Engineering Applications of Artificial Intelligence

(The median citation count of Engineering Applications of Artificial Intelligence is 3. 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
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network61
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization61
Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems60
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network60
Computer vision framework for crack detection of civil infrastructure—A review60
Structural dynamics simulation using a novel physics-guided machine learning method58
A dynamical hybrid method to design decision making process based on GRA approach for multiple attributes problem57
Type-2 neutrosophic number based multi-attributive border approximation area comparison (MABAC) approach for offshore wind farm site selection in USA57
Achieving security and privacy in federated learning systems: Survey, research challenges and future directions57
Thermographic fault diagnosis of electrical faults of commutator and induction motors56
An imperialist competitive algorithm with feedback for energy-efficient flexible job shop scheduling with transportation and sequence-dependent setup times56
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples55
Machine learning applications in power system fault diagnosis: Research advancements and perspectives55
Sketch2Photo: Synthesizing photo-realistic images from sketches via global contexts55
Computer vision detection of foreign objects in coal processing using attention CNN55
A spherical fuzzy methodology integrating maximizing deviation and TOPSIS methods54
A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools54
Aircraft engines Remaining Useful Life prediction with an adaptive denoising online sequential Extreme Learning Machine54
A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition53
Linguistic Pythagorean fuzzy CRITIC-EDAS method for multiple-attribute group decision analysis53
Path planning of multiple UAVs with online changing tasks by an ORPFOA algorithm52
A new belief divergence measure for Dempster–Shafer theory based on belief and plausibility function and its application in multi-source data fusion52
More intelligent and robust estimation of battery state-of-charge with an improved regularized extreme learning machine52
STDnet: Exploiting high resolution feature maps for small object detection51
Deep-learning-based short-term electricity load forecasting: A real case application51
Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices51
Performing predefined tasks using the human–robot interaction on speech recognition for an industrial robot51
Deep and transfer learning for building occupancy detection: A review and comparative analysis51
An adaptive decoding biased random key genetic algorithm for cloud workflow scheduling51
Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed50
Reinforcement learning-based application Autoscaling in the Cloud: A survey50
An improved whale optimization algorithm based on multilevel threshold image segmentation using the Otsu method49
MARCOS approach based upon cubic Fermatean fuzzy set and its application in evaluation and selecting cold chain logistics distribution center48
Multiple attribute group decision making based on quasirung orthopair fuzzy sets: Application to electric vehicle charging station site selection problem48
Policy-based reinforcement learning for time series anomaly detection48
Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play48
A new similarity measure between picture fuzzy sets and its application48
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research47
A multi-objective deep reinforcement learning framework47
A Grunwald–Letnikov based Manta ray foraging optimizer for global optimization and image segmentation47
RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments46
A novel three-way decision method in a hybrid information system with images and its application in medical diagnosis46
Artificial intelligence in prognostics and health management of engineering systems46
Vision Transformers in medical computer vision—A contemplative retrospection46
An innovative deep anomaly detection of building energy consumption using energy time-series images46
A hybrid DEMATEL-FRACTAL method of handling dependent evidences46
Demand coverage diversity based ant colony optimization for dynamic vehicle routing problems46
An efficient fault classification method in solar photovoltaic modules using transfer learning and multi-scale convolutional neural network45
MOEPO: A novel Multi-objective Emperor Penguin Optimizer for global optimization: Special application in ranking of cloud service providers45
Adaptive cylinder vector particle swarm optimization with differential evolution for UAV path planning45
Fire detection in video surveillances using convolutional neural networks and wavelet transform45
Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends45
Multi-input CNN based vibro-acoustic fusion for accurate fault diagnosis of induction motor45
Trust management and evaluation for edge intelligence in the Internet of Things44
Improved K2 algorithm for Bayesian network structure learning44
Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions44
A comparative study of deep learning and Internet of Things for precision agriculture43
A novel method for improving the robustness of deep learning-based malware detectors against adversarial attacks43
