Sharnil Pandya

Sharnil Pandya is a Researcher at the Department of Computer Science and Media Technology, Linnéuniversitetet, Sweden. He has done his doctorate in the domain of Internet of Things and Masters in Infomation Technology from Swinburne University, Australia. he has more than 12 years of teaching experience and has served at various institutions as Associate Professor, and Assistant Professor positions.

His research interests include Healthcare Informatics, and Ambient/Smart Sensing. He has a special interest in inter-disciplinary research and projects. He has more than 90 papers published/presented in reputed international conferences and Sci journals to his credit and 6 published patents. He is a winner of prestigious Marie Skłodowska-Curie postdoc Fellowship for the year 2022. He has worked on a couple of national funded projects sponsored by DST and DRDO worth 150k USD and 200k USD. Recently, he has received prestigious Horizon 2020 research project grant of 5 million SEK as a co-Investigator, sponsored by European Union. He is also a reviewer for reputed journals like IEEE Transactions on Industrial Electronics, IEEE Internet of things, Scientific Reports, Nature, IEEE Sensors and many more. He has guided and guiding numerous undergraduate/postgraduate/doctorate students.

Teaching

Teaching Experience: I have more than 12 years of teaching experience and have served at various institutions as Associate Professor, and Assistant Professor positions.

Subjects Taught:

Internet of Things, Wireless Sensors Network, Embedded Systems, Digital Signal Processing, Computer Vision(Image Processing), Machine Learning, Deep Learning, Artificial Intelligence.

Research

Interests:

Acoustics and Sound
Digital Enhanced Living
Behavioral pattern generation and Anomaly Detection
Image processing for the healthcare
Assistive Technology for wellness
Intelligent Non-Speech Audio Assistance
Neonatal Preventive Healthcare Monitoring
Transfer Learning
HL7 Version 2, Clinical Document Architecture (CDA) & Fast Health Interoperability Resources (FHIR)

Research Projects

Currently I am working as a Co-Investogator on the Horizon 2022 project titiled "A Novel Framework for Contactless Diagnosis and Forecasting of Cardiovascular Diseases". The project has received a research grant fund of € 222,727,68 from the EU.

CORDIS Project Link: https://cordis.europa.eu/project/id/101065536

My ongoing research projects

Project: VCardiac - A Novel Framework for Contactless Detection and Forecasting of Early Stages of Heart Diseases and Cardiac Arrest Conditions VCardiac is a new framework that utilises acoustic heart…

Publications

Article in journal (Refereed)

