Engineering Applications of Artificial Intelligence

Article	Citations
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	1278
Hypergraph temporal multi-behavior recommendation	631
Dynamic-balanced double-attention fusion for image captioning	518
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	440
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	337
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	254
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	248
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	213
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	211
Self-localization based on terrestrial and satellite semantics	200
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	193
SATPAS: SINR-based adaptive transmission power assignment with scheduling in wireless sensor network	191
Vibration suppression of ball-screw drive system based on flexible dynamics model	182
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	180
Editorial Board	175
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	174
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	170
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	168
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	166
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	156
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	152
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	151
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	149
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	146
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	139

Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	138
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	137
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	137
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	136
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	135
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	135
Improving question answering performance using knowledge distillation and active learning	133
Dual-stream feature fusion network for person re-identification	133
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	132
Cross-attention interaction learning network for multi-model image fusion via transformer	130
Deep learning assisted physics-based modeling of aluminum extraction process	128
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	126
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	126
Co-optimizing for task performance and energy efficiency in evolvable robots	125
Visual localization on point and line combination in dynamic environments	125
EPT: A data-driven transformer model for earthquake prediction	124
Medical hyperspectral image classification based weakly supervised single-image global learning network	124
Agent-based hybrid tabu-search heuristic for dynamic scheduling	122
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	121
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	120
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	118
Power flow analysis via typed graph neural networks	118
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	116
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	116
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	114
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	112
Photovoltaic cell model parameter optimization using micro-charge field effect P systems	111
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	111
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	110
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	109
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	108
A virtual construction vehicles and workers dataset with three-dimensional annotations	103
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	102
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	100
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	100
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	100
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	99
Hierarchical reinforcement learning with adaptive scheduling for robot control	99
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	99
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	98
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	98
Robust language independent voice data driven Parkinson’s disease detection	97
Towards open-world recognition: Critical problems and challenges	96
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	95
Crack Segmentation Network using Additive Attention Gate—CSN-II	95
Δ-PINNs: Physics-informed neural networks on complex geometries	94
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	94
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	93
Fire detection in video surveillances using convolutional neural networks and wavelet transform	92
Quantum deep reinforcement learning for rotor side converter control of double-fed induction generator-based wind turbines	91

Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	90
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	89
Natural gas pipeline leak diagnosis based on manifold learning	88
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	86
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	86
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	86
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	85
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	85
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	84
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	83
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	83
Self-organizing broad network with frequency-domain analysis	83
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	83
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	83
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	82
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	82
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	81
A feature enhanced RetinaNet-based for instance-level ship recognition	81
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	81
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	81
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	80
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	80
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	79
Real-time fuzzy logic-based direct power control for wind energy systems	79
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	79
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	79
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	78
Adaptive error bounded piecewise linear approximation for time-series representation	77
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	77
