Engineering Applications of Artificial Intelligence

Article	Citations
Ensemble deep learning: A review	488
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	312
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	277
Review of swarm intelligence-based feature selection methods	259
Potential, challenges and future directions for deep learning in prognostics and health management applications	255
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	231
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	199
Artificial intelligence for the metaverse: A survey	193
Bayesian retinex underwater image enhancement	164
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	164
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	163
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	156
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	155
An integrated sustainable medical supply chain network during COVID-19	145
QANA: Quantum-based avian navigation optimizer algorithm	143
Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM	141
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	128
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	124
A lightweight vehicles detection network model based on YOLOv5	111
A modified particle swarm optimization for multimodal multi-objective optimization	107
A physics-informed deep learning approach for bearing fault detection	102
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction	100
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	95
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 times	93

A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies	91
A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	90
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	90
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	87
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	82
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	80
Underwater target detection based on Faster R-CNN and adversarial occlusion network	80
Underwater image restoration via backscatter pixel prior and color compensation	79
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	79
Artificial neural networks in microgrids: A review	79
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	79
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	79
SLAM; definition and evolution	79
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	78
Smart farming using artificial intelligence: A review	78
Supervised feature selection techniques in network intrusion detection: A critical review	76
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	75
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	75
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	75
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	75
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	75
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	74
A memory guided sine cosine algorithm for global optimization	73
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	73
DEACO: Adopting dynamic evaporation strategy to enhance ACO algorithm for the traveling salesman problem	72
Deep learning in electrical utility industry: A comprehensive review of a decade of research	72
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	72
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	71
Multi-view underwater image enhancement method via embedded fusion mechanism	70
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	69
An improved marine predators algorithm for shape optimization of developable Ball surfaces	67
Digital watermarking with improved SMS applied for QR code	66
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features	66
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	66
From clustering to clustering ensemble selection: A review	66
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	66
A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array	65
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	62
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	62
A review of visual SLAM methods for autonomous driving vehicles	62
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network	61
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization	61
Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems	60
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	60
Computer vision framework for crack detection of civil infrastructure—A review	60
Structural dynamics simulation using a novel physics-guided machine learning method	58
Type-2 neutrosophic number based multi-attributive border approximation area comparison (MABAC) approach for offshore wind farm site selection in USA	57
Achieving security and privacy in federated learning systems: Survey, research challenges and future directions	57
A dynamical hybrid method to design decision making process based on GRA approach for multiple attributes problem	57
An imperialist competitive algorithm with feedback for energy-efficient flexible job shop scheduling with transportation and sequence-dependent setup times	56

Thermographic fault diagnosis of electrical faults of commutator and induction motors	56
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples	55
Machine learning applications in power system fault diagnosis: Research advancements and perspectives	55
Sketch2Photo: Synthesizing photo-realistic images from sketches via global contexts	55
Computer vision detection of foreign objects in coal processing using attention CNN	55
A spherical fuzzy methodology integrating maximizing deviation and TOPSIS methods	54
A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools	54
Aircraft engines Remaining Useful Life prediction with an adaptive denoising online sequential Extreme Learning Machine	54
A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition	53
Linguistic Pythagorean fuzzy CRITIC-EDAS method for multiple-attribute group decision analysis	53
Path planning of multiple UAVs with online changing tasks by an ORPFOA algorithm	52
A new belief divergence measure for Dempster–Shafer theory based on belief and plausibility function and its application in multi-source data fusion	52
More intelligent and robust estimation of battery state-of-charge with an improved regularized extreme learning machine	52
Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices	51
Performing predefined tasks using the human–robot interaction on speech recognition for an industrial robot	51
Deep and transfer learning for building occupancy detection: A review and comparative analysis	51
An adaptive decoding biased random key genetic algorithm for cloud workflow scheduling	51
STDnet: Exploiting high resolution feature maps for small object detection	51
Deep-learning-based short-term electricity load forecasting: A real case application	51
Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed	50
Reinforcement learning-based application Autoscaling in the Cloud: A survey	50
