Engineering Applications of Artificial Intelligence

Article	Citations
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	1544
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	741
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	626
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	494
Incremental Approach: A Workflow Model for Semi-Supervised Learning Environment	381
Self-organizing broad network with frequency-domain analysis	320
Post-earthquake structural damage detection with tunable semi-synthetic image generation	312
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	296
Firefly search algorithm based on leader strategy	279
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	277
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	249
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	226
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	226
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	223
Adaptive error bounded piecewise linear approximation for time-series representation	206
Editorial Board	203
A streaming variable neural speech codec	195
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	194
Medical hyperspectral image classification based weakly supervised single-image global learning network	189
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	188
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	187
Context-aware emotion recognition through agent-scene interactions	182
A comprehensive review of facial beauty prediction using deep learning techniques	181
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	181
Towards detection of anomalous cosmic ray signals for observations acquired from Cosmic Ray Extremely Distributed Observatory mobile detectors	178

Crack Segmentation Network using Additive Attention Gate—CSN-II	176
A feature enhanced RetinaNet-based for instance-level ship recognition	176
A novel bone marrow cell recognition method based on multi-scale information and reject option	175
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	174
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	172
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	166
Polyhedral representations with high-frequency for three-dimensional point cloud classification	166
WB-YOLO: An efficient wild bat detection method for ecological monitoring in complex environments	164
Distribution line inspection method using multi-scale information augmentation and ensemble learning	162
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	158
Predicting the cyclic behavior and strength-weakening effect of saturated clays using artificial neural network	158
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	155
Knowledge graph reasoning: Mainstream methods, applications and prospects	154
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	154
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	153
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	151
Co-optimizing for task performance and energy efficiency in evolvable robots	148
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	146
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	144
Visual localization on point and line combination in dynamic environments	141
A quality index for construction big data in shield tunneling	140
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	140
Adaptive chemical industrial processes fault detection model based on Sparse Filtering-based Improved Mixed-Gaussian Probabilistic Principal Component Analysis considering low-probability events	138
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	136
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	135
Spiking neural networks with uncertainty model of stochastic sampling for circuit yield enhancement	134
A physics-penalized neural network with asynchronous propagation and localization embedding for dynamic plantar pressure prediction in older adults	129
A multimodal gait and ocular geometric representation to generate a Parkinson progression report	126
Anomaly detection in distributed systems based on Spatio-Temporal Causal Inference	123
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	122
Intelligent breast cancer diagnosis: K-means-based oversampling and comparative feature selection for enhanced classification	122
Propeller fault-detection method for electric-propulsion aircraft using motor signals and generative model-based semi-supervised learning	121
A constitutive framework for non-isothermal plasticity through micro-mechanism informed artificial neural networks	120
Deep learning assisted physics-based modeling of aluminum extraction process	120
Nonlinear dynamic modeling of turbojet engines using combined convolutional and long short-term memory networks	119
Explainable automated wild-orchid identification combining deep neural networks and Bayesian networks	117
HoloFluoNet: Live cell imaging intelligence based on fused holography and fluorescence for virtual staining, cell segmentation, classification, and viability analysis	117
Self-localization based on terrestrial and satellite semantics	117
A Multi-Scale Sparse Channel Transformer Network for image reconstruction of astronomical bright source contamination	117
EPT: A data-driven transformer model for earthquake prediction	117
Enhancing rotation you only look once version 8 for accurate detection of arbitrarily-oriented and multi-scale construction material in complex environment	116
End-to-end burst signal demodulation via adaptive masked deep learning framework	116
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	116
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	115
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	114
Multimodality based deep learning method for cancer-related T-cell receptor sequence prediction	112
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	111
A novel multi-source heterogeneous data fusion based fault diagnosis framework for manufacturing processes	110
Prediction of rolling force during isothermal rolling process based on machine learning	109
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	108

An integrated intelligent decision support framework for the development of photovoltaic solar power	108
Path optimization of a flexible robot with a spatial compressed and a direction-guided exploring method	108
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	108
Enhanced light detection and ranging simultaneous localization and mapping based on three-dimensional moving object tracking in dynamic scenes	108
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	106
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	105
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	104