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	77
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	76
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	76
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	76
Improved assessment model for candidate design schemes with an interval rough integrated cloud model under uncertain group environment	76
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	76
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	76
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	75
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	75
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	75
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	75
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	74
Counterfactual-based minority oversampling for imbalanced classification	73
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	72
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	71
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	71
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	71
Graph Neural Networks (GNNs) based accelerated numerical simulation	71
Firefly search algorithm based on leader strategy	71
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	70
Federated clustering for recognizing driving styles from private trajectories	70
Adaptive multi-view multiple-means clustering via subspace reconstruction	69
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	69
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	69
Post-earthquake structural damage detection with tunable semi-synthetic image generation	69
Prediction of rolling force during isothermal rolling process based on machine learning	69
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	68
A novel bone marrow cell recognition method based on multi-scale information and reject option	68
A novel deep learning-based approach for malware detection	68
Leveraging the meta-embedding for text classification in a resource-constrained language	68
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	67
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	67
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	66
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	65
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	65
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	64
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	64
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	64
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	63
A deeper generative adversarial network for grooved cement concrete pavement crack detection	63
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	63
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	63
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	63
An integrated intelligent decision support framework for the development of photovoltaic solar power	63
Editorial Board	62
An effective method for small object detection in low-resolution images	62
Identifying wagon numbers using transformers	62
Editorial Board	62
Reveling misleading information for defenders and attackers in repeated Stackelberg Security Games	62
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	62
Towards efficient filter pruning via adaptive automatic structure search	61

Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation	60
An adaptive lightweight small object detection method for incremental few-shot scenarios of unmanned surface vehicles	60
Research on dynamic multi-level warning method for thermal runaway charging of electric vehicles	60
Time series classification models based on nonlinear spiking neural P systems	59
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand	59
Learning temporal action models from multiple plans: A constraint satisfaction approach	59
Connected vehicle following control based on gated recurrent unit with attention mechanism	59
Global probability distribution structure-sparsity filter pruning for edge fault diagnosis in resource constrained wireless sensor networks	59
An adaptive integrated learning-based virtual sensing framework for temperature prediction in aircraft brake monitoring engineering	58
A feasible solution model for manifold clustering	58
Low probability of interception radar overlapping signal modulation recognition based on an improved you-only-look-once version 8 network	58
WITHDRAWN: A novel hybrid based on nature-inspired and Stochastic Fractal Search algorithms for optimizing of artificial neural network model in landslide susceptibility	58
A dual path neural network based on spatial correlation and feature weighting for predicting remaining useful life of aero-engine	57
Advanced code time complexity prediction approach using contrastive learning	57
A single-valued neutrosophic affinity propagation approach for engineering geological zoning of open-pit mine slopes	57
Identification and selection of systems security engineering approach via bipolar fuzzy multi-criteria decision-making technique based on generalized power operators	57
Innovative integration of machine learning and colorimetry for precise potential of hydrogen monitoring in printed hydrogel sensors	57
A unified solution for replacing position embedding in Vision Transformer for object detection	57
Refinement of the feedforward network in multi-class classification problems using a hybrid approach combining supervised clustering and a fuzzy classifier	56
Evaluation of shared micro-mobility systems for sustainable cities by using a consensus-based Fermatean fuzzy multiple objective optimization and full multiplicative form	56
Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors	56
Rough neural network based data-driven model-free adaptive fault-tolerant control for discrete-time nonlinear systems	56
Robust residual convolutional neural network based pupil tracking for low-computational power applications	56
Quantized kernel recursive minimum error entropy algorithm	56
Error-output recurrent multi-layer Kernel Reservoir Network for electricity load time series forecasting	55
Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion	55
Coal allocation optimization based on a hybrid residual prediction model with an improved genetic algorithm	55
Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine	55
Multiple kernel graph clustering with shifted Laplacian reconstruction	54
Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network	54
Hierarchical fusion evaluation and optimization of radar intelligent tracking algorithm via hybrid weight design mechanism	54
Hierarchical waste detection with weakly supervised segmentation in images from recycling plants	54
