Engineering Applications of Artificial Intelligence

Article	Citations
Tunicate Swarm Algorithm: A new bio-inspired based metaheuristic paradigm for global optimization	744
Ensemble deep learning: A review	435
Differential Evolution: A review of more than two decades of research	334
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	295
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	252
Review of swarm intelligence-based feature selection methods	247
Potential, challenges and future directions for deep learning in prognostics and health management applications	245
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	212
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	195
Artificial intelligence for the metaverse: A survey	179
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	161
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	160
Bayesian retinex underwater image enhancement	150
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	146
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	145
An integrated sustainable medical supply chain network during COVID-19	143
Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM	140
QANA: Quantum-based avian navigation optimizer algorithm	135
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	125
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	112
A comprehensive overview of smart wearables: The state of the art literature, recent advances, and future challenges	112
A modified particle swarm optimization for multimodal multi-objective optimization	106
A lightweight vehicles detection network model based on YOLOv5	101
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction	99
A physics-informed deep learning approach for bearing fault detection	96

SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	92
A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	90
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	89
A novel and effective optimization algorithm for global optimization and its engineering applications: Turbulent Flow of Water-based Optimization (TFWO)	89
A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies	89
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	88
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	86
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	79
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	78
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	77
Artificial neural networks in microgrids: A review	77
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	77
Underwater image restoration via backscatter pixel prior and color compensation	76
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	75
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	74
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	74
Underwater target detection based on Faster R-CNN and adversarial occlusion network	74
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	74
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	73
Supervised feature selection techniques in network intrusion detection: A critical review	72
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	72
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	71
A memory guided sine cosine algorithm for global optimization	71
SLAM; definition and evolution	71
Deep learning in electrical utility industry: A comprehensive review of a decade of research	71
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	69
DEACO: Adopting dynamic evaporation strategy to enhance ACO algorithm for the traveling salesman problem	69
Reliable blood supply chain network design with facility disruption: A real-world application	69
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	68
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	68
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	68
Dynamic shuffled frog-leaping algorithm for distributed hybrid flow shop scheduling with multiprocessor tasks	68
An improved marine predators algorithm for shape optimization of developable Ball surfaces	66
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	66
Digital watermarking with improved SMS applied for QR code	66
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	66
Multi-view underwater image enhancement method via embedded fusion mechanism	66
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	65
Smart farming using artificial intelligence: A review	64
A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array	63
From clustering to clustering ensemble selection: A review	63
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	61
A review of visual SLAM methods for autonomous driving vehicles	59
Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems	59
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	58
Type-2 neutrosophic number based multi-attributive border approximation area comparison (MABAC) approach for offshore wind farm site selection in USA	56
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization	56
Structural dynamics simulation using a novel physics-guided machine learning method	56
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network	56
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	56

