Sharnil Pandya

27 papers Journal 25Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated learning for big data: A survey on opportunities, applications, and future directions. Eng. Appl. Artif. Intell. Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Hailin Feng, Kai Fang, Sharnil Pandya, Madhusanka Liyanage, Wei Wang, Thanh Thi Nguyen
2025	J	`jnl`	Framework, Standards, Applications and Best practices of Responsible AI : A Comprehensive Survey. CoRR Thippa Reddy Gadekallu, Kapal Dev, Sunder Ali Khowaja, Weizheng Wang, Hailin Feng, Kai Fang, Sharnil Pandya, Wei Wang
2024	—	`conf`	Blockchain for Securing Device-to-Device Communication in Software Defined Networks. GLOBECOM (Workshops) Thippa Reddy Gadekallu, Kai Fang, Hailin Feng, Sharnil Pandya, Ramalingam Murugan, Praveen Kumar Reddy Maddikunta, Sweta Bhattacharya, Gokul Yenduri
2024	J	`jnl`	InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events. IEEE Trans. Comput. Soc. Syst. Sharnil Pandya, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Weizheng Wang, Mamoun Alazab
2024	J	`jnl`	Tear film breakup time-based dry eye disease detection using convolutional neural network. Neural Comput. Appl. Aditi Haresh Vyas, Mayuri A. Mehta, Ketan Kotecha, Sharnil Pandya, Mamoun Alazab, Thippa Reddy Gadekallu
2023	J	`jnl`	AI-enabled radiologist in the loop: novel AI-based framework to augment radiologist performance for COVID-19 chest CT medical image annotation and classification from pneumonia. Neural Comput. Appl. Hemant Ghayvat, Muhammad Awais, Ali Kashif Bashir, Sharnil Pandya, Mohd. Zuhair, Mamoon Rashid, Jamel Nebhen
2023	J	`jnl`	An integrated approach for sustainable development of wastewater treatment and management system using IoT in smart cities. Soft Comput. Arodh Lal Karn, Sharnil Pandya, Abolfazl Mehbodniya, Farrukh Arslan, Dilip Kumar Sharma, Khongdet Phasinam, Muhammad Nauman Aftab, Regin Rajan, Ravi Kumar Bommisetti, Sudhakar Sengan
2023	J	`jnl`	COUNTERSAVIOR: AIoMT and IIoT-Enabled Adaptive Virus Outbreak Discovery Framework for Healthcare Informatics. IEEE Internet Things J. Sharnil Pandya, Hemant Ghayvat, M. Praveen Kumar Reddy, Thippa Reddy Gadekallu, Muhammad Ahmed Khan, Neeraj Kumar
2023	J	`jnl`	STRENUOUS: Edge-Line Computing, AI, and IIoT Enabled GPS Spatiotemporal Data-Based Meta-Transmission Healthcare Ecosystem for Virus Outbreaks Discovery. IEEE Internet Things J. Hemant Ghayvat, Sharnil Pandya, Muhammad Awais, Kapal Dev
2022	J	`jnl`	CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications. IEEE J. Biomed. Health Informatics Hemant Ghayvat, Sharnil Pandya, Pronaya Bhattacharya, Mohd. Zuhair, Mamoon Rashid, Saqib Hakak, Kapal Dev
2022	J	`jnl`	DBGC: Dimension-Based Generic Convolution Block for Object Recognition. Sensors Chirag I. Patel, Dulari Bhatt, Urvashi Sharma, Radhika Patel, Sharnil Pandya, Kirit Modi, Nagaraj G. Cholli, Akash Patel, Urvi Bhatt, Muhammad Ahmed Khan, Shubhankar Majumdar, Mohd. Zuhair, Khushi Patel, Syed Aziz Shah, Hemant Ghayvat
2022	J	`jnl`	FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems. Sensors K. S. Arikumar, Sahaya Beni Prathiba, Mamoun Alazab, Thippa Reddy Gadekallu, Sharnil Pandya, Javed Masood Khan, Rajalakshmi Shenbaga Moorthy
