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	1447
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	705
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	593
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	473
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	365
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	292
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	275
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	270
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	261
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	250
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	236
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	207
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	207
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	207
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	194
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	189
Firefly search algorithm based on leader strategy	183
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	183
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	181
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	173
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	170
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	166
Counterfactual-based minority oversampling for imbalanced classification	163
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	163
EPT: A data-driven transformer model for earthquake prediction	162

Editorial Board	161
Adaptive error bounded piecewise linear approximation for time-series representation	161
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	160
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	158
Agent-based hybrid tabu-search heuristic for dynamic scheduling	153
Self-organizing broad network with frequency-domain analysis	151
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	150
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	149
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	148
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	148
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	147
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	146
A feature enhanced RetinaNet-based for instance-level ship recognition	145
Self-localization based on terrestrial and satellite semantics	145
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	142
Leveraging the meta-embedding for text classification in a resource-constrained language	138
Co-optimizing for task performance and energy efficiency in evolvable robots	138
Crack Segmentation Network using Additive Attention Gate—CSN-II	136
Federated clustering for recognizing driving styles from private trajectories	135
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	135
Dynamic-balanced double-attention fusion for image captioning	135
Improving question answering performance using knowledge distillation and active learning	133
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	132
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	130
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	129
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	124
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	122
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	121
Adaptive multi-view multiple-means clustering via subspace reconstruction	120
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	119
Vibration suppression of ball-screw drive system based on flexible dynamics model	117
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	116
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	115
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	114
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	113
An effective method for small object detection in low-resolution images	112
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	110
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	109
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	109
Graph Neural Networks (GNNs) based accelerated numerical simulation	108
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	108
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	106
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	106
Cross-attention interaction learning network for multi-model image fusion via transformer	105
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	104
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	104
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	103
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	103
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	103
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	101

Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	100
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	100
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	100
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	99
Distribution line inspection method using multi-scale information augmentation and ensemble learning	99
Polyhedral representations with high-frequency for three-dimensional point cloud classification	98
Towards open-world recognition: Critical problems and challenges	97
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	96
Medical hyperspectral image classification based weakly supervised single-image global learning network	95
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	95
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	95
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	94
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	93
Hypergraph temporal multi-behavior recommendation	93
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	93
Context-aware emotion recognition through agent-scene interactions	92
A virtual construction vehicles and workers dataset with three-dimensional annotations	92
Robust language independent voice data driven Parkinson’s disease detection	91
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	90
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	90
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	90
A quality index for construction big data in shield tunneling	88
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	88
Visual localization on point and line combination in dynamic environments	88
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	87
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	87
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	86
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	85
Modeling and quantifying uncertainty in nanocomposite shell vibrations using heteroscedastic Gaussian Processes	85
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	84
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	84
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	84
A machine learning-based interpretable fault diagnosis method for rolling bearings under unbalanced samples	83
A novel bone marrow cell recognition method based on multi-scale information and reject option	83
Dual-stream feature fusion network for person re-identification	82
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	82
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	81
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	81
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	81
Hierarchical reinforcement learning with adaptive scheduling for robot control	81
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	80
Quantum deep reinforcement learning for rotor side converter control of double-fed induction generator-based wind turbines	80
Prediction of rolling force during isothermal rolling process based on machine learning	80
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	80
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	80
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	77
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	77
Deep learning assisted physics-based modeling of aluminum extraction process	76
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	76
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	76
Anomaly detection in distributed systems based on Spatio-Temporal Causal Inference	76
Path optimization of a flexible robot with a spatial compressed and a direction-guided exploring method	75
Incremental Approach: A Workflow Model for Semi-Supervised Learning Environment	75
Mamba Adaptive Anomaly Transformer with association discrepancy for time series	74
A multimodal gait and ocular geometric representation to generate a Parkinson progression report	74
Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study	73
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	73
Knowledge graph reasoning: Mainstream methods, applications and prospects	73
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	73
Natural gas pipeline leak diagnosis based on manifold learning	73
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	73
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	72
Post-earthquake structural damage detection with tunable semi-synthetic image generation	72
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	72
Δ-PINNs: Physics-informed neural networks on complex geometries	72
Real-time fuzzy logic-based direct power control for wind energy systems	70
Enhanced light detection and ranging simultaneous localization and mapping based on three-dimensional moving object tracking in dynamic scenes	70
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	70
WB-YOLO: An efficient wild bat detection method for ecological monitoring in complex environments	69
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	68
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	67
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	67
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	67
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	67
Power flow analysis via typed graph neural networks	67
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	67
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	66
Optimization and prioritization of electric vehicle charging locations for InterCity transport: A dual-phase approach	66
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	66
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	66

Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	66
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	65
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	65
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	65
An integrated intelligent decision support framework for the development of photovoltaic solar power	65
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	65
A novel deep learning-based approach for malware detection	65
A deeper generative adversarial network for grooved cement concrete pavement crack detection	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
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	65
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	64
Fire detection in video surveillances using convolutional neural networks and wavelet transform	64
Identifying wagon numbers using transformers	64
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	64
Bearing life prediction via a novel temporal convolutional network with embedded uncertainty quantification	63
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	63
A feasible solution model for manifold clustering	63
A feature matching-based method for few-shot multivariate time series anomaly detection with symmetric patch mask Siam Transformer	63
Ensemble methods with feature selection and data balancing for improved code smells classification performance	62
A novel adaptive spatial–temporal cross-graph convolutional fusion learning network for skeleton-based abnormal gait recognition	62
GraphRec-based Korean expert recommendation using author contribution index and the paper abstracts in marine	62
Fuzzification-back propagation neural network-based model prediction for robotic arm positioning error reduction	62
Sensitive components of temperature-induced track deformation on cable-stayed bridge impacting dynamic response of high-speed train based on deep learning	62
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	62
Designing a deep learning-based application for detecting fake online reviews	62
Investigation of the dependence of fill factor and efficiency on gallium-doped silicon wafer characteristics using unsupervised learning	62
A two-stage feature selection method for hob state recognition	62
Emotional dialogue generation model of electronic commerce intelligent customer service based on topic expansion	61
Rough neural network based data-driven model-free adaptive fault-tolerant control for discrete-time nonlinear systems	61
Causality-inspired surface defect detection by transferring knowledge from natural images	61
A novel facial expression recognition method based on cross direction attention network	61
A multiple conditions dual inputs attention network remaining useful life prediction method	61
Feature transformation and statistical calibration for cross-domain few-shot classification	61
Towards efficient filter pruning via adaptive automatic structure search	60
Federated learning with comparative learning-based dynamic parameter updating on glioma whole slide images	60
Localizing state space for visual reinforcement learning in noisy environments	60
Thoughtful and cautious reasoning: A fine-tuned knowledge graph-based multi-hop question answering framework	60
Identification and selection of systems security engineering approach via bipolar fuzzy multi-criteria decision-making technique based on generalized power operators	60
Solving quay wall allocation problems based on deep reinforcement learning	60
Coordinated deep policy learning for frequency-Constrained energy management for second-to-second energy balancing of microgrids	59
Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors	59
Advanced code time complexity prediction approach using contrastive learning	59
Low-light Underwater Image Enhancement with Retinex-guided Mamba network	59
Global probability distribution structure-sparsity filter pruning for edge fault diagnosis in resource constrained wireless sensor networks	59
Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation	59
A multi-agent deep reinforcement learning method for fully noisy observations	59
Few-shot machine reading comprehension for bridge inspection via domain-specific and task-aware pre-tuning approach	59
Robust residual convolutional neural network based pupil tracking for low-computational power applications	59
Connected vehicle following control based on gated recurrent unit with attention mechanism	59
An improved method for upscaling 2D images using adaptive edge sharpening and an optimized directional anisotropic diffusion filter	58
LUNet: Lightweight U-Net with adaptive scaling for Devanagari handwritten word segmentation	58
A hybrid architecture of sparse convolutional neural network-transformer for enhanced spatial-geometric feature learning in surface reconstruction	58
Research on Fake News Detection Based on Dual Evidence Perception	58
TL-TSD: A two-layer traffic sub-area division framework based on trajectory clustering	58
An intelligent fuzzy logic based-trust system in underwater acoustic sensor networks	58
A feature selection method driven by fuzzy implication granularity	57
Generative adversarial networks based synthetic biology: A promising approach to sars-cov-2 mutations prediction	57
Deep learning and adaptive boosting for hydroelectric power prediction using hydro-meteorological data: Insights and feature importance analysis	57
Low probability of interception radar overlapping signal modulation recognition based on an improved you-only-look-once version 8 network	57
A federated distillation domain generalization framework for machinery fault diagnosis with data privacy	56
Computer vision tools for early post-disaster assessment: Enhancing generalizability	56
Hierarchical waste detection with weakly supervised segmentation in images from recycling plants	56
Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems	55
Quantized kernel recursive minimum error entropy algorithm	55
Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis	55
A text mining-based approach for understanding Chinese railway incidents caused by electromagnetic interference	55
Deep learning based multi-labelled soil classification and empirical estimation toward sustainable agriculture