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

Evolutionary Extreme Learning Machine with novel activation function for credit scoring	37
Many-Objective Gradient-Based Optimizer to Solve Optimal Power Flow Problems: Analysis and Validations	37
Novel similarity measures in spherical fuzzy environment and their applications	37
A new classification method based on the negation of a basic probability assignment in the evidence theory	36
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems	36
Vision Transformers in medical computer vision—A contemplative retrospection	36
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia	36
A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems	36
An improved weighted one class support vector machine for turboshaft engine fault detection	36
An approach for characterization of infected area in tomato leaf disease based on deep learning and object detection technique	36
Improving physical activity recognition using a new deep learning architecture and post-processing techniques	36
Forecasting crude oil price with a new hybrid approach and multi-source data	36
A dynamic framework of multi-attribute decision making under Pythagorean fuzzy environment by using Dempster–Shafer theory	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
Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling	35
Engineering collective intelligence at the edge with aggregate processes	35
A new W-SVM kernel combining PSO-neural network transformed vector and Bayesian optimized SVM in GDP forecasting	35
A novel grey Riccati–Bernoulli model and its application for the clean energy consumption prediction	35
A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions	35
A novel picture fuzzy CRITIC & REGIME methodology: Wearable health technology application	35
Joint DBN and Fuzzy C-Means unsupervised deep clustering for lung cancer patient stratification	34
Novel virtual sample generation using conditional GAN for developing soft sensor with small data	34
A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability	34
A population-based iterated greedy algorithm to minimize total flowtime for the distributed blocking flowshop scheduling problem	34
Computation offloading in Edge Computing environments using Artificial Intelligence techniques	34
A new hybrid financial time series prediction model	34
Industrial fault diagnosis based on active learning and semi-supervised learning using small training set	34
A hybrid of clustering and meta-heuristic algorithms to solve a p-mobile hub location–allocation problem with the depreciation cost of hub facilities	34
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks	34
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
A dynamical artificial bee colony for vehicle routing problem with drones	33
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities	33
An intuitionistic fuzzy multi-distance based evaluation for aggregated dynamic decision analysis (IF-DEVADA): Its application to waste disposal location selection	33
A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction	33
An interactive consensus reaching model with updated weights of clusters in large-scale group decision making	33
Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting	33
A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions	33
Clustering analysis using an adaptive fused distance	32
An extended MULTIMOORA method based on OWGA operator and Choquet integral for risk prioritization identification of failure modes	32
Basic uncertain information soft set and its application to multi-criteria group decision making	32
A new approach to dominant motion pattern recognition at the macroscopic crowd level	32
An enhanced distributed differential evolution algorithm for portfolio optimization problems	32
Emotion space modelling for social robots	32
An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems	32
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis	32
Step-wise multi-grained augmented gradient boosting decision trees for credit scoring	31
Automatic pixel-level crack segmentation in images using fully convolutional neural network based on residual blocks and pixel local weights	31
Picture fuzzy set and quality function deployment approach based novel framework for multi-criteria group decision making method	31
Discriminative sparse embedding based on adaptive graph for dimension reduction	31
A novel deep learning-based approach for malware detection	31
An extended MARCOS method for MCGDM under 2-tuple linguistic q-r	31
Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders	31
LOT: An industrial oriented ontology engineering framework	31
Towards privacy preserving AI based composition framework in edge networks using fully homomorphic encryption	31
A deep learning framework for text-independent writer identification	31
Deep learning for image colorization: Current and future prospects	31
Artificial intelligence techniques empowered edge-cloud architecture for brain CT image analysis	31
A novel dual attention-based BLSTM with hybrid features in speech emotion recognition	31
A new dynamic radius SVDD for fault detection of aircraft engine	30
An insight into crash avoidance and overtaking advice systems for Autonomous Vehicles: A review, challenges and solutions	30
Classification, Prediction, and Monitoring of Parkinson’s disease using Computer Assisted Technologies: A Comparative Analysis	30
Unsupervised anomaly detection for underwater gliders using generative adversarial networks	30
AgriDet: Plant Leaf Disease severity classification using agriculture detection framework	30
Exploiting fractional accumulation and background value optimization in multivariate interval grey prediction model and its application	30
Survey on deep learning based computer vision for sonar imagery	30
Review of artificial intelligence applications in engineering design perspective	30
Designing of optimal digital IIR filter in the multi-objective framework using an evolutionary algorithm	30
An outranking approach with 2-tuple linguistic Fermatean fuzzy sets for multi-attribute group decision-making	30
Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection	30
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search	30
An adaptively balanced grey wolf optimization algorithm for feature selection on high-dimensional classification	29
A hybrid particle swarm optimization with crisscross learning strategy	29
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping	29
Using Gaussian Process Regression (GPR) models with the Matérn covariance function to predict the dynamic viscosity and torque of SiO29
Group reduced kernel extreme learning machine for fault diagnosis of aircraft engine	29
Towards benchmark datasets for machine learning based website phishing detection: An experimental study	29
A bibliometric analysis and cutting-edge overview on fuzzy techniques in Big Data	28
Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach	28
Asian stock markets closing index forecast based on secondary decomposition, multi-factor analysis and attention-based LSTM model	28
Multi-modal recognition of worker activity for human-centered intelligent manufacturing	28
Improved failure mode and effect analysis with interval-valued intuitionistic fuzzy rough number theory	28
Unsupervised fault diagnosis of wind turbine bearing via a deep residual deformable convolution network based on subdomain adaptation under time-varying speeds	28
Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data	28
A generalized TODIM-ELECTRE II based integrated decision-making framework for technology selection of energy conservation and emission reduction with unknown weight information	28
Algorithmically-consistent deep learning frameworks for structural topology optimization	28
Q-learning and hyper-heuristic based algorithm recommendation for changing environments	28
Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review	28
Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths	28
Randomly Initialized CNN with Densely Connected Stacked Autoencoder for Efficient Fire Detection	28
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization	28
Complex ISAR target recognition using deep adaptive learning	28
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	27
Maximum 3D Tsallis entropy based multilevel thresholding of brain MR image using attacking Manta Ray foraging optimization	27