An improved whale optimization algorithm based on multilevel threshold image segmentation using the Otsu method	49
Multiple attribute group decision making based on quasirung orthopair fuzzy sets: Application to electric vehicle charging station site selection problem	48
Policy-based reinforcement learning for time series anomaly detection	48
Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play	48
A new similarity measure between picture fuzzy sets and its application	48
MARCOS approach based upon cubic Fermatean fuzzy set and its application in evaluation and selecting cold chain logistics distribution center	48
A multi-objective deep reinforcement learning framework	47
A Grunwald–Letnikov based Manta ray foraging optimizer for global optimization and image segmentation	47
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research	47
Artificial intelligence in prognostics and health management of engineering systems	46
Vision Transformers in medical computer vision—A contemplative retrospection	46
An innovative deep anomaly detection of building energy consumption using energy time-series images	46
A hybrid DEMATEL-FRACTAL method of handling dependent evidences	46
Demand coverage diversity based ant colony optimization for dynamic vehicle routing problems	46
RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments	46
A novel three-way decision method in a hybrid information system with images and its application in medical diagnosis	46
Adaptive cylinder vector particle swarm optimization with differential evolution for UAV path planning	45
Fire detection in video surveillances using convolutional neural networks and wavelet transform	45
Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends	45
Multi-input CNN based vibro-acoustic fusion for accurate fault diagnosis of induction motor	45
An efficient fault classification method in solar photovoltaic modules using transfer learning and multi-scale convolutional neural network	45
MOEPO: A novel Multi-objective Emperor Penguin Optimizer for global optimization: Special application in ranking of cloud service providers	45
Improved K2 algorithm for Bayesian network structure learning	44
Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions	44
Trust management and evaluation for edge intelligence in the Internet of Things	44
Backtracking search optimization algorithm-based least square support vector machine and its applications	43
A novel machine learning technique for computer-aided diagnosis	43
A novel probabilistic intuitionistic fuzzy set based model for high order fuzzy time series forecasting	43
A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems	43
Automated bridge surface crack detection and segmentation using computer vision-based deep learning model	43
A comparative study of deep learning and Internet of Things for precision agriculture	43
A novel method for improving the robustness of deep learning-based malware detectors against adversarial attacks	43
Emotion recognition using speech and neural structured learning to facilitate edge intelligence	43
A belief Hellinger distance for D–S evidence theory and its application in pattern recognition	42
A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery	42
Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting	42
An engine-fault-diagnosis system based on sound intensity analysis and wavelet packet pre-processing neural network	42
A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem	42
Enhancing underwater image via adaptive color and contrast enhancement, and denoising	42
A Multi-Strategy Whale Optimization Algorithm and Its Application	41
q-rung orthopair fuzzy Aczel–Alsina aggregation operators with multi-criteria decision-making	41
Evolutionary Extreme Learning Machine with novel activation function for credit scoring	41
A state of the art review on condition assessment models developed for sewer pipelines	41
Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction	41
Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks	41
Disturbance-observer based prescribed-performance fuzzy sliding mode control for PMSM in electric vehicles	41
Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network	41
A novel interdependence based multilevel thresholding technique using adaptive equilibrium optimizer	40
Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images	40
Forecasting crude oil price with a new hybrid approach and multi-source data	40
Novel similarity measures in spherical fuzzy environment and their applications	39
A powerful Lichtenberg Optimization Algorithm: A damage identification case study	39
A novel deep learning-based approach for malware detection	39
Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation	39
Many-Objective Gradient-Based Optimizer to Solve Optimal Power Flow Problems: Analysis and Validations	38
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks	38
Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling	38
An approach for characterization of infected area in tomato leaf disease based on deep learning and object detection technique	38
A new classification method based on the negation of a basic probability assignment in the evidence theory	37

Current status of hybrid structures in wind forecasting	37
An enhanced distributed differential evolution algorithm for portfolio optimization problems	37
Industrial fault diagnosis based on active learning and semi-supervised learning using small training set	37
A population-based iterated greedy algorithm to minimize total flowtime for the distributed blocking flowshop scheduling problem	37
Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers	37
A novel picture fuzzy CRITIC & REGIME methodology: Wearable health technology application	37
A new W-SVM kernel combining PSO-neural network transformed vector and Bayesian optimized SVM in GDP forecasting	37
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities	37
An improved weighted one class support vector machine for turboshaft engine fault detection	37
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia	37
Computation offloading in Edge Computing environments using Artificial Intelligence techniques	36
Improving physical activity recognition using a new deep learning architecture and post-processing techniques	36
A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions	36
A dynamical artificial bee colony for vehicle routing problem with drones	36
A novel hybrid gravitational search particle swarm optimization algorithm	36
A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction	36
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems	36
Novel virtual sample generation using conditional GAN for developing soft sensor with small data	36
Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review	36
Engineering collective intelligence at the edge with aggregate processes	36
A new hybrid financial time series prediction model	36
