Engineering Applications of Artificial Intelligence

(The H4-Index of Engineering Applications of Artificial Intelligence is 62. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)
Ensemble deep learning: A review488
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems312
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects277
Review of swarm intelligence-based feature selection methods259
Potential, challenges and future directions for deep learning in prognostics and health management applications255
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems231
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate199
Artificial intelligence for the metaverse: A survey193
Bayesian retinex underwater image enhancement164
A comprehensive review on type 2 fuzzy logic applications: Past, present and future164
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection163
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications156
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications155
An integrated sustainable medical supply chain network during COVID-19145
QANA: Quantum-based avian navigation optimizer algorithm143
Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM141
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism128
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN124
A lightweight vehicles detection network model based on YOLOv5111
A modified particle swarm optimization for multimodal multi-objective optimization107
A physics-informed deep learning approach for bearing fault detection102
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction100
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection95
A novel and effective optimization algorithm for global optimization and its engineering applications: Turbulent Flow of Water-based Optimization (TFWO)94
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times93
A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies91
A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem90
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost90
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm87
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment82
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine80
Underwater target detection based on Faster R-CNN and adversarial occlusion network80
Underwater image restoration via backscatter pixel prior and color compensation79
Probability transformation of mass function: A weighted network method based on the ordered visibility graph79
Artificial neural networks in microgrids: A review79
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems79
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO79
SLAM; definition and evolution79
Smart farming using artificial intelligence: A review78
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review78
Supervised feature selection techniques in network intrusion detection: A critical review76
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm75
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation75
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis75
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making75
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making75
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification74
A memory guided sine cosine algorithm for global optimization73
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface73
DEACO: Adopting dynamic evaporation strategy to enhance ACO algorithm for the traveling salesman problem72
Deep learning in electrical utility industry: A comprehensive review of a decade of research72
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data72
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey71
Multi-view underwater image enhancement method via embedded fusion mechanism70
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model69
An improved marine predators algorithm for shape optimization of developable Ball surfaces67
Digital watermarking with improved SMS applied for QR code66
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features66
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation66
From clustering to clustering ensemble selection: A review66
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach66
A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array65
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model62
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction62
A review of visual SLAM methods for autonomous driving vehicles62