Multi-scale spatiotemporal feature fusion for super-resolution video reconstruction in dynamic scenes	104
Adaptive neural network control using prescribed performance and event-triggered for path tracking control of autonomous vehicle	104
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	103
Adaptive time series classification using virtual adversarial domain adaptation techniques	103
The integration of emerging technologies in defense: A scientometric overview	103
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	102
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	100
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	100
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	99
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	98
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	98
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	98
Natural gas pipeline leak diagnosis based on manifold learning	97
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	97
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	96
Optimization and prioritization of electric vehicle charging locations for InterCity transport: A dual-phase approach	94
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	94
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	94
A novel method for partial discharge source localization in three-dimensional power transformer models using particle swarm optimization and particle filtering	94
Towards open-world recognition: Critical problems and challenges	93
Federated clustering for recognizing driving styles from private trajectories	93
Adaptive multi-view multiple-means clustering via subspace reconstruction	93
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	93
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	93
A virtual construction vehicles and workers dataset with three-dimensional annotations	92
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	90
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	90
Modeling and quantifying uncertainty in nanocomposite shell vibrations using heteroscedastic Gaussian Processes	90
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	89
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	89
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	88
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	88
Hyperbolic Adversarial Variational Embedding for item recommendation	87
Enhance multi-modal structured representations with open information extraction	87
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	87
A confident cross-domain mixup–based network with dynamic label-distribution-aware margin regularization for bearing fault diagnosis under variable working conditions	87
Hypergraph temporal multi-behavior recommendation	87
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	86
Three-dimensional-grounded vision-language framework for robotic task planning: Automated prompt synthesis and supervised reasoning	85
Hypergraph neural network with state space models for node classification	84
Attentive contrast deep neural network for imbalanced credit scoring	84
Real-time prediction of breast cancer sites using deformation-aware graph neural network	82
Real-time path planning for unmanned aerial vehicles in complex three-dimensional dynamic environments using an enhanced fuzzy neural fluid dynamical system	81
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	81
Agent-based hybrid tabu-search heuristic for dynamic scheduling	81
Adaptive load forecasting under regional distribution shifts: A meta-learning framework	81
Power flow analysis via typed graph neural networks	80
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	80
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	80
Enhancing scene text image super-resolution via gradient-based graph attention network	80
Fire detection in video surveillances using convolutional neural networks and wavelet transform	80
Leveraging the meta-embedding for text classification in a resource-constrained language	80
Machine learning solutions with deep multilayer exogenous networks for distributed denial of service attacks model on networked resources in critical infrastructure	80
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	79
Overcoming challenges in leveraging blockchain technology: Entropy-based q-rung orthopair fuzzy model for benchmarking application barriers	79
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	78
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	77
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	77
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	77
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	76
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	76
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	75
Dynamic-balanced double-attention fusion for image captioning	75
Robust language independent voice data driven Parkinson’s disease detection	74
Vibration suppression of ball-screw drive system based on flexible dynamics model	74
Risk-response coupling in underground structures under liquefiable soil conditions: A causality-informed Dynamic Bayesian network integrated framework	74
Mamba Adaptive Anomaly Transformer with association discrepancy for time series	74
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	73
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	73
An effective method for small object detection in low-resolution images	73
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	73
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	72
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	72

An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	71
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	71
Hierarchical reinforcement learning with adaptive scheduling for robot control	71
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	70
Cross-attention interaction learning network for multi-model image fusion via transformer	70
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	70
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	70
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	69
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	69
Graph Neural Networks (GNNs) based accelerated numerical simulation	69
Dual-stream feature fusion network for person re-identification	69
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	69
Counterfactual-based minority oversampling for imbalanced classification	69
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	69
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	68
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	68
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	68