Emotion recognition using speech and neural structured learning to facilitate edge intelligence43
Backtracking search optimization algorithm-based least square support vector machine and its applications43
A novel machine learning technique for computer-aided diagnosis43
A novel probabilistic intuitionistic fuzzy set based model for high order fuzzy time series forecasting43
A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems43
Automated bridge surface crack detection and segmentation using computer vision-based deep learning model43
A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem42
Enhancing underwater image via adaptive color and contrast enhancement, and denoising42
A belief Hellinger distance for D–S evidence theory and its application in pattern recognition42
A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery42
Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting42
An engine-fault-diagnosis system based on sound intensity analysis and wavelet packet pre-processing neural network42
Disturbance-observer based prescribed-performance fuzzy sliding mode control for PMSM in electric vehicles41
Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network41
A Multi-Strategy Whale Optimization Algorithm and Its Application41
q-rung orthopair fuzzy Aczel–Alsina aggregation operators with multi-criteria decision-making41
Evolutionary Extreme Learning Machine with novel activation function for credit scoring41
A state of the art review on condition assessment models developed for sewer pipelines41
Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction41
Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks41
Forecasting crude oil price with a new hybrid approach and multi-source data40
A novel interdependence based multilevel thresholding technique using adaptive equilibrium optimizer40
Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images40
Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation39
Novel similarity measures in spherical fuzzy environment and their applications39
A powerful Lichtenberg Optimization Algorithm: A damage identification case study39
A novel deep learning-based approach for malware detection39
An approach for characterization of infected area in tomato leaf disease based on deep learning and object detection technique38
Many-Objective Gradient-Based Optimizer to Solve Optimal Power Flow Problems: Analysis and Validations38
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks38
Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling38
A new W-SVM kernel combining PSO-neural network transformed vector and Bayesian optimized SVM in GDP forecasting37
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities37
An improved weighted one class support vector machine for turboshaft engine fault detection37
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia37
A new classification method based on the negation of a basic probability assignment in the evidence theory37
Current status of hybrid structures in wind forecasting37
An enhanced distributed differential evolution algorithm for portfolio optimization problems37
Industrial fault diagnosis based on active learning and semi-supervised learning using small training set37
A population-based iterated greedy algorithm to minimize total flowtime for the distributed blocking flowshop scheduling problem37
Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers37
A novel picture fuzzy CRITIC & REGIME methodology: Wearable health technology application37
A new hybrid financial time series prediction model36
A dynamic framework of multi-attribute decision making under Pythagorean fuzzy environment by using Dempster–Shafer theory36
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis36
A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions36
Computation offloading in Edge Computing environments using Artificial Intelligence techniques36
Improving physical activity recognition using a new deep learning architecture and post-processing techniques36
A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions36
A dynamical artificial bee colony for vehicle routing problem with drones36
A novel hybrid gravitational search particle swarm optimization algorithm36
A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction36
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems36
Novel virtual sample generation using conditional GAN for developing soft sensor with small data36
Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review36
Engineering collective intelligence at the edge with aggregate processes36
A novel grey Riccati–Bernoulli model and its application for the clean energy consumption prediction35
An extended MARCOS method for MCGDM under 2-tuple linguistic q-r35
A hybrid of clustering and meta-heuristic algorithms to solve a p-mobile hub location–allocation problem with the depreciation cost of hub facilities35
An interactive consensus reaching model with updated weights of clusters in large-scale group decision making35
A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability35
Joint DBN and Fuzzy C-Means unsupervised deep clustering for lung cancer patient stratification34
Basic uncertain information soft set and its application to multi-criteria group decision making34
An insight into crash avoidance and overtaking advice systems for Autonomous Vehicles: A review, challenges and solutions34
Deep learning for image colorization: Current and future prospects34
