Engineering Applications of Artificial Intelligence

Article	Citations
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	1333
Dynamic-balanced double-attention fusion for image captioning	657
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	538
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	453
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	344
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	269
Self-localization based on terrestrial and satellite semantics	257
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	225
Vibration suppression of ball-screw drive system based on flexible dynamics model	222
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	218
Editorial Board	217
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	195
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	191
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	181
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	179
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	178
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	178
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	177
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	163
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	157
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	155
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	154
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	150
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	146
A quality index for construction big data in shield tunneling	146

GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	145
Deep learning assisted physics-based modeling of aluminum extraction process	145
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	144
Co-optimizing for task performance and energy efficiency in evolvable robots	141
Visual localization on point and line combination in dynamic environments	141
EPT: A data-driven transformer model for earthquake prediction	140
Agent-based hybrid tabu-search heuristic for dynamic scheduling	139
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	138
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	137
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	135
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	134
Photovoltaic cell model parameter optimization using micro-charge field effect P systems	132
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	131
Towards open-world recognition: Critical problems and challenges	130
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	130
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	130
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	129
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	128
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	126
Quantum deep reinforcement learning for rotor side converter control of double-fed induction generator-based wind turbines	125
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	123
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	121
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	121
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	120
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	119
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	119
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	115
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	115
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	114
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	113
Real-time fuzzy logic-based direct power control for wind energy systems	112
Adaptive error bounded piecewise linear approximation for time-series representation	106
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	106
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	106
Sentimental analysis & Hate speech detection on English and German text collected from social media platforms using optimal feature extraction and hybrid diagonal gated recurrent neural network	106
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	105
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	105
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	105
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	103
Counterfactual-based minority oversampling for imbalanced classification	100
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	99
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	99
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	99
A novel bone marrow cell recognition method based on multi-scale information and reject option	98
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	97
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	97
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	97
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	95
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	94
Firefly search algorithm based on leader strategy	92

A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	91
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	89
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	89
Crack Segmentation Network using Additive Attention Gate—CSN-II	89
Self-organizing broad network with frequency-domain analysis	88
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	88
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	87
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	87
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	87
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	86
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	86
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	86
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	86
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	85
Federated clustering for recognizing driving styles from private trajectories	85
An effective method for small object detection in low-resolution images	85
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	85
Hypergraph temporal multi-behavior recommendation	85
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	84
Robust language independent voice data driven Parkinson’s disease detection	84
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	83
Cross-attention interaction learning network for multi-model image fusion via transformer	83
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	83
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	83
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	83
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	82
Adaptive multi-view multiple-means clustering via subspace reconstruction	81