A machine learning-based interpretable fault diagnosis method for rolling bearings under unbalanced samples	68
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	68
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	68
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	67
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	67
Improving question answering performance using knowledge distillation and active learning	67
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	67
Δ-PINNs: Physics-informed neural networks on complex geometries	67
Real-time fuzzy logic-based direct power control for wind energy systems	67
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	67
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	67
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	67
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	66
A novel deep learning-based approach for malware detection	66
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	66
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	66
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	65
A deeper generative adversarial network for grooved cement concrete pavement crack detection	65
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	65
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	65
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	65
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	64
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	64
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	64
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	64
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	64
A feasible solution model for manifold clustering	63
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	63
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	63
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	63
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	63
Identifying wagon numbers using transformers	63
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	63
Investigation of the dependence of fill factor and efficiency on gallium-doped silicon wafer characteristics using unsupervised learning	62
Federated learning with comparative learning-based dynamic parameter updating on glioma whole slide images	62
Bearing life prediction via a novel temporal convolutional network with embedded uncertainty quantification	62
A two-stage feature selection method for hob state recognition	62
Towards efficient filter pruning via adaptive automatic structure search	62
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	62
Ensemble methods with feature selection and data balancing for improved code smells classification performance	62
Robust residual convolutional neural network based pupil tracking for low-computational power applications	62
Physics-constrained neuroforecasting of time-dependent local scour depths at bridges under unsteady flows	61
Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation	61
An improved method for upscaling 2D images using adaptive edge sharpening and an optimized directional anisotropic diffusion filter	61
GraphRec-based Korean expert recommendation using author contribution index and the paper abstracts in marine	61
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles	61
Quantized kernel recursive minimum error entropy algorithm	61
An adaptive lightweight small object detection method for incremental few-shot scenarios of unmanned surface vehicles	60
Generative adversarial networks based synthetic biology: A promising approach to sars-cov-2 mutations prediction	60
An improved preference-based variable neighborhood search algorithm with ar-dominance for assembly line balancing considering preventive maintenance scenarios	60
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand	60
Groundwater parameters estimation: A hybrid approach of convolutional layers with asynchronous and distributed bio-inspired algorithms	59
Inverse design of nanophotonic devices using generative adversarial networks	59
Physics-informed machine learning for near real-time stress prediction on a structural component: Application for landing gears	59
An ensemble transfer learning strategy for short-term electricity load forecasting of data-sparse buildings	59
A time and frequency convolutional Autoencoder for anomaly detection in industrial robots based on inertial measurement unit error calibration	59
Enhancing hydroponic farming with Machine Learning: Growth prediction and anomaly detection	59
Matching quality-guided model-free satellite pose estimation	59
Rough neural network based data-driven model-free adaptive fault-tolerant control for discrete-time nonlinear systems	58
Integration of hybrid machine learning model with differential evolution algorithm for underground Pipeline corrosion prediction	58
TL-TSD: A two-layer traffic sub-area division framework based on trajectory clustering	58
Ego-centric multiple-correlation and temporal graph neural networks based residential load forecasting	58
Fuzzy decision-analytics based lithium-ion battery selection for maximizing the efficiency of electric vehicles	57
Low-light Underwater Image Enhancement with Retinex-guided Mamba network	57
Multi-objective generative design framework and realization for quasi-serial manipulator: Considering kinematic and dynamic performance	57
Research on hull form optimization at multiple speeds based on machine learning and ship model experiments	57
LUNet: Lightweight U-Net with adaptive scaling for Devanagari handwritten word segmentation	57
Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion	57
Coordinated deep policy learning for frequency-Constrained energy management for second-to-second energy balancing of microgrids	57
A multi-view new energy vehicle form generation design method combining Kansei imagery and deep learning	57
An intelligent fuzzy logic based-trust system in underwater acoustic sensor networks	57
Hierarchical fusion evaluation and optimization of radar intelligent tracking algorithm via hybrid weight design mechanism	56
Reveling misleading information for defenders and attackers in repeated Stackelberg Security Games	56
A new multi-objective evolutionary algorithm for citation-based summarization: Comprehensive analysis of the generated summaries	56
Solving quay wall allocation problems based on deep reinforcement learning	56
Physically plausible propeller noise prediction via recursive corrections leveraging prior knowledge and experimental data	56
Learning temporal action models from multiple plans: A constraint satisfaction approach	56
Refinement of the feedforward network in multi-class classification problems using a hybrid approach combining supervised clustering and a fuzzy classifier	56