Faculty Research Publications: 2022 VIEW HERE
Title of the Funded Project | Name of the Funding Agency | Amount Received in Rs. | Name of the principal Investigators/Co-Principal investigator | Name of the Sectioned Department | Date of the Sanction of project | Duration of the Project | Status |
Investigation into the chaotic dyanamics of the Neural Networks | SERB | Rs. 18.3 Lakhs | Dr. Archana Mathur | Information Science and Engineering | 2021 | ||
End-to-end Verifiable and Preferential Strategy based Electronic Voting System Using Delegated Proof of Stake on Blockchain | TEQIP | Rs. 2 Lakhs | Dr. Manoj Kumar M V | Information Science and Engineering | 2019 | ||
Development of algorithms for extraction of features from clinical reports and pattern recognition to predict of treatment outcomes related to infectious diseases | VGST | Rs. 3 Lakhs | Dr. Manoj Kumar M V | Information Science and Engineering | 2021 | ||
Development of algorithms for extraction of features from clinical reports and pattern recognition to predict of treatment outcomes related to infectious diseases | VGST | Rs. 3 Lakhs | Dr. Manoj Kumar M V and Mr. Prashanth B S | Information Science and Engineering | 26th August 2021 | 1 Year | Ongoing |
SPICES – Hackclub | AICTE | Rs. 1 Lakh | Dr. Sanjay H A and Mr. Kiran B R | Information Science and Engineering | 5th March 2021 | 1 Year | Ongoing |
Name of Faculty (Principal Investigator) | Title of the Project | Name of the Funding agency | Amount received in Rs |
Dr. K Aditya Shastry | Cloud based machine learning framework for prediction of chronic diseases | VGST - KFIST-1 | 15 Lakhs |
Dr. Sanjay H A | Skill & Personality Development Program | AICTE | 20.5 Lakhs |
Dr. Sanjay H A (PI)& Dr. Ashwini J P (Co-PI) | Framework for Dynamic Resource allocation and efficient scheduling Strategies to Enable cloud for HPC Applications | Department of Information Technology, New Delhi | 15.26 Lakhs |
Dr. Sanjay H A (PI) & Dr. Aditya Shastry K (Co-PI) | Multimodal data security framework | ISRO, Bangalore | 3 Lakhs |
Principal/HOD | FIST Program - 2016 | DST, New Delhi | 10 Lakhs |
Dr. Sanjay H A | Educational Cloud: Cloud based learning platform | VTU, Belagavi | 5.6 Lakhs |
Dr. Manoj Kumar M V | End to End Verifiable and Preferential Strategy based Electronic Voting System Using Delegated Proof of Stake on Blockchain | VTU, Belagavi | 2 Lakhs |
Mr. Sanket S Salvi | Designing a prototype Smart Water Tank | VOICE NGO, Delhi. | 5 Lakhs |
Dr. Sanjay H A, Dr. Mukunda P G Mr. SankarDesiga | SMOG – Air Pollution Controller | IEDC | 1 Lakh |
Mr. Preetham N Ms. Kshema Raphael | Πpad – The NXT GEN tab with booting feature | IEDC | 1 Lakh |
Mr.Sanket S Salvi | Indian Sign Language Translator Gloves | TEQIP | 45,000 |
Ms. Navya C | NMIT Wheel : Mono Wheel self-balancing skate board | TEQIP | 75,000 |
Mr. Chandrashekar B N | Balancing of Web Application workload using Hybrid Computing (CPU-GPU with CUDA architecture) | TEQIP | 1 Lakh |
Mr. Manjunath B A | Intrusion Detection using Data Mining Technique | TEQIP | 50,000 |
Mr. Pramod Jain, Mr. Sanket Salvi | Smart Agriculture Eco System | TEQIP | 1.45 Lakhs |
The Department of Information Science and Engineering at NMIT ha created an ecosystem for promoting Innovation and Entrepreneurship
K Aditya Shastry, Manjunatha B A, "AN INTEGRATED VEHICLE TRACKING AND EMERGENCY ALERT SYSTEM"German Patent,September 2023
A German patent has been granted for the students project on Augmented reality based indoor navigation.
