| 1 | Tropos: An Agent-Oriented Software Development Methodology | Autonomous Agents and Multi-Agent Systems | 2004 | 1,214 |
| 2 | Particle Swarm Optimization: A Comprehensive Survey | IEEE Access | 2022 | 1,034 |
| 3 | Cyber Security and the Internet of Things: Vulnerabilities, Threats, Intruders and Attacks | Journal of Cyber Security and Mobility | 2015 | 483 |
| 4 | Internet of Things in Smart Grid: Architecture, Applications, Services, Key Technologies, and Challenges | Inventions | 2019 | 482 |
| 5 | Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison | Computers in Biology and Medicine | 2021 | 354 |
| 6 | SECURE TROPOS: A SECURITY-ORIENTED EXTENSION OF THE TROPOS METHODOLOGY | International Journal of Software Engineering and Knowledge Engineering | 2007 | 313 |
| 7 | Piraña and PCluster: A modeling environment and cluster infrastructure for NONMEM | Computer Methods and Programs in Biomedicine | 2011 | 309 |
| 8 | A survey of learning-based techniques of email spam filtering | Artificial Intelligence Review | 2009 | 297 |
| 9 | Sentiment analysis of nationwide lockdown due to COVID 19 outbreak: Evidence from India | Asian Journal of Psychiatry | 2020 | 291 |
| 10 | Surface Plasmon Resonance Based Titanium Coated Biosensor for Cancer Cell Detection | IEEE Photonics Journal | 2019 | 277 |
| 11 | An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models | Machine Learning With Applications | 2021 | 270 |
| 12 | Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data | Information Processing and Management | 2021 | 260 |
| 13 | Performance analysis of machine learning models for intrusion detection system using Gini Impurity-based Weighted Random Forest (GIWRF) feature selection technique | Cybersecurity | 2022 | 235 |
| 14 | Genome-wide transcriptional analysis of grapevine berry ripening reveals a set of genes similarly modulated during three seasons and the occurrence of an oxidative burst at vèraison | BMC Genomics | 2007 | 228 |
| 15 | Building brand relationships online: A comparison of two interactive applications | Journal of Interactive Marketing | 2002 | 209 |
| 16 | Encryption and steganography-based text extraction in IoT using the EWCTS optimizer | Imaging Science Journal | 2021 | 200 |
| 17 | Differential optical absorption spectroscopy-based refractive index sensor for cancer cell detection | Optical Review | 2021 | 180 |
| 18 | Advancement and challenges in MOSFET scaling | Materials Science in Semiconductor Processing | 2021 | 179 |
| 19 | Factors affecting university instructors' adoption of web-based learning systems: Case study of Iran | Computers and Education | 2013 | 177 |
| 20 | Identification of Risk Factors Associated with Obesity and Overweight—A Machine Learning Overview | Sensors | 2020 | 174 |
| 21 | Specifying and analyzing early requirements in Tropos | Requirements Engineering | 2004 | 172 |
| 22 | Goal-oriented requirements analysis and reasoning in the Tropos methodology | Engineering Applications of Artificial Intelligence | 2005 | 165 |
| 23 | A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models | Computers in Biology and Medicine | 2022 | 164 |
| 24 | Gold-coated photonic crystal fiber biosensor based on surface plasmon resonance: Design and analysis | Sensing and Bio-Sensing Research | 2018 | 152 |
| 25 | A comprehensive survey on functional link neural networks and an adaptive PSO–BP learning for CFLNN | Neural Computing and Applications | 2009 | 146 |
| 26 | Profit Prediction Using ARIMA, SARIMA and LSTM Models in Time Series Forecasting: A Comparison | IEEE Access | 2022 | 144 |
| 27 | Defining a neuron: neuronal ELAV proteins | Cellular and Molecular Life Sciences | 2007 | 140 |
| 28 | Design and optimization of photonic crystal fiber for liquid sensing applications | Photonic Sensors | 2016 | 140 |
| 29 | Case studies synthesis: a thematic, cross-case, and narrative synthesis worked example | Empirical Software Engineering | 2014 | 135 |
| 30 | High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images | Computers in Biology and Medicine | 2023 | 134 |
| 31 | An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification | Journal of Systems and Software | 2012 | 127 |
| 32 | The Impact of Adversarial Attacks on Federated Learning: A Survey | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2024 | 126 |
| 33 | Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images | IEEE Transactions on Image Processing | 2017 | 125 |
| 34 | Hippocampal volume change measurement: Quantitative assessment of the reproducibility of expert manual outlining and the automated methods FreeSurfer and FIRST | NeuroImage | 2014 | 124 |
| 35 | Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks | Sensors | 2021 | 124 |
| 36 | A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model | Mathematics | 2023 | 122 |
| 37 | Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm | Machine Learning With Applications | 2021 | 121 |
| 38 | Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security | IEEE Journal of Biomedical and Health Informatics | 2023 | 121 |
| 39 | Hybrid photonic crystal fiber in chemical sensing | SpringerPlus | 2016 | 120 |
| 40 | Deep Completion Autoencoders for Radio Map Estimation | IEEE Transactions on Wireless Communications | 2022 | 120 |
| 41 | Machine learning based diabetes prediction and development of smart web application | International Journal of Cognitive Computing in Engineering | 2021 | 119 |
| 42 | Eye-tracking for user modeling in exploratory learning environments: An empirical evaluation | Knowledge-Based Systems | 2007 | 116 |
| 43 | Antecedents of continued usage intentions of web-based learning management system in Tanzania | Education and Training | 2015 | 113 |
| 44 | Recent Advances in Thermal Imaging and its Applications Using Machine Learning: A Review | IEEE Sensors Journal | 2023 | 113 |
| 45 | Detection of land-cover transitions by combining multidate classifiers | Pattern Recognition Letters | 2004 | 112 |
| 46 | Towards the development of privacy-aware systems | Information and Software Technology | 2009 | 112 |
| 47 | Secure and privacy-preserving intrusion detection in wireless sensor networks: Federated learning with SCNN-Bi-LSTM for enhanced reliability | Ad Hoc Networks | 2024 | 112 |
| 48 | Radio Map Estimation: A data-driven approach to spectrum cartography | IEEE Signal Processing Magazine | 2022 | 111 |
| 49 | Tri‐core photonic crystal fiber based refractive index dual sensor for salinity and temperature detection | Microwave and Optical Technology Letters | 2019 | 110 |
| 50 | Electrochemical synthesis of graphene quantum dots from graphene oxide at room temperature and its soil moisture sensing properties | Carbon | 2020 | 110 |
