Sharnil Pandya
Forskare
Institutionen för datavetenskap och medieteknik
Fakulteten för teknik
Publikationer
Artikel i tidskrift (Refereegranskat)
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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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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 för tryck -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
Karn, A.L., Pandya, S., Mehbodniya, A., Arslan, F., Sharma, D.K., et al. (2021). 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.
Status: Epub för tryck -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad -
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: Publicerad
Konferensbidrag (Refereegranskat)
- 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.