Teachers In the department have 6 patent applications in the last few years in areas such as Requirements Engineering, scaling of virtual machines and a few more.
Faculty Patent Details: VIEW HERE
Name of Alumni | Batch | Name of the Start Up | Nature of the Start-up |
Mr. AnirudhAsokan | 2009-13 | HavstruckSolutionsPrivate Limited | Software Development |
Mr. Vinay G | 2007-11 | UlphiTechnolgies, Bangalore | Software Development |
Mr. Charan S Turme | 2010-14 | Aamchi Media, Pvt. Ltd | Software Development |
Mr. PranithHengavalli | 2015-19 | BroCorp, Bangalore | Software Development |
Mr. Sabari Prabaker | 2015-19 | Globsol Innovations Lab Pvt. Ltd | Design and manufacturing of medical devices |
Mr. Rohan G | 2015-19 | Rohan Software Solutions, Bengaluru | Enterprise project development |
Mr. Dhanush S, Mr. Manjunath S | 2015-19 | Octalabz, Bengaluru | Software Development |
Author(s) name | Title of the Paper | Title of the Journal | Publications Details | Indexing (Scopus/SCI/WOS/UGC/Others) | ||
Vol/Issue | Page No. | Year | ||||
Sudeepa Dey, Archana Mathur, Dayasagar B.S, Saha S | ALIS: A Novel Metric in Lineage Independent Evaluation of Scholar | Journal of Information Science (Scimago Q1, I.F: 2.7 ) | https://doi.org/10.1177/ | - | 2021 | WOS |
Shivam G S, K Aditya Shastry, Shahil Kumar, Sarvesh Kumar, Balaji N, | Dynamic Movie Ticket Price Prediction Using Machine Learning | ANTIC | - | - | 2021 | Scopus Indexed |
Tulasi Srinivas | Insights on blockchain frameworks for decentralized application deployment | 5th International Conference on Information Systems and Computer Networks | - | - | 2021 | Scopus Indexed |
Ms. Ullal Akshatha Nayak, Dr. Swarnalatha K S, Mr.Ashiish Acharya, Mr Akash Thapa, Mr. Aadarsh Shah, Mr. Abhishek Kumar Singh, Dr. Balasubramani | Eliciting The Requirements Using Use Case Tool and Classifying It Using Machine Learning | CSITSS | - | - | 2021 | Scopus Indexed |
K. Aditya Shastry, Sanjay H.A | A modified genetic algorithm and weighted principal component analysis-based feature selection and extraction strategy in agriculture | Knowledge-Based Systems | Volume 232, 2021,107460, ISSN 0950-7051 | 1 - 18 | 2021 | Scopus and WoS |
Suryoday Basak, Archana Mathur, Abhijit Jeremiel Theophilus, Gouri Deshpande & Jayant Murthy | Habitability classification of exoplanets: a machine learning insight | European Physical Journal Special Topics, Springer | https://doi.org/10.1140/epjs/s11734-021-00203-z | July 2021 | Web of Science (SCI) Impact Factor – 2.707 | |
Margarita Safonova, Archana Mathur, Suryoday Basak, Kakoli Bora and Surbhi Agrawal | Quantifying the classification of exoplanets: in search for the right habitability metric | European Physical Journal Special Topics, Springer | https://doi.org/10.1140/epjs/s11734-021-00211-z | July 2021 | Web of Science (SCI) Impact Factor – 2.707 | |
Luckyson Khaidema, Snehanshu Saha, Saibal Kar, Archana Mathur, Sriparna Saha | Expert Habitat: A Colonization Conjecture for Exoplanetary Habitability via penalized multi-objective optimization-based candidate validation | European Physical Journal Special Topics, Springer | https://doi.org/10.1140/epjs/s11734-021-00208-8 | July 2021 | Web of Science (SCI) Impact Factor – 2.707 | |
K. Aditya Shastry, Sanjay H A | Hybrid prediction strategy to predict agricultural information | Applied Soft Computing | 98 | 1-12 | 2021 | Scopus, WOS |
Snehanshu Saha, Nithin Nagaraj, Archana Mathur, Rahul Yedida, Sneha H R | Evolution of novel activation functions in neural network training for astronomy data: habitability classification of exoplanets | European Physical Journal Special Topics, Springer-Verlag Germany | 229 | 2629–2738 | 2020 | Scopus |
Manoj Kumar, M. V.; Prashanth, B. S.; Sarah, Syeda; Kashif, Md.; Sneha, H. R | Expression X: Emotion Based Music Recommendation System | Journal of Computational and Theoretical Nanoscience | Volume 17, Numbers 9-10 | 3958-3963 | 2020 | SCI |