A dynamic framework of multi-attribute decision making under Pythagorean fuzzy environment by using Dempster–Shafer theory	36
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis	36
A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions	36
An extended MARCOS method for MCGDM under 2-tuple linguistic q-r	35
A hybrid of clustering and meta-heuristic algorithms to solve a p-mobile hub location–allocation problem with the depreciation cost of hub facilities	35
An interactive consensus reaching model with updated weights of clusters in large-scale group decision making	35
A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability	35
A novel grey Riccati–Bernoulli model and its application for the clean energy consumption prediction	35
An insight into crash avoidance and overtaking advice systems for Autonomous Vehicles: A review, challenges and solutions	34
Deep learning for image colorization: Current and future prospects	34
An intuitionistic fuzzy multi-distance based evaluation for aggregated dynamic decision analysis (IF-DEVADA): Its application to waste disposal location selection	34
Joint DBN and Fuzzy C-Means unsupervised deep clustering for lung cancer patient stratification	34
Basic uncertain information soft set and its application to multi-criteria group decision making	34
Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection	33
Step-wise multi-grained augmented gradient boosting decision trees for credit scoring	33
Clustering analysis using an adaptive fused distance	33
A new approach to dominant motion pattern recognition at the macroscopic crowd level	33
An extended MULTIMOORA method based on OWGA operator and Choquet integral for risk prioritization identification of failure modes	33
A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction	33
AgriDet: Plant Leaf Disease severity classification using agriculture detection framework	33
Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting	33
Survey on deep learning based computer vision for sonar imagery	33
Review of artificial intelligence applications in engineering design perspective	33
Predicting Chinese total retail sales of consumer goods by employing an extended discrete grey polynomial model	33
Deep learning with nonlocal and local structure preserving stacked autoencoder for soft sensor in industrial processes	33
Designing of optimal digital IIR filter in the multi-objective framework using an evolutionary algorithm	32
Group reduced kernel extreme learning machine for fault diagnosis of aircraft engine	32
An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems	32
Towards privacy preserving AI based composition framework in edge networks using fully homomorphic encryption	32
LOT: An industrial oriented ontology engineering framework	32
Picture fuzzy set and quality function deployment approach based novel framework for multi-criteria group decision making method	32
Automatic pixel-level crack segmentation in images using fully convolutional neural network based on residual blocks and pixel local weights	32
A deep learning framework for text-independent writer identification	32
A complex Jensen–Shannon divergence in complex evidence theory with its application in multi-source information fusion	32
Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders	32
An outranking approach with 2-tuple linguistic Fermatean fuzzy sets for multi-attribute group decision-making	32
Emotion space modelling for social robots	32
Randomly Initialized CNN with Densely Connected Stacked Autoencoder for Efficient Fire Detection	31
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization	31
Q-learning and hyper-heuristic based algorithm recommendation for changing environments	31
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction	31
DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization	31
Complex ISAR target recognition using deep adaptive learning	31
A novel dual attention-based BLSTM with hybrid features in speech emotion recognition	31
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search	31
Exploiting fractional accumulation and background value optimization in multivariate interval grey prediction model and its application	31
Artificial intelligence techniques empowered edge-cloud architecture for brain CT image analysis	31
Discriminative sparse embedding based on adaptive graph for dimension reduction	31
Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data	31
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping	30
Using Gaussian Process Regression (GPR) models with the Matérn covariance function to predict the dynamic viscosity and torque of SiO30
Classification, Prediction, and Monitoring of Parkinson’s disease using Computer Assisted Technologies: A Comparative Analysis	30
Algorithmically-consistent deep learning frameworks for structural topology optimization	30
A new dynamic radius SVDD for fault detection of aircraft engine	30
Robust empirical wavelet fuzzy cognitive map for time series forecasting	30
Unsupervised anomaly detection for underwater gliders using generative adversarial networks	30
Asian stock markets closing index forecast based on secondary decomposition, multi-factor analysis and attention-based LSTM model	30
An adaptively balanced grey wolf optimization algorithm for feature selection on high-dimensional classification	30
Towards benchmark datasets for machine learning based website phishing detection: An experimental study	30
A generalized TODIM-ELECTRE II based integrated decision-making framework for technology selection of energy conservation and emission reduction with unknown weight information	29
Improved sine cosine algorithm combined with optimal neighborhood and quadratic interpolation strategy	29
A comprehensive survey on 3D face recognition methods	29
Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths	29
The role of artificial intelligence-driven soft sensors in advanced sustainable process industries: A critical review	29
Novel Fermatean Fuzzy Bonferroni Mean aggregation operators for selecting optimal health care waste treatment technology	29
Evaluation of climate change-resilient transportation alternatives using fuzzy Hamacher aggregation operators based group decision-making model	29
A bibliometric analysis and cutting-edge overview on fuzzy techniques in Big Data	29
Long-term traffic flow forecasting using a hybrid CNN-BiLSTM model	29
A flexible risk assessment approach integrating subjective and objective weights under uncertainty	29
Unsupervised fault diagnosis of wind turbine bearing via a deep residual deformable convolution network based on subdomain adaptation under time-varying speeds	29
A hybrid particle swarm optimization with crisscross learning strategy	29
Maximum 3D Tsallis entropy based multilevel thresholding of brain MR image using attacking Manta Ray foraging optimization	28
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	28
Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach	28