| # | Title | Journal | Year | Citations |
|---|
| 1 | Hydrological modelling using artificial neural networks | Progress in Physical Geography | 2001 | 663 |
| 2 | HydroTest: A web-based toolbox of evaluation metrics for the standardised assessment of hydrological forecasts | Environmental Modelling and Software | 2007 | 405 |
| 3 | Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption | IEEE Transactions on Neural Networks and Learning Systems | 2015 | 274 |
| 4 | Cost-sensitive decision tree ensembles for effective imbalanced classification | Applied Soft Computing Journal | 2014 | 262 |
| 5 | The Statistical DownScaling Model: insights from one decade of application | International Journal of Climatology | 2013 | 246 |
| 6 | PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection | IEEE Transactions on Industrial Informatics | 2020 | 246 |
| 7 | Flood estimation at ungauged sites using artificial neural networks | Journal of Hydrology | 2006 | 210 |
| 8 | A review of learning in biologically plausible spiking neural networks | Neural Networks | 2020 | 199 |
| 9 | Detection of conceptual model rainfall—runoff processes inside an artificial neural network | Hydrological Sciences Journal | 2003 | 182 |
| 10 | Towards an autonomous real-time tracking system of near-miss accidents on construction sites | Automation in Construction | 2010 | 164 |
| 11 | Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification | Computer Methods and Programs in Biomedicine | 2020 | 154 |
| 12 | Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods | Skin Research and Technology | 2013 | 153 |
| 13 | A Heuristic Distributed Task Allocation Method for Multivehicle Multitask Problems and Its Application to Search and Rescue Scenario | IEEE Transactions on Cybernetics | 2016 | 153 |
| 14 | Fusing fine-tuned deep features for skin lesion classification | Computerized Medical Imaging and Graphics | 2019 | 152 |
| 15 | Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects | IEEE Transactions on Industrial Informatics | 2021 | 149 |
| 16 | AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning | Neurocomputing | 2020 | 146 |
| 17 | Design issues and implementation of internet-based process control systems | Control Engineering Practice | 2003 | 137 |
| 18 | Skin Lesion Classification Using Hybrid Deep Neural Networks | | 2019 | 134 |
| 19 | Design and Analysis of Multimodel-Based Anomaly Intrusion Detection Systems in Industrial Process Automation | IEEE Transactions on Systems, Man, and Cybernetics: Systems | 2015 | 122 |
| 20 | BRDF Representation and Acquisition | Computer Graphics Forum | 2016 | 118 |
| 21 | A review of genetic algorithms applied to training radial basis function networks | Neural Computing and Applications | 2004 | 111 |
| 22 | Mean shift based gradient vector flow for image segmentation | Computer Vision and Image Understanding | 2013 | 108 |
| 23 | Colour and contrast enhancement for improved skin lesion segmentation | Computerized Medical Imaging and Graphics | 2011 | 100 |
| 24 | MARINE: Man-in-the-Middle Attack Resistant Trust Model in Connected Vehicles | IEEE Internet of Things Journal | 2020 | 94 |
| 25 | Evaluation of artificial neural network techniques for flow forecasting in the River Yangtze, China | Hydrology and Earth System Sciences | 2002 | 93 |
| 26 | Anomaly Detection Based on Zone Partition for Security Protection of Industrial Cyber-Physical Systems | IEEE Transactions on Industrial Electronics | 2018 | 93 |
| 27 | An ensemble classification approach for melanoma diagnosis | Memetic Computing | 2014 | 92 |
| 28 | On the maximal connected component of a hypercube with faulty vertices III | International Journal of Computer Mathematics | 2006 | 84 |
| 29 | A practical adaptive approach for dynamic background subtraction using an invariant colour model and object tracking | Pattern Recognition Letters | 2005 | 77 |
| 30 | Distributed Task Rescheduling With Time Constraints for the Optimization of Total Task Allocations in a Multirobot System | IEEE Transactions on Cybernetics | 2018 | 77 |
| 31 | Automatic citrus canker detection from leaf images captured in field | Pattern Recognition Letters | 2011 | 76 |
| 32 | A comparison of artificial neural networks used for river forecasting | Hydrology and Earth System Sciences | 1999 | 73 |
| 33 | A novel algorithm for initial lesion detection in ultrasound breast images | Journal of Applied Clinical Medical Physics | 2008 | 73 |
| 34 | Born to learn: The inspiration, progress, and future of evolved plastic artificial neural networks | Neural Networks | 2018 | 73 |
| 35 | Knowledge-based process management—an approach to handling adaptive workflow | Knowledge-Based Systems | 2003 | 71 |
| 36 | A next generation browsing environment for large image repositories | Multimedia Tools and Applications | 2010 | 70 |
| 37 | The tanh function method for solving some important non-linear partial differential equations | International Journal of Computer Mathematics | 2005 | 69 |
| 38 | Man-In-The-Middle Attacks in Vehicular Ad-Hoc Networks: Evaluating the Impact of Attackers’ Strategies | Sensors | 2018 | 69 |
| 39 | Applying machine learning to identify autistic adults using imitation: An exploratory study | PLoS ONE | 2017 | 60 |
| 40 | Commodity single board computer clusters and their applications | Future Generation Computer Systems | 2018 | 60 |
| 41 | The studio as laboratory: Combining creative practice and digital technology research | International Journal of Human Computer Studies | 2005 | 57 |
| 42 | Cyber-physical system security for networked industrial processes | International Journal of Automation and Computing | 2015 | 56 |
| 43 | The discerning eye of computer vision: Can it measure Parkinson's finger tap bradykinesia? | Journal of the Neurological Sciences | 2020 | 56 |
| 44 | Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework | Memetic Computing | 2009 | 53 |
| 45 | Individual variables with an impact on knowledge sharing: the critical role of employees’ ignorance | Journal of Knowledge Management | 2015 | 52 |
| 46 | Reliable, Distributed Scheduling and Rescheduling for Time-Critical, Multiagent Systems | IEEE Transactions on Automation Science and Engineering | 2018 | 52 |
| 47 | Robot-Enhanced Therapy: Development and Validation of Supervised Autonomous Robotic System for Autism Spectrum Disorders Therapy | IEEE Robotics and Automation Magazine | 2019 | 52 |
| 48 | No Reference Quality Assessment for Screen Content Images Using Stacked Autoencoders in Pictorial and Textual Regions | IEEE Transactions on Cybernetics | 2022 | 52 |
| 49 | Communicating graphical information to blind users using music | | 1998 | 49 |
| 50 | Existence and stability of periodic solution in impulsive Hopfield neural networks with finite distributed delays | Physics Letters, Section A: General, Atomic and Solid State Physics | 2005 | 49 |