Spoorthi J K, .Thejas, B. C, .Manoj Kumar, M. V. | Realtime Learning and Attention Monitoring System for Competitive Exam Preparation | Journal of Computational and Theoretical Nanoscience | Volume 17, Numbers 9-10 | 4016-4021 | 2020 | Scopus |
Author(s) name | Title of the paper | Name of the Conference | Date of Conference | Publication of the Proceeding (IEEE/MSME/ Springer etc.) |
Pragati Aravind Nayak, Pavithra Sriganesh, Rakshitha K.M, Manoj Kumar M.V, Prashanth BS, Sneha H R | Literature Review on Phenomenon of Concept Drift and its Handling Approaches | IEEE ASIANCON 2021 - 2021 Asian conference on innovation in technology | 28th to 29th August 2021 | IEEE |
Pragati Aravind Nayak, Pavithra Sriganesh, Rakshitha K.M, Manoj Kumar M.V, Prashanth BS | Concept Drift and Model Decay Detection using Machine Learning Algorithm | 12th International Conference on Computing, Communications and Networking Technologies, IIT Kharagpur | 6th to 8th July 2021 | IEEE |
B N Chandrashekhar, H A Sanjay, Tulasi Srinivas | Performance analysis of Parallel Programming Paradigms on CPU-GPU clusters | IEEE Scopus International Conference on Artificial Intelligence and Smart Systems (ICAIS 2021) India | 25th to 27th March 2021 | IEEE |
N G Goudru | Tuning Pmax in RED gateways for QoS enhancement in wireless packet switching Networks | 2nd International conference on Mathematical Modelling, Computational Intelligence Techniques and Renewable Energy (MMCITRE -2021), Pandit Deenadayal Petroleum University (PDPU), Gandhinagar, Gujarat, India. | 6th to 8th February 2021 | Springer |
B. N. Chandrashekhar, H. A. Sanjay | Performance Analysis of Sequential and Parallel Programming Paradigms on CPU-GPUs Cluster | IEEE Scopus 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV 2021) India | 4to 6th February 2021 | IEEE |
Sheethal S, K. Aditya Shastry, Simranjith S, Salman P, Vinay B C | Machine learning based air pollution prediction | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Pruthviraj, Akshatha G C, K Aditya Shastry, Nagaraj, Nikhil | Crop and fertilizer recommendation System based on Soil classification | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Prashanth P Wagle, Shobha rani, Suhas B Kowligi, Suman B H, Pramodh B, Pranaw Kumar, Srinivasa Raghavan, K. Aditya Shastry, Sanjay H A, Manoj Kumar, Nagaraj K, Subhash C | Machine Learning based Ensemble Network Security System | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Disha D.N, Seema S, K. Aditya Shastry | Prediction and detection of autism spectrum disorder by using machine learning algorithms | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Vani E S, Sankar Dasiga | Streaming of multimedia using SCTP from an embedded platform | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Sweta, Safeena N, Roopa R, Ramya B S, Kavya B S | Hot Spots Policing and Crime Prevention Using Machine Learning | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Aniket Verma, Amith Suman, Vidyadevi G Biradar, Brunda S | Human Activity Classification using Deep Convolution Neural Network | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Gaurav Ghosh, Swarnalatha K S | A detail analysis and implementation of haar cascade classifier | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
Bibek Kumar, Pavithra S, Sanjay H A | Stock Market Anomalies Detection by using optimized z-score technique on clusters obtained from K-Means | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
N G Goudru, Puneeth, Krishna Rao | Enhancement of performance of Round-Trip time using Kalman Filtering | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020 | 22nd and 23rd December 2020 | Springer |
N G Goudru | A detail analysis and implementation of haar cascade classifier | 2nd International Conference on VLSI signal processing, Power Electronics, IoT, Communication and Embedded systems | 22nd and 23rd December 2020 | Springer |