An intuitionistic fuzzy multi-distance based evaluation for aggregated dynamic decision analysis (IF-DEVADA): Its application to waste disposal location selection34
Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting33
Survey on deep learning based computer vision for sonar imagery33
Review of artificial intelligence applications in engineering design perspective33
Predicting Chinese total retail sales of consumer goods by employing an extended discrete grey polynomial model33
Deep learning with nonlocal and local structure preserving stacked autoencoder for soft sensor in industrial processes33
Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection33
Step-wise multi-grained augmented gradient boosting decision trees for credit scoring33
Clustering analysis using an adaptive fused distance33
A new approach to dominant motion pattern recognition at the macroscopic crowd level33
An extended MULTIMOORA method based on OWGA operator and Choquet integral for risk prioritization identification of failure modes33
A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction33
AgriDet: Plant Leaf Disease severity classification using agriculture detection framework33
A complex Jensen–Shannon divergence in complex evidence theory with its application in multi-source information fusion32
Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders32
An outranking approach with 2-tuple linguistic Fermatean fuzzy sets for multi-attribute group decision-making32
Emotion space modelling for social robots32
Designing of optimal digital IIR filter in the multi-objective framework using an evolutionary algorithm32
Group reduced kernel extreme learning machine for fault diagnosis of aircraft engine32
An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems32
Towards privacy preserving AI based composition framework in edge networks using fully homomorphic encryption32
LOT: An industrial oriented ontology engineering framework32
Picture fuzzy set and quality function deployment approach based novel framework for multi-criteria group decision making method32
Automatic pixel-level crack segmentation in images using fully convolutional neural network based on residual blocks and pixel local weights32
A deep learning framework for text-independent writer identification32
Exploiting fractional accumulation and background value optimization in multivariate interval grey prediction model and its application31
Artificial intelligence techniques empowered edge-cloud architecture for brain CT image analysis31
Discriminative sparse embedding based on adaptive graph for dimension reduction31
Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data31
Randomly Initialized CNN with Densely Connected Stacked Autoencoder for Efficient Fire Detection31
Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization31
Q-learning and hyper-heuristic based algorithm recommendation for changing environments31
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction31
DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization31
Complex ISAR target recognition using deep adaptive learning31
A novel dual attention-based BLSTM with hybrid features in speech emotion recognition31
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search31
Robust empirical wavelet fuzzy cognitive map for time series forecasting30
Unsupervised anomaly detection for underwater gliders using generative adversarial networks30
Asian stock markets closing index forecast based on secondary decomposition, multi-factor analysis and attention-based LSTM model30
An adaptively balanced grey wolf optimization algorithm for feature selection on high-dimensional classification30
Towards benchmark datasets for machine learning based website phishing detection: An experimental study30
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping30
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 Analysis30
Algorithmically-consistent deep learning frameworks for structural topology optimization30
A new dynamic radius SVDD for fault detection of aircraft engine30
Long-term traffic flow forecasting using a hybrid CNN-BiLSTM model29
A flexible risk assessment approach integrating subjective and objective weights under uncertainty29
Unsupervised fault diagnosis of wind turbine bearing via a deep residual deformable convolution network based on subdomain adaptation under time-varying speeds29
A hybrid particle swarm optimization with crisscross learning strategy29
A generalized TODIM-ELECTRE II based integrated decision-making framework for technology selection of energy conservation and emission reduction with unknown weight information29
Improved sine cosine algorithm combined with optimal neighborhood and quadratic interpolation strategy29
A comprehensive survey on 3D face recognition methods29
Energy forecasting model based on CNN-LSTM-AE for many time series with unequal lengths29
The role of artificial intelligence-driven soft sensors in advanced sustainable process industries: A critical review29
Novel Fermatean Fuzzy Bonferroni Mean aggregation operators for selecting optimal health care waste treatment technology29
Evaluation of climate change-resilient transportation alternatives using fuzzy Hamacher aggregation operators based group decision-making model29
A bibliometric analysis and cutting-edge overview on fuzzy techniques in Big Data29
Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach28
Maximum 3D Tsallis entropy based multilevel thresholding of brain MR image using attacking Manta Ray foraging optimization28
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study28