A feature enhanced RetinaNet-based for instance-level ship recognition	81
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	80
A novel deep learning-based approach for malware detection	80
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	80
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	79
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	78
Dual-stream feature fusion network for person re-identification	77
Hierarchical reinforcement learning with adaptive scheduling for robot control	77
A virtual construction vehicles and workers dataset with three-dimensional annotations	77
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	77
Leveraging the meta-embedding for text classification in a resource-constrained language	76
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	75
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	75
Post-earthquake structural damage detection with tunable semi-synthetic image generation	74
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	73
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	73
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	72
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	71
Medical hyperspectral image classification based weakly supervised single-image global learning network	71
Graph Neural Networks (GNNs) based accelerated numerical simulation	71
Power flow analysis via typed graph neural networks	71
Natural gas pipeline leak diagnosis based on manifold learning	71
Prediction of rolling force during isothermal rolling process based on machine learning	70
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	70
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	69
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	69
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	69
Improving question answering performance using knowledge distillation and active learning	69
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	68
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	68
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	67
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	67
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	67
A deeper generative adversarial network for grooved cement concrete pavement crack detection	66
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	66
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	65
Fire detection in video surveillances using convolutional neural networks and wavelet transform	65
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	65
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	65
Δ-PINNs: Physics-informed neural networks on complex geometries	65
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	64
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	64
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	64
Hybrid deep-learning prediction model based on kernel multi-granularity fuzzy rough sets and its application in the diagnosis and treatment of chronic kidney disease	64
An integrated intelligent decision support framework for the development of photovoltaic solar power	64
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	64
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	64
Improved assessment model for candidate design schemes with an interval rough integrated cloud model under uncertain group environment	64
Editorial Board	63
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	63
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	63
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	63
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	63

Reveling misleading information for defenders and attackers in repeated Stackelberg Security Games	62
Editorial Board	62
Towards efficient filter pruning via adaptive automatic structure search	61
Identifying wagon numbers using transformers	61
Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation	61
An adaptive lightweight small object detection method for incremental few-shot scenarios of unmanned surface vehicles	61
A feasible solution model for manifold clustering	60
Learning temporal action models from multiple plans: A constraint satisfaction approach	60
Connected vehicle following control based on gated recurrent unit with attention mechanism	60
Global probability distribution structure-sparsity filter pruning for edge fault diagnosis in resource constrained wireless sensor networks	60
Time series classification models based on nonlinear spiking neural P systems	60
An adaptive integrated learning-based virtual sensing framework for temperature prediction in aircraft brake monitoring engineering	59
Low probability of interception radar overlapping signal modulation recognition based on an improved you-only-look-once version 8 network	59
WITHDRAWN: A novel hybrid based on nature-inspired and Stochastic Fractal Search algorithms for optimizing of artificial neural network model in landslide susceptibility	59
Advanced code time complexity prediction approach using contrastive learning	58
A unified solution for replacing position embedding in Vision Transformer for object detection	58
Refinement of the feedforward network in multi-class classification problems using a hybrid approach combining supervised clustering and a fuzzy classifier	58
A single-valued neutrosophic affinity propagation approach for engineering geological zoning of open-pit mine slopes	58
A dual path neural network based on spatial correlation and feature weighting for predicting remaining useful life of aero-engine	58
Robust residual convolutional neural network based pupil tracking for low-computational power applications	58
Innovative integration of machine learning and colorimetry for precise potential of hydrogen monitoring in printed hydrogel sensors	58
Quantized kernel recursive minimum error entropy algorithm	58
Identification and selection of systems security engineering approach via bipolar fuzzy multi-criteria decision-making technique based on generalized power operators	58
Machine learning prediction of flow-induced scour depth around isolated pier comparing stand-alone and ensemble models	57
Error-output recurrent multi-layer Kernel Reservoir Network for electricity load time series forecasting	57
Thermal analysis of PCM magnesium chloride hexahydrate using various machine learning and deep learning models	57
Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors	57
Localizing state space for visual reinforcement learning in noisy environments	57
GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading	56