Vishnu Yarlagadda, Shashidhar G. Koolagudi, Manoj Kumar M V, Swapna Donepudi | Driver Drowsiness Detection Using Facial Parameters and RNNs with LSTM | 17th INDICON 2020, IEEE Digital Library | 11th to 13th December 2020 | IEEE |
M Aishwarya, Sushma V, Sunaina D, Kavya D, Shadakshari S, K. Aditya Shastry | Resource Management Employing A Cyber-Physical System in Cloud Computing | 2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020. | 22nd and 23rd December 2020 | Springer |
K N Deeksha, Deeksha M, Anagha V Girish, Anusha S Bhat, Lakshmi H | Classification of Brain Tumor and its types using Convolutional Neural Network | International Conference for Innovation in Technology - INOCON 2020 | 6th November 2020 | American Scientific Publishers |
Name of Author | Title of Book/Book Chapter | Year | Name of The Publisher | Book/ Book Chapter |
Manoj Kumar M.V., S.L. Shiva Darshan, B.S. Prashanth and Y. Vishnu Srinivasa Murthy | Malware Analysis and Intrusion Detection in Cyber-Physical Systems- DOI: 10.4018/978-1-6684-8666-5 | 2023 | IGI Global (Scopus) | Book |
Manoj Kumar M. V., Shiva Darshan S. L., Prashanth B. S. and Vishnu Yarlagadda | Introduction to the Cyber-Security Landscape, in book Malware Analysis and Intrusion Detection in Cyber-Physical Systems, SBN13: 9781668486665 | 2023 | IGI Global (Scopus) | Book Chapter |
Manoj Kumar M. V., Shiva Darshan S. L., Prashanth B. S. and Vishnu Yarlagadda | Foundation of Malware Analysis and Detection, Introduction to the Cyber-Security Landscape, in book Malware Analysis and Intrusion Detection in Cyber-Physical Systems, EISBN13: 9781668486689 | 2023 | IGI Global (Scopus) | Book Chapter |
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) | 2023 | Bentham Science Publishers | Book Chapter |
Dr. K. Aditya Shastry | “Dynamic Movie Ticket Price Prediction Using Machine Learning" DOI: 10.1201/9781003320340-2 | ISBN: 9781003320340 | 2023 | Taylor & Francis (Scopus) | Book Chapter |
Dr. K. Aditya Shastry, Dr. Sanjay H A | “Computational Intelligence, Machine 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 | 2021 | Springer | Book Chapter |
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 | 2021 | Springer | Book |
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 | 2021 | Springer | Book |
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 | 2021 | Springer | Book Chapter |
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 | 2021 | Springer | Book Chapter |
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 | 2021 | Springer | Book Chapter |
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 | 2021 | Springer | Book Chapter |
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 | 2021 | Springer | Book Chapter |
Dr. Swarnalatha K S, Manjunath A E | Software Engineering: Practical Approach Driven. https://www.amazon.in/Software-Engineering-Practical-Approach-Driven-ebook/dp/B087BNJFJM | 2020 | Amazon Kindle | Book |
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 | Book Chapter |
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 | 2020 | Springer | Book Chapter |
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 | Book Chapter |
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 | Book Chapter |
Likewin Thomas, Manoj Kumar M. V. and Annappa B. | “Pre-Screening Systems for Early Disease Prediction, Detection, and Prevention” Chapter - Clinical Decision support system for early disease detection and management, pp 108-115 https://www.igi-global.com/chapter/clinical-decision-support-system-for-early-disease-detection-and-management/215043 | 2018 | IGI Global | Book Chapter |
Dr. N. G. Goudru | Discrete Mathematical Structures https://www.amazon.in/Discrete-Mathematical-Structures-N-Goudru/dp/9350514494/ref=sr_1_1?dchild=1&qid=1630136240&refinements=p_27%3AN.G.+Goudru&s=books&sr=1-1 | 2017 | Himalaya Publishing HouseRacecourse Road | Book |