Engineering Applications of Artificial Intelligence

Article	Citations
Ensemble deep learning: A review	583
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	328
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems	325
Review of swarm intelligence-based feature selection methods	269
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	260
Artificial intelligence for the metaverse: A survey	221
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	206
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	180
Bayesian retinex underwater image enhancement	177
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	175
A comprehensive review on type 2 fuzzy logic applications: Past, present and future	172
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	171
An integrated sustainable medical supply chain network during COVID-19	157
QANA: Quantum-based avian navigation optimizer algorithm	147
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	135
A lightweight vehicles detection network model based on YOLOv5	134
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	133
A physics-informed deep learning approach for bearing fault detection	110
A modified particle swarm optimization for multimodal multi-objective optimization	108
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	102
Smart farming using artificial intelligence: A review	98
Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost	97
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	97
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	95
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	94

A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem	93
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	90
Underwater target detection based on Faster R-CNN and adversarial occlusion network	90
SLAM; definition and evolution	89
Supervised feature selection techniques in network intrusion detection: A critical review	86
Deep neural network model with Bayesian hyperparameter optimization for prediction of NO	85
Underwater image restoration via backscatter pixel prior and color compensation	84
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	84
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	83
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	81
Artificial neural networks in microgrids: A review	81
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	80
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	79
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	78
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	78
Multi-view underwater image enhancement method via embedded fusion mechanism	77
Computer vision framework for crack detection of civil infrastructure—A review	76
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	76
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	76
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	75
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	75
Deep learning in electrical utility industry: A comprehensive review of a decade of research	75
A memory guided sine cosine algorithm for global optimization	74
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features	73
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	72
Selecting an airport ground access mode using novel fuzzy LBWA-WASPAS-H decision making model	71
From clustering to clustering ensemble selection: A review	70
An improved marine predators algorithm for shape optimization of developable Ball surfaces	70
A review of visual SLAM methods for autonomous driving vehicles	70
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	69
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	69
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization	68
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	67
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	66
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	66
Digital watermarking with improved SMS applied for QR code	66
Machine learning applications in power system fault diagnosis: Research advancements and perspectives	65
Thermographic fault diagnosis of electrical faults of commutator and induction motors	64
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network	63
Linguistic Pythagorean fuzzy CRITIC-EDAS method for multiple-attribute group decision analysis	63
Achieving security and privacy in federated learning systems: Survey, research challenges and future directions	62
An imperialist competitive algorithm with feedback for energy-efficient flexible job shop scheduling with transportation and sequence-dependent setup times	62
A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools	61
Sketch2Photo: Synthesizing photo-realistic images from sketches via global contexts	61
Structural dynamics simulation using a novel physics-guided machine learning method	61
Vision Transformers in medical computer vision—A contemplative retrospection	61
Multiple attribute group decision making based on quasirung orthopair fuzzy sets: Application to electric vehicle charging station site selection problem	60
A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition	60
Type-2 neutrosophic number based multi-attributive border approximation area comparison (MABAC) approach for offshore wind farm site selection in USA	60
Computer vision detection of foreign objects in coal processing using attention CNN	59

RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments	59
Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions	59
Automated bridge surface crack detection and segmentation using computer vision-based deep learning model	59
A dynamical hybrid method to design decision making process based on GRA approach for multiple attributes problem	58
Deep and transfer learning for building occupancy detection: A review and comparative analysis	58
Deep-learning-based short-term electricity load forecasting: A real case application	57
Aircraft engines Remaining Useful Life prediction with an adaptive denoising online sequential Extreme Learning Machine	57
An efficient fault classification method in solar photovoltaic modules using transfer learning and multi-scale convolutional neural network	56
Cross-view enhancement network for underwater images	56
Adaptive cylinder vector particle swarm optimization with differential evolution for UAV path planning	56
A spherical fuzzy methodology integrating maximizing deviation and TOPSIS methods	55
More intelligent and robust estimation of battery state-of-charge with an improved regularized extreme learning machine	55
Path planning of multiple UAVs with online changing tasks by an ORPFOA algorithm	55
Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play	54
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research	54
MARCOS approach based upon cubic Fermatean fuzzy set and its application in evaluation and selecting cold chain logistics distribution center	54
An innovative deep anomaly detection of building energy consumption using energy time-series images	54
Multi-input CNN based vibro-acoustic fusion for accurate fault diagnosis of induction motor	54
Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed	53
Performing predefined tasks using the human–robot interaction on speech recognition for an industrial robot	53
Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices	53
An adaptive decoding biased random key genetic algorithm for cloud workflow scheduling	53
A comparative study of deep learning and Internet of Things for precision agriculture	53
A new belief divergence measure for Dempster–Shafer theory based on belief and plausibility function and its application in multi-source data fusion	53
Artificial intelligence in prognostics and health management of engineering systems	52
An improved whale optimization algorithm based on multilevel threshold image segmentation using the Otsu method	52
Policy-based reinforcement learning for time series anomaly detection	51
Reinforcement learning-based application Autoscaling in the Cloud: A survey	51
A multi-objective deep reinforcement learning framework	51
A novel deep learning-based approach for malware detection	51
Fire detection in video surveillances using convolutional neural networks and wavelet transform	50
An enhanced distributed differential evolution algorithm for portfolio optimization problems	48
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems	48
A new similarity measure between picture fuzzy sets and its application	48
Enhancing underwater image via adaptive color and contrast enhancement, and denoising	47
A Multi-Strategy Whale Optimization Algorithm and Its Application	47
Disturbance-observer based prescribed-performance fuzzy sliding mode control for PMSM in electric vehicles	47
A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery	47
A Grunwald–Letnikov based Manta ray foraging optimizer for global optimization and image segmentation	47
Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction	47
Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks	47
A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems	47
A novel probabilistic intuitionistic fuzzy set based model for high order fuzzy time series forecasting	46
A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem	46
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks	46
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
A novel method for improving the robustness of deep learning-based malware detectors against adversarial attacks	45
A state of the art review on condition assessment models developed for sewer pipelines	45
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities	45
MOEPO: A novel Multi-objective Emperor Penguin Optimizer for global optimization: Special application in ranking of cloud service providers	45
Backtracking search optimization algorithm-based least square support vector machine and its applications	45
q-rung orthopair fuzzy Aczel–Alsina aggregation operators with multi-criteria decision-making	45
Emotion recognition using speech and neural structured learning to facilitate edge intelligence	45
Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images	44
AgriDet: Plant Leaf Disease severity classification using agriculture detection framework	44
Trust management and evaluation for edge intelligence in the Internet of Things	44
A belief Hellinger distance for D–S evidence theory and its application in pattern recognition	44
An engine-fault-diagnosis system based on sound intensity analysis and wavelet packet pre-processing neural network	43
Novel virtual sample generation using conditional GAN for developing soft sensor with small data	43
Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network	43
Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting	42
Evolutionary Extreme Learning Machine with novel activation function for credit scoring	42
Long-term traffic flow forecasting using a hybrid CNN-BiLSTM model	41
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis	41
Review of artificial intelligence applications in engineering design perspective	41
Forecasting crude oil price with a new hybrid approach and multi-source data	41
A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions	41
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia	41
A novel interdependence based multilevel thresholding technique using adaptive equilibrium optimizer	41
A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction	41
Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers	40
Novel similarity measures in spherical fuzzy environment and their applications	40
An approach for characterization of infected area in tomato leaf disease based on deep learning and object detection technique	40
LOT: An industrial oriented ontology engineering framework	40
A hybrid deep learning pavement crack semantic segmentation	40
A powerful Lichtenberg Optimization Algorithm: A damage identification case study	40
A new hybrid financial time series prediction model	40
Many-Objective Gradient-Based Optimizer to Solve Optimal Power Flow Problems: Analysis and Validations	40
Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection	40
Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation	40

An outranking approach with 2-tuple linguistic Fermatean fuzzy sets for multi-attribute group decision-making	39
A dynamical artificial bee colony for vehicle routing problem with drones	39
Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling	39
Industrial fault diagnosis based on active learning and semi-supervised learning using small training set	39
Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review	39
Deep learning for image colorization: Current and future prospects	38
A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions	38
A novel hybrid gravitational search particle swarm optimization algorithm	38
A new classification method based on the negation of a basic probability assignment in the evidence theory	38
Current status of hybrid structures in wind forecasting	38
Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data	38
A population-based iterated greedy algorithm to minimize total flowtime for the distributed blocking flowshop scheduling problem	38
A novel picture fuzzy CRITIC & REGIME methodology: Wearable health technology application	38
Automatic pixel-level crack segmentation in images using fully convolutional neural network based on residual blocks and pixel local weights	37
An improved weighted one class support vector machine for turboshaft engine fault detection	37
DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization	37
A dynamic framework of multi-attribute decision making under Pythagorean fuzzy environment by using Dempster–Shafer theory	37
Computation offloading in Edge Computing environments using Artificial Intelligence techniques	37
Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders	37
A novel grey Riccati–Bernoulli model and its application for the clean energy consumption prediction	37
A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability	37
A survey of recently developed metaheuristics and their comparative analysis	36
Robust empirical wavelet fuzzy cognitive map for time series forecasting	36
Engineering collective intelligence at the edge with aggregate processes	36