Hierarchical fusion evaluation and optimization of radar intelligent tracking algorithm via hybrid weight design mechanism	56
A feature matching-based method for few-shot multivariate time series anomaly detection with symmetric patch mask Siam Transformer	56
Multiple kernel graph clustering with shifted Laplacian reconstruction	56
Predicting the fiber orientation in glass fiber reinforced polymers using the moment of inertia and convolutional neural networks	56
Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis	56
Approaching the social dilemma of autonomous vehicles with a general social welfare function	55
Rough neural network based data-driven model-free adaptive fault-tolerant control for discrete-time nonlinear systems	55
An immune plasma algorithm with a modified treatment schema for UCAV path planning	55
Data extension-based analysis and application selection of process-composition-properties of die casting aluminum alloy	55
DMFF-Net: Double-stream multilevel feature fusion network for image forgery localization	55
Bayesian dynamic modelling for probabilistic prediction of pavement condition	55
Fire resistance rating prediction of timber-to-steel connections and design optimization informed by explainable machine learning	55
A novel time-lagged logistic grey model and its application in forecasting energy production volume	55
Thoughtful and cautious reasoning: A fine-tuned knowledge graph-based multi-hop question answering framework	54
Knowledge-based anomaly detection: Survey, challenges, and future directions	54
Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine	54
A comparison of novel metaheuristic algorithms on color aerial image multilevel thresholding	54
Solving quay wall allocation problems based on deep reinforcement learning	54
A hybrid metaheuristic with learning for a real supply chain scheduling problem	54
An explainable neural network integrating Jiles-Atherton and nonlinear auto-regressive exogenous models for modeling universal hysteresis	53
Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion	53
Securing healthcare data in industrial cyber-physical systems using combining deep learning and blockchain technology	53
Conditional probability based multi-objective cooperative task assignment for heterogeneous UAVs	53
An intelligent healthcare framework for breast cancer diagnosis based on the information fusion of novel deep learning architectures and improved optimization algorithm	53
On-board detection of rail corrugation using improved convolutional block attention mechanism	53
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand	53
Modality Blur and Batch Alignment Learning for Twin Noisy Labels-based Visible–infrared Person Re-identification	52
Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems	52
SOF-RRT*: An improved path planning algorithm using spatial offset sampling	52
Koopman-operator-based learning control of air-breathing hypersonic vehicles with nonminimum phase properties	52
A text mining-based approach for understanding Chinese railway incidents caused by electromagnetic interference	52
Graph features dynamic fusion learning driven by multi-head attention for large rotating machinery fault diagnosis with multi-sensor data	52
Attribute reduction algorithms with an anti-noise mechanism for hybrid data based on fuzzy evidence theory	51
An attention-based temporal convolutional network method for predicting remaining useful life of aero-engine	51
Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network	51
Hierarchical waste detection with weakly supervised segmentation in images from recycling plants	51
A hybrid adaptive Differential Evolution based on Gaussian tail mutation	51
TL-TSD: A two-layer traffic sub-area division framework based on trajectory clustering	51
Few-shot learning for image-based bridge damage detection	51
Enhancing smart grid resilience with deep learning anomaly detection prior to state estimation	51
Harnessing Fusion Modeling for Enhanced Breast Cancer Classification through Interpretable Artificial Intelligence and In-Depth Explanations	51
DL-AMPUT-EEG: Design and development of the low-cost prosthesis for rehabilitation of upper limb amputees using deep-learning-based techniques	50
An in-depth evaluation of deep learning-enabled adaptive approaches for detecting obstacles using sensor-fused data in autonomous vehicles	50
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	50
Observer-based fixed-time adaptive fuzzy control for SbW systems with prescribed performance	50
Cervical cancer classification based on a bilinear convolutional neural network approach and random projection	50
Causality-inspired surface defect detection by transferring knowledge from natural images	50
Evaluation of shared micro-mobility systems for sustainable cities by using a consensus-based Fermatean fuzzy multiple objective optimization and full multiplicative form	50
A geometry-aware deep network for depth estimation in monocular endoscopy	50
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	50
An improved method for upscaling 2D images using adaptive edge sharpening and an optimized directional anisotropic diffusion filter	49
Generative adversarial networks based synthetic biology: A promising approach to sars-cov-2 mutations prediction	49
Bearing life prediction via a novel temporal convolutional network with embedded uncertainty quantification	49
A novel CT image segmentation model	49
Physically plausible propeller noise prediction via recursive corrections leveraging prior knowledge and experimental data	49
PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment	49
Few-shot machine reading comprehension for bridge inspection via domain-specific and task-aware pre-tuning approach	49
Toward efficient and lightweight sea–land segmentation for remote sensing images	49
Machine learning based dual flat-spherical indentation approach for rough metallic surfaces	48
Safe semi-supervised clustering based on Dempster–Shafer evidence theory	48
Deep learning based multi-labelled soil classification and empirical estimation toward sustainable agriculture	48
Robust EMRAN-aided coupled controller for autonomous vehicles	48
Evolving Fuzzy logic Systems for creative personalized Socially Assistive Robots	48
A hybrid architecture of sparse convolutional neural network-transformer for enhanced spatial-geometric feature learning in surface reconstruction	48
Research on Fake News Detection Based on Dual Evidence Perception	48
State of the art: Application of machine learning in ground motion modeling	48