Pandya, S., Ghayvat, H., Reddy, P.K., Gadekallu, T.R., Khan, M.A., et al. (2023). COUNTERSAVIOR : AIoMT and IIoT enabled Adaptive Virus Outbreak Discovery Framework for Healthcare Informatics. IEEE Internet of Things Journal. 10 (4). 4202-4212.
Status: Published
Jasmine Pemeena Priyadarsini, M., Kotecha, K., Rajini, G.K., Hariharan, K., Utkarsh Raj, K., et al. (2023). Lung Diseases Detection Using Various Deep Learning Algorithms. Journal of Healthcare Engineering. 2023.
Status: Published
Pandya, S., Srivastava, G., Jhaveri, R., Babu, M.R., Bhattacharya, S., et al. (2023). Federated learning for smart cities : A comprehensive survey. Sustainable Energy Technologies and Assessments. 55.
Status: Published
Ghayvat, H., Pandya, S., Awais, M., Dev, K. (2023). STRENUOUS : Edge-Line Computing, AI, and IIoT Enabled GPS Spatiotemporal Data-Based Meta-Transmission Healthcare Ecosystem for Virus Outbreaks Discovery. IEEE Internet of Things Journal. 10 (4). 3285-3294.
Status: Published
Rajput, V., Mulay, P., Pandya, S., Mahajan, C., Deshpande, R. (2023). Blood Pressure Estimation Using Emotion-Based Optimization Clustering Model. Acta Informatica Pragensia. 12 (1). 123-140.
Status: Published
Javed, A.R., Ahmed, W., Pandya, S., Maddikunta, P.K.R., Alazab, M., et al. (2023). A Survey of Explainable Artificial Intelligence for Smart Cities. Electronics. 12 (4).
Status: Published
Karn, A.L., Pandya, S., Mehbodniya, A., Arslan, F., Sharma, D.K., et al. (2023). An integrated approach for sustainable development of wastewater treatment and management system using IoT in smart cities. Soft Computing - A Fusion of Foundations, Methodologies and Applications. 27. 5159-5175.
Status: Published
Pandya, S., Gadekallu, T.R., Maddikunta, P.K.R., Sharma, R. (2022). A Study of the Impacts of Air Pollution on the Agricultural Community and Yield Crops (Indian Context). Sustainability. 14 (20).
Status: Published
Arikumar, K.S., Prathiba, S.B., Alazab, M., Gadekallu, T.R., Pandya, S., et al. (2022). FL-PMI : Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems. Sensors. 22 (4).
Status: Published
Pandya, S., Gadekallu, T.R., Reddy, P.K., Wang, W., Alazab, M. (2022). InfusedHeart : A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events. IEEE Transactions on Computational Social Systems. 1-10.
Status: Epub ahead of print
Boobalan, P., Ramu, S.P., Pham, Q., Dev, K., Pandya, S., et al. (2022). Fusion of Federated Learning and Industrial Internet of Things : A survey. Computer Networks. 212.
Status: Published
Kadam, P., Pandya, S., Phansalkar, S., Sarangdhar, M., Petkar, N., et al. (2022). FVEstimator : A novel food volume estimator Wellness model for calorie measurement and healthy living. Measurement. 198.
Status: Published
Vyas, A.H., Mehta, M.A., Kotecha, K., Pandya, S., Alazab, M., et al. (2022). Tear film breakup time-based dry eye disease detection using convolutional neural network. Neural Computing & Applications.
Status: Epub ahead of print
Mishra, S., Tripathy, H.K., Kumar Thakkar, H., Garg, D., Kotecha, K., et al. (2021). An Explainable Intelligence Driven Query Prioritization Using Balanced Decision Tree Approach for Multi-Level Psychological Disorders Assessment. Frontiers In Public Health. 9.
Status: Published
Srivastava, A., Jain, S., Miranda, R., Patil, S., Pandya, S., et al. (2021). Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease. PeerJ Computer Science. 7.
Status: Published
Mehta, P., Pandya, S., Kotecha, K. (2021). Harvesting social media sentiment analysis to enhance stock market prediction using deep learning. PeerJ Computer Science. 7.
Status: Published
Mishra, N., Pandya, S., Patel, C., Cholli, N., Modi, K., et al. (2021). Memcached : An Experimental Study of DDoS Attacks for the Wellbeing of IoT Applications. Sensors. 21 (23).
Status: Published
Shah, A., Ahirrao, S., Pandya, S., Kotecha, K., Rathod, S. (2021). Smart Cardiac Framework for an Early Detection of Cardiac Arrest Condition and Risk. Frontiers In Public Health. 9.
Status: Published
Mehbodniya, A., Lazar, A.J.P., Webber, J., Sharma, D.K., Jayagopalan, S., et al. (2021). Fetal health classification from cardiotocographic data using machine learning. Expert systems (Print). 39 (6).
Status: Published
