth B. S., Vishnu Yarlagadda Introduction to the Cyber-Security Landscape, Malware Analysis and Intrusion Detection in Cyber-Physical Systems, pp 1-21, September 2023 (Scopus), DOI: 10.4018/978-1-6684-8666-5.ch001 https://www.igi-global.com/chapter/introduction-to-the-cyber-security-landscape/331297 IGI Global
K. Aditya Shastry, H. A. Sanjay, N. Balaji, B. H. Karthik Pai, Estimation of Cancer Risk through Artificial Neural Network, Data Engineering and Data Science: Concepts and Applications, September 2023 (Scopus), https://doi.org/10.1002/9781119841999.ch16 https://www.wiley.com/en-us/Data+Engineering+and+Data+Science%3A+Concepts+and+Applications-p-9781119841975 Wiley
2022-23

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Dr. Manoj Kumar M V Computer Assistive Technologies for Physically and Cognitively Challenged Users Advances in Data Science- Driven Technologies. Bentham Science Publishers (2023). https://doi.org/10.2174/97898150791591230201, eISBN: 978-981-5079-15-9, 2023, ISBN: 978-981-5079-16-6, ISSN: 2972-3442 (Print), ISSN: 2972-3450 (Online) Bentham Science Publishers
Dr. K. Aditya Shastry “Dynamic Movie Ticket Price Prediction Using Machine Learning" DOI: 10.1201/9781003320340-2 | ISBN: 9781003320340 Taylor & Francis (Scopus)
Ashwini J P, Sanjay H A, Nayana M C, K Aditya Shastry, Mohan Murthy M K Framework for Performance Enhancement of MPI based Application on Cloud, DOI : https://doi.org/10.12694/scpe.v24i1.2086 | ISBN: 0-7923-8588-8 universitatea de vest
K Aditya Shastry, BA Manjunatha Intelligent Analytics for Industry 4.0 Applications DOI: https://doi.org/10.1201/9781003321149 | ISBN : 9781032342412 Taylor & Francis, CRC Press
K Aditya Shastry An ensemble nearest neighbor boosting technique for prediction of Parkinson’s disease https://doi.org/10.1016/j.health.2023.100181 Elsevier
2021-22

Dr. K. Aditya Shastry, Dr. Sanjay H A Learning and Deep Learning Techniques for Effective Future Predictions of COVID-19: A Review. In: Nayak J., Naik B., Abraham A. (eds)” Chapter - Understanding COVID-19: The Role of Computational Intelligence. Studies in Computational Intelligence, vol 963. Springer, Cham. https://doi.org/10.1007/978-3-030-74761-9_17 Springer
Dr. N.G.Goudru, R.P.Puneeth and Krishna Prasad N.Rao “Enhancement of performance of Round-Trip time using Kalman Filtering”, Proc. of VSPICE 2020, Springer Science, Singapore, ISBN 978-981-16-0443-0(e-book), ISBN 978-981-16-0442-3 (hard-cover), DOI 10.1007/978-981-16-0443-0, Vol. 752 Springer
Dr. Vidyadevi G. Biradar Dr. Sanjay H A, Dr H C Nagaraj Understanding COVID-19, The Role of Computational Intelligence, Chapter-Convolutional Neural Network for COVID-19 Diagnosis, pp 501-529 https://www.springer.com/gp/book/9783030747602 Springer
Mr. Prashanth B S Dr. Manoj Kumar M V Deep Learning for COVID-19 Studies in Computational Intelligence ; 963:531-569 https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-1353645 Springer
Dr. K. Aditya Shastry, Dr. Sanjay H A Understanding COVID-19, The Role of Computational Intelligence, Chapter-Computational intelligence, machine learning and deep learning techniques for effective future predictions pp 379-402 https://www.springer.com/gp/book/9783030747602 Springer Cham
2020-21