An extended MARCOS method for MCGDM under 2-tuple linguistic q-r	36
An interactive consensus reaching model with updated weights of clusters in large-scale group decision making	36
An intuitionistic fuzzy multi-distance based evaluation for aggregated dynamic decision analysis (IF-DEVADA): Its application to waste disposal location selection	36
A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction	36
Asian stock markets closing index forecast based on secondary decomposition, multi-factor analysis and attention-based LSTM model	36
An insight into crash avoidance and overtaking advice systems for Autonomous Vehicles: A review, challenges and solutions	36
Survey on deep learning based computer vision for sonar imagery	36
Prediction based mean-value-at-risk portfolio optimization using machine learning regression algorithms for multi-national stock markets	36
Review on optimization techniques and role of Artificial Intelligence in home energy management systems	35
Picture fuzzy set and quality function deployment approach based novel framework for multi-criteria group decision making method	35
Basic uncertain information soft set and its application to multi-criteria group decision making	35
Deep learning with nonlocal and local structure preserving stacked autoencoder for soft sensor in industrial processes	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
Clustering analysis using an adaptive fused distance	35
A new approach to dominant motion pattern recognition at the macroscopic crowd level	35
Step-wise multi-grained augmented gradient boosting decision trees for credit scoring	35
Complex ISAR target recognition using deep adaptive learning	34
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization	34
A deep learning framework for text-independent writer identification	34
The role of artificial intelligence-driven soft sensors in advanced sustainable process industries: A critical review	34
Group reduced kernel extreme learning machine for fault diagnosis of aircraft engine	34
Using Gaussian Process Regression (GPR) models with the Matérn covariance function to predict the dynamic viscosity and torque of SiO34
Development of a cross-scale weighted feature fusion network for hot-rolled steel surface defect detection	34
An adaptively balanced grey wolf optimization algorithm for feature selection on high-dimensional classification	34
Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting	34
Enhancing short-term forecasting of daily precipitation using numerical weather prediction bias correcting with XGBoost in different regions of China	34
Predicting Chinese total retail sales of consumer goods by employing an extended discrete grey polynomial model	34
Novel Fermatean Fuzzy Bonferroni Mean aggregation operators for selecting optimal health care waste treatment technology	33
An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems	33
Evaluation of climate change-resilient transportation alternatives using fuzzy Hamacher aggregation operators based group decision-making model	33
Towards privacy preserving AI based composition framework in edge networks using fully homomorphic encryption	33
Designing of optimal digital IIR filter in the multi-objective framework using an evolutionary algorithm	33
Q-learning and hyper-heuristic based algorithm recommendation for changing environments	33
A novel dual attention-based BLSTM with hybrid features in speech emotion recognition	33
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search	33
Randomly Initialized CNN with Densely Connected Stacked Autoencoder for Efficient Fire Detection	33
Lightweight object detection algorithm for robots with improved YOLOv5	33
Towards benchmark datasets for machine learning based website phishing detection: An experimental study	33
Discriminative sparse embedding based on adaptive graph for dimension reduction	33
A complex Jensen–Shannon divergence in complex evidence theory with its application in multi-source information fusion	32
Unsupervised anomaly detection for underwater gliders using generative adversarial networks	32
Unsupervised fault diagnosis of wind turbine bearing via a deep residual deformable convolution network based on subdomain adaptation under time-varying speeds	32
Emotion space modelling for social robots	32
Exploiting fractional accumulation and background value optimization in multivariate interval grey prediction model and its application	32
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction	32
A flexible risk assessment approach integrating subjective and objective weights under uncertainty	31
Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation	31
Time-series anomaly detection with stacked Transformer representations and 1D convolutional network	31
Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths	31
Algorithmically-consistent deep learning frameworks for structural topology optimization	31
A new dynamic radius SVDD for fault detection of aircraft engine	31
A hybrid particle swarm optimization with crisscross learning strategy	30
Dynamic clustering analysis for driving styles identification	30
Augmented data driven self-attention deep learning method for imbalanced fault diagnosis of the HVAC chiller	30
Digital twin of an industrial workstation: A novel method of an auto-labeled data generator using virtual reality for human action recognition in the context of human–robot collaboration	30
Improved sine cosine algorithm combined with optimal neighborhood and quadratic interpolation strategy	30
A novel grey prediction evolution algorithm for multimodal multiobjective optimization	30
DNoiseNet: Deep learning-based feedback active noise control in various noisy environments	30
Maximum 3D Tsallis entropy based multilevel thresholding of brain MR image using attacking Manta Ray foraging optimization	30
A generalized TODIM-ELECTRE II based integrated decision-making framework for technology selection of energy conservation and emission reduction with unknown weight information	30
ZE	30
Deep learning-based detection of aluminum casting defects and their types	30
From time-series to 2D images for building occupancy prediction using deep transfer learning	30
Improved assessment model for candidate design schemes with an interval rough integrated cloud model under uncertain group environment	30
An efficient adaptive large neighborhood search algorithm based on heuristics and reformulations for the generalized quadratic assignment problem	30
Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest	30
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping	30
Classification, Prediction, and Monitoring of Parkinson’s disease using Computer Assisted Technologies: A Comparative Analysis	30
A novel parsimonious spherical fuzzy analytic hierarchy process for sustainable urban transport solutions	29
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	29
A hybrid approach based on dual hesitant q-rung orthopair fuzzy Frank power partitioned Heronian mean aggregation operators for estimating sustainable urban transport solutions	29