2022	J	`jnl`	Fetal health classification from cardiotocographic data using machine learning. Expert Syst. J. Knowl. Eng. Abolfazl Mehbodniya, Arokia Jesu Prabhu Lazar, Julian L. Webber, Dilip Kumar Sharma, Santhosh Jayagopalan, Kittusamy Kousalya, Pallavi Singh, Regin Rajan, Sharnil Pandya, Sudhakar Sengan
2022	J	`jnl`	Fusion of Federated Learning and Industrial Internet of Things: A survey. Comput. Networks M. Parimala Boobalan, Swarna Priya Ramu, Quoc-Viet Pham, Kapal Dev, Sharnil Pandya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Thien Huynh-The
2022	J	`jnl`	Smart epidemic tunnel: IoT-based sensor-fusion assistive technology for COVID-19 disinfection. Int. J. Pervasive Comput. Commun. Sharnil Pandya, Anirban Sur, Ketan Kotecha
2022	J	`jnl`	XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions. CoRR Gautam Srivastava, Rutvij H. Jhaveri, Sweta Bhattacharya, Sharnil Pandya, Rajeswari, Praveen Kumar Reddy Maddikunta, Gokul Yenduri, Jon G. Hall, Mamoun Alazab, Thippa Reddy Gadekallu
2021	J	`jnl`	A Study of the Recent Trends of Immunology: Key Challenges, Domains, Applications, Datasets, and Future Directions. Sensors Sharnil Pandya, Aanchal Thakur, Santosh Saxena, Nandita Jassal, Chirag I. Patel, Kirit Modi, Pooja Shah, Rahul Joshi, Sudhanshu Suhas Gonge, Kalyani Kadam, Prachi Kadam
2021	J	`jnl`	Ambient acoustic event assistive framework for identification, detection, and recognition of unknown acoustic events of a residence. Adv. Eng. Informatics Sharnil Pandya, Hemant Ghayvat
2021	J	`jnl`	Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease. PeerJ Comput. Sci. Arpan Srivastava, Sonakshi Jain, Ryan Miranda, Shruti Patil, Sharnil Pandya, Ketan Kotecha
2021	J	`jnl`	Harvesting social media sentiment analysis to enhance stock market prediction using deep learning. PeerJ Comput. Sci. Pooja Mehta, Sharnil Pandya, Ketan Kotecha
2021	J	`jnl`	Internet of Things Applications, Security Challenges, Attacks, Intrusion Detection, and Future Visions: A Systematic Review. IEEE Access Nivedita Mishra, Sharnil Pandya
2021	J	`jnl`	Memcached: An Experimental Study of DDoS Attacks for the Wellbeing of IoT Applications. Sensors Nivedita Mishra, Sharnil Pandya, Chirag I. Patel, Nagaraj G. Cholli, Kirit Modi, Pooja Shah, Madhuri R. Chopade, Sudha Patel, Ketan Kotecha
2020	J	`jnl`	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 Muhammad Awais, Hemant Ghayvat, Anitha Krishnan Pandarathodiyil, Wan Maria Nabillah Ghani, Anand Ramanathan, Sharnil Pandya, Nicolas Walter, Mohamad Naufal bin Mohamad Saad, Rosnah Binti Zain, Ibrahima Faye
2020	J	`jnl`	Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences. Sensors Chirag I. Patel, Dileep Labana, Sharnil Pandya, Kirit Modi, Hemant Ghayvat, Muhammad Awais
2020	J	`jnl`	Pollution Weather Prediction System: Smart Outdoor Pollution Monitoring and Prediction for Healthy Breathing and Living. Sensors Sharnil Pandya, Hemant Ghayvat, Anirban Sur, Muhammad Awais, Ketan Kotecha, Santosh Saxena, Nandita Jassal, Gayatri Pingale
2019	—	`conf`	Proposal and Preliminary Fall-related Activities Recognition in Indoor Environment. ICCT Hemant Ghayvat, Sharnil Pandya, Ashish Patel
2019	J	`jnl`	Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection. Sensors Hemant Ghayvat, Muhammad Awais, Sharnil Pandya, Hao Ren, Saeed Akbarzadeh, Subhas Chandra Mukhopadhyay, Chen Chen, Prosanta Gope, Arpita Chouhan, Wei Chen