Dr. N.G.Goudru Performance Analysis of TCP in presence of nonresponsive traffic in wireless Networks, Proc. of VSPICE 2020, Springer Science, Singapore, ISBN 978-981-16-0443-0(e-book), ISBN 978-981-16-0442-3 (hard-cover), DOI 10.1007/978-981-16-0443-0, Vol. 752 Springer, Singapore
Aditya Shastry K., Sanjay H.A., Manoj Kumar Social Media Analytics for Health Care pp 119-138 https://link.springer.com/chapter/10.1007/978-981-16-0415-7_6 Springer
Shastry, K.A., Sanjay, H.A. Understanding COVID-19, The Role of Computational Intelligence, Book Chapter-Computational intelligence, machine learning and deep learning techniques for effective future predictions pp 379-402 https://link.springer.com/chapter/10.1007/978-3-030-74761-9_17 Springer, Cham
Shastry, K.A., Sanjay, H.A. Understanding COVID-19, The Role of Computational Intelligence, Book Chapter-Computational intelligence, machine learning and deep learning techniques for effective future predictions pp 379-402 https://link.springer.com/chapter/10.1007/978-3-030-74761-9_17 Springer, Cham
B. S. Prashanth, M. V. Manoj Kumar, Likewin Thomas, M. A. Ajay Kumar, Dinghao Wu, B. Annappa, Anirudh Hebbar & Y. V. Srinivasa Murthy Understanding COVID-19: The Role of Computational Intelligence. Studies in Computational Intelligence, vol 963. Springer, Cham. https://doi.org/10.1007/978-3-030-74761-9_23, https://link.springer.com/chapter/10.1007/978-3-030-74761-9_23 Springer, Cham
Vidyadevi G. Biradar, H. A. Sanjay & H. C. Nagaraj Understanding COVID-19, The Role of Computational Intelligence”, Chapter-Convolutional Neural Network for COVID-19 Diagnosis, pp 501-529 https://link.springer.com/chapter/10.1007/978-3-030-74761-9_22 Springer, Cham
K. Aditya Shastry, H. A. Sanjay & Manoj Kumar Artificial Intelligence for Information Management: A Healthcare Perspective. Studies in Big Data, vol 88. Springer, Singapore. https://doi.org/10.1007/978-981-16-0415- Springer, Singapore
K. Aditya Shastry, H. A. Sanjay & Manoj Kumar Artificial Intelligence for Information Management: A Healthcare Perspective. Studies in Big Data, vol 88. Springer, Singapore. https://doi.org/10.1007/978-981-16-0415- 7_6, https://link.springer.com/chapter/10.1007/978-981-16-0415-7_6 Springer, Singapore
M. V. Manoj Kumar, B. S. Prashanth, Aditya Shastry, H. A. Sanjay & H. R. Sneha Artificial Intelligence for Information Management: A Healthcare Perspective. Studies in Big Data, vol 88. Springer, Singapore. https://doi.org/10.1007/978-981-16-0415-7_9, https://link.springer.com/chapter/10.1007/978-981-16- Springer, Singapore
Manoj Kumar M.V., Prashanth B.S., Aditya Shastry., Sanjay H.A., Sneha H.R. Healthcare Data Visualization pp 179-211 https://link.springer.com/chapter/10.1007/978-981-16-0415-7_9 Springer, Singapore
2019-20

Dr. Swarnalatha K S, Manjunath A E Software Engineering: Practical Approach Driven. https://www.amazon.in/Software-Engineering-Practical-Approach-Driven-ebook/dp/B087BNJFJM Amazon Kindle
Dr. K. Aditya. Shastry, Dr. Sanjay H.A. “Fuzzy Expert Systems and Application in Agricultural Diagnosis” Chapter-Adaptive Neuro Fuzzy Inference System in Agriculture pp 130-153 https://www.igi-global.com/chapter/adaptive-neuro-fuzzy-inference-system-in-agriculture/233219 (2020) IGI Global
Dr. K. Aditya. Shastry, Dr. Sanjay H.A. “Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications” Chapter - Machine Learning for Bioinformatics, pp 25-39 https://www.springer.com/gp/book/9789811524448 Springer
Dr. K. Aditya. Shastry, Dr. Sanjay H.A. “Internet of Things and Analytics for Agriculture” Chapter- “Data Analysis and Prediction Using Big Data Analytics in Agriculture” Volume 2, pp 201-224 https://link.springer.com/chapter/10.1007/978-981-15-0663-5_10 (2019) Springer
Mohan Murthy M. K., Dr. Sanjay H.A “Critical Research on Scalability and Security Issues in Virtual Cloud Environments” Chapter - Scalability for cloud, pp 1-18 https://www.igi-global.com/book/critical-research-scalability-security-issues/179336 (2019) IGI Global
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