| # | Title | Journal | Year | Citations |
|---|
| 1 | A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images | Applied Sciences (Switzerland) | 2020 | 431 |
| 2 | Prediction of Heart Disease Using a Combination of Machine Learning and Deep Learning | Computational Intelligence and Neuroscience | 2021 | 234 |
| 3 | Blockchain for smart cities: A review of architectures, integration trends and future research directions | Sustainable Cities and Society | 2020 | 201 |
| 4 | Sound Classification Using Convolutional Neural Network and Tensor Deep Stacking Network | IEEE Access | 2019 | 153 |
| 5 | Unification of Blockchain and Internet of Things (BIoT): requirements, working model, challenges and future directions | Wireless Networks | 2021 | 112 |
| 6 | Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network | Circuits, Systems, and Signal Processing | 2020 | 111 |
| 7 | Diagnosis of breast cancer based on modern mammography using hybrid transfer learning | Multidimensional Systems and Signal Processing | 2021 | 102 |
| 8 | Internet of health things-driven deep learning system for detection and classification of cervical cells using transfer learning | Journal of Supercomputing | 2020 | 99 |
| 9 | Fake News Detection Using Machine Learning approaches: A systematic Review | Journal of Supercomputing | 2019 | 93 |
| 10 | WELFake: Word Embedding Over Linguistic Features for Fake News Detection | IEEE Transactions on Computational Social Systems | 2021 | 82 |
| 11 | A systematic review on deep learning architectures and applications | Expert Systems | 2019 | 78 |
| 12 | An attention‐based deep learning model for traffic flow prediction using spatiotemporal features towards sustainable smart city | International Journal of Communication Systems | 2021 | 77 |
| 13 | Privacy Ensured ${e}$ -Healthcare for Fog-Enhanced IoT Based Applications | IEEE Access | 2019 | 75 |
| 14 | Blockchain and homomorphic encryption-based privacy-preserving data aggregation model in smart grid | Computers and Electrical Engineering | 2021 | 75 |
| 15 | Internet of Robotic Things: Driving Intelligent Robotics of Future - Concept, Architecture, Applications and Technologies | Computers and Electrical Engineering | 2018 | 74 |
| 16 | Fog computing: A taxonomy, systematic review, current trends and research challenges | Journal of Parallel and Distributed Computing | 2021 | 72 |
| 17 | Improved Deep Convolutional Neural Network Based Malicious Node Detection and Energy-Efficient Data Transmission in Wireless Sensor Networks | IEEE Transactions on Network Science and Engineering | 2022 | 66 |
| 18 | A Novel Trust Evaluation Process for Secure Localization Using a Decentralized Blockchain in Wireless Sensor Networks | IEEE Access | 2019 | 64 |
| 19 | A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease | Journal of Healthcare Engineering | 2021 | 61 |
| 20 | Enhancing Performance of Deep Learning Models with different Data Augmentation Techniques: A Survey | Journal of Healthcare Engineering | 2020 | 59 |
| 21 | Real time object detection and trackingsystem for video surveillance system | Multimedia Tools and Applications | 2021 | 58 |
| 22 | KDSAE: Chronic kidney disease classification with multimedia data learning using deep stacked autoencoder network | Multimedia Tools and Applications | 2020 | 57 |
| 23 | A survey on recent optimal techniques for securing unmanned aerial vehicles applications | Transactions on Emerging Telecommunications Technologies | 2021 | 55 |
| 24 | A novel deep learning-based multi-model ensemble method for the prediction of neuromuscular disorders | Neural Computing and Applications | 2020 | 53 |
| 25 | A Deep Learning Model Based on Multi-Objective Particle Swarm Optimization for Scene Classification in Unmanned Aerial Vehicles | IEEE Access | 2020 | 52 |
| 26 | Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus | Multimedia Systems | 2022 | 50 |
| 27 | Efficient image encryption scheme based on generalized logistic map for real time image processing | Journal of Real-Time Image Processing | 2020 | 49 |
| 28 | Mitigation of Black Hole and Gray Hole Attack Using Swarm Inspired Algorithm With Artificial Neural Network | IEEE Access | 2020 | 48 |
| 29 | Association of learning styles with different e-learning problems: a systematic review and classification | Education and Information Technologies | 2020 | 46 |
| 30 | DaaS: Dew Computing as a Service for Intelligent Intrusion Detection in Edge-of-Things Ecosystem | IEEE Internet of Things Journal | 2021 | 46 |
| 31 | A lightweight IoT‐based security framework for inventory automation using wireless sensor network | International Journal of Communication Systems | 2020 | 45 |
| 32 | LoRa-LBO: An Experimental Analysis of LoRa Link Budget Optimization in Custom Build IoT Test Bed for Agriculture 4.0 | Agronomy | 2021 | 41 |
| 33 | Security Assured CNN-Based Model for Reconstruction of Medical Images on the Internet of Healthcare Things | IEEE Access | 2020 | 40 |
| 34 | Financial Fraud Detection in Healthcare Using Machine Learning and Deep Learning Techniques | Security and Communication Networks | 2021 | 39 |
| 35 | Performance Analysis of IoT and Long-Range Radio-Based Sensor Node and Gateway Architecture for Solid Waste Management | Sensors | 2021 | 38 |
| 36 | Gene Expression-Assisted Cancer Prediction Techniques | Journal of Healthcare Engineering | 2021 | 37 |
| 37 | A Complete Process of Text Classification System Using State-of-the-Art NLP Models | Computational Intelligence and Neuroscience | 2022 | 34 |
| 38 | A Privacy Preserving Distributed Ledger Framework for Global Human Resource Record Management: The Blockchain Aspect | IEEE Access | 2020 | 32 |
| 39 | Blockchain Powered Secure Range-Free Localization in Wireless Sensor Networks | Arabian Journal for Science and Engineering | 2020 | 30 |
| 40 | A secure localization scheme based on trust assessment for WSNs using blockchain technology | Future Generation Computer Systems | 2021 | 29 |
| 41 | Blockchain-Based Data Storage With Privacy and Authentication in Internet of Things | IEEE Internet of Things Journal | 2022 | 28 |
| 42 | Comparison of RSM, ANN and Fuzzy Logic for extraction of Oleonolic Acid from Ocimum sanctum | Computers in Industry | 2020 | 28 |
| 43 | Hybrid Logical Security Framework for Privacy Preservation in the Green Internet of Things | Sustainability | 2020 | 27 |
| 44 | HSV model‐based segmentation driven facial acne detection using deep learning | Expert Systems | 2022 | 27 |
| 45 | Res-CovNet: an internet of medical health things driven COVID-19 framework using transfer learning | Neural Computing and Applications | 2023 | 26 |
| 46 | Artificial Intelligence for Assessment and Feedback to Enhance Student Success in Higher Education | Mathematical Problems in Engineering | 2022 | 26 |
| 47 | Autonomous cars: Recent developments, challenges, and possible solutions | IOP Conference Series: Materials Science and Engineering | 2021 | 25 |
| 48 | Economic and Social Survey on Renting and Hiring Of Agricultural Equipment of Farmers in Punjab | IOP Conference Series: Materials Science and Engineering | 2021 | 25 |
| 49 | An Integrated Hybrid CNN–RNN Model for Visual Description and Generation of Captions | Circuits, Systems, and Signal Processing | 2020 | 24 |
| 50 | Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map | Symmetry | 2021 | 24 |