Patil, S., Pandya, S. (2021). Forecasting Dengue Hotspots Associated With Variation in Meteorological Parameters Using Regression and Time Series Models. Frontiers In Public Health. 9.
Status: Published
Ghayvat, H., Awais, M., Gope, P., Pandya, S., Majumdar, S. (2021). ReCognizing SUspect and PredictiNg ThE SpRead of Contagion Based on Mobile Phone LoCation DaTa (COUNTERACT) : A system of identifying COVID-19 infectious and hazardous sites, detecting disease outbreaks based on the internet of things, edge computing, and artificial intelligence. Sustainable cities and society. 69.
Status: Published
Pandya, S., Wakchaure, M.A., Shankar, R., Annam, J.R. (2021). Analysis of NOMA-OFDM 5G wireless system using deep neural network. The Journal of Defence Modeling and Simulation : Applications, Methodology, Technology. 19 (4). 799-806.
Status: Published
Pandya, S., Thakur, A., Saxena, S., Jassal, N., Patel, C., et al. (2021). A Study of the Recent Trends of Immunology : Key Challenges, Domains, Applications, Datasets, and Future Directions. Sensors. 21 (23).
Status: Published
Pandya, S., Sur, A., Solke, N. (2021). COVIDSAVIOR : A Novel Sensor-Fusion and Deep Learning Based Framework for Virus Outbreaks. Frontiers In Public Health. 9.
Status: Published
Mishra, N., Pandya, S. (2021). Internet of Things Applications, Security Challenges, Attacks, Intrusion Detection, and Future Visions : A Systematic Review. IEEE Access. 9. 59353-59377.
Status: Published
Pandya, S., Ghayvat, H., Sur, A., Awais, M., Kotecha, K., et al. (2020). Pollution Weather Prediction System : Smart Outdoor Pollution Monitoring and Prediction for Healthy Breathing and Living. Sensors. 20 (18).
Status: Published
Sur, A., Pandya, S., Sah, R.P., Kotecha, K., Narkhede, S. (2020). Influence of bed temperature on performance of silica gel/methanol adsorption refrigeration system at adsorption equilibrium. Particulate Science and Technology. 39 (5). 624-631.
Status: Published
Pandya, S., Sur, A., Kotecha, K. (2020). Smart epidemic tunnel : IoT-based sensor-fusion assistive technology for COVID-19 disinfection. International Journal of Pervasive Computing and Communications. 18 (4). 376-387.
Status: Published
Awais, M., Ghayvat, H., Krishnan Pandarathodiyil, A., Nabillah Ghani, W.M., Ramanathan, A., et al. (2020). Healthcare Professional in the Loop (HPIL) : Classification of Standard and Oral Cancer-Causing Anomalous Regions of Oral Cavity Using Textural Analysis Technique in Autofluorescence Imaging. Sensors. 20 (20).
Status: Published
Barot, V., Kapadia, V., Pandya, S. (2020). QoS Enabled IoT Based Low Cost Air Quality Monitoring System with Power Consumption Optimization. Cybernetics and Information Technologies. 20 (2). 122-140.
Status: Published
Patel, C.I., Labana, D., Pandya, S., Modi, K., Ghayvat, H., et al. (2020). Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences. Sensors. 20 (24).
Status: Published
Ghayvat, H., Awais, M., Pandya, S., Ren, H., Akbarzadeh, S., et al. (2019). Smart Aging System : Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection. Sensors. 19 (4).
Status: Published
Pandya, S., Ghayvat, H., Kotecha, K., Awais, M., Akbarzadeh, S., et al. (2018). Smart Home Anti-Theft System : A Novel Approach for Near Real-Time Monitoring and Smart Home Security for Wellness Protocol. Applied System Innovation. 1.
Status: Published

Conference paper (Refereed)

Sur, A., Sah, R.P., Pandya, S. (2020). Milk storage system for remote areas using solar thermal energy and adsorption cooling. 2020 International Conference on Aspects of Materials Science and Engineering, ICAMSE, Chandigarh, 29 - May, 2020. 1764-1770.
Ghayvat, H., Pandya, S., Patel, A. (2020). Deep Learning Model for Acoustics Signal Based Preventive Healthcare Monitoring and Activity of Daily Living. 2nd International Conference on Data, Engineering and Applications, IDEA 2020.
Patel, W.D., Pandya, S., Koyuncu, B., Ramani, B., Bhaskar, S., et al. (2018). NXTGeUH : LoRaWAN based NEXT Generation Ubiquitous Healthcare System for Vital Signs Monitoring & Falls Detection. 1st International Conference on Data Science and Analytics, PuneCon 2018 - Proceedings.
Pandya, S., Shah, J., Joshi, N., Ghayvat, H., Mukhopadhyay, S.C., et al. (2016). A novel hybrid based recommendation system based on clustering and association mining. Proceedings of the International Conference on Sensing Technology, ICST.