Thermal analysis of PCM magnesium chloride hexahydrate using various machine learning and deep learning models	54
Predicting the fiber orientation in glass fiber reinforced polymers using the moment of inertia and convolutional neural networks	54
A new multi-objective evolutionary algorithm for citation-based summarization: Comprehensive analysis of the generated summaries	54
A hybrid time series forecasting method based on neutrosophic logic with applications in financial issues	54
Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis	53
Adaptive temporal fusion network with depth supervision and modulation for robust three-dimensional object detection in complex scenes	53
DL-AMPUT-EEG: Design and development of the low-cost prosthesis for rehabilitation of upper limb amputees using deep-learning-based techniques	53
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles	53
A hybrid adaptive Differential Evolution based on Gaussian tail mutation	53
A feature matching-based method for few-shot multivariate time series anomaly detection with symmetric patch mask Siam Transformer	53
Cervical cancer classification based on a bilinear convolutional neural network approach and random projection	52
GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading	52
An immune plasma algorithm with a modified treatment schema for UCAV path planning	52
Computer vision tools for early post-disaster assessment: Enhancing generalizability	52
Deep learning based multi-labelled soil classification and empirical estimation toward sustainable agriculture	52
Bayesian dynamic modelling for probabilistic prediction of pavement condition	52
An improved preference-based variable neighborhood search algorithm with ar-dominance for assembly line balancing considering preventive maintenance scenarios	51
Approaching the social dilemma of autonomous vehicles with a general social welfare function	51
Solving quay wall allocation problems based on deep reinforcement learning	51
Unmanned ground weapon target assignment based on deep Q-learning network with an improved multi-objective artificial bee colony algorithm	51
Data extension-based analysis and application selection of process-composition-properties of die casting aluminum alloy	51
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	50
Few-shot machine reading comprehension for bridge inspection via domain-specific and task-aware pre-tuning approach	50
PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment	50
Observer-based fixed-time adaptive fuzzy control for SbW systems with prescribed performance	50
An improved method for upscaling 2D images using adaptive edge sharpening and an optimized directional anisotropic diffusion filter	50
Generative adversarial networks based synthetic biology: A promising approach to sars-cov-2 mutations prediction	50
Toward efficient and lightweight sea–land segmentation for remote sensing images	50
A novel CT image segmentation model	50
Causality-inspired surface defect detection by transferring knowledge from natural images	50
Robust EMRAN-aided coupled controller for autonomous vehicles	50
Deep learning based methodological approach for prediction of dynamic modulus and phase angle of asphalt concrete	49
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	49
Covid-19 epidemic and regional carbon emissions: A study based on metabolic multivariate grey model with new information priority	49
A novel adaptive spatial–temporal cross-graph convolutional fusion learning network for skeleton-based abnormal gait recognition	49
Research on Fake News Detection Based on Dual Evidence Perception	49
Emotional dialogue generation model of electronic commerce intelligent customer service based on topic expansion	49
Sensitive components of temperature-induced track deformation on cable-stayed bridge impacting dynamic response of high-speed train based on deep learning	49
A hybrid architecture of sparse convolutional neural network-transformer for enhanced spatial-geometric feature learning in surface reconstruction	49
GraphRec-based Korean expert recommendation using author contribution index and the paper abstracts in marine	49
Deep neural networks for the efficient simulation of macro-scale hysteresis processes with generic excitation waveforms	48
UACNet: A universal automatic classification network for microseismic signals regardless of waveform size and sampling rate	48
DMFF-Net: Double-stream multilevel feature fusion network for image forgery localization	48
Fuzzification-back propagation neural network-based model prediction for robotic arm positioning error reduction	48
Physically plausible propeller noise prediction via recursive corrections leveraging prior knowledge and experimental data	48
Koopman-operator-based learning control of air-breathing hypersonic vehicles with nonminimum phase properties	48
Designing a deep learning-based application for detecting fake online reviews	48
Machine learning-driven high-fidelity ensemble surrogate modeling of Francis turbine unit based on data-model interactive simulation	47
InfoFlowNet: A multi-head attention-based self-supervised learning model with surrogate approach for uncovering brain effective connectivity	47
Estimating the parameters of parametric lifetime distributions through an efficient acceptance–rejection sampler	47
A two-stage feature selection method for hob state recognition	47
Machine learning based dual flat-spherical indentation approach for rough metallic surfaces	47
Graft: A graph based time series data mining framework	47
Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series	47
Visual tracking with pyramidal feature fusion and transformer based model predictor	47
Federated learning with comparative learning-based dynamic parameter updating on glioma whole slide images	47
Risk prediction model for food safety based on improved random forest integrating virtual sample	47
Pareto and decomposition based approaches for the multi-objective home health care routing and scheduling problem with lunch breaks	47
Development of scheduling methodology in a multi-machine flexible manufacturing system without tool delay employing flower pollination algorithm	47
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	47
An adaptive few-shot fault diagnosis method based on virtual samples generated by fault characteristics of rotating machines	47
Event-driven spiking neural network based on membrane potential modulation for remote sensing image classification	46
RepuTE: A soft voting ensemble learning framework for reputation-based attack detection in fog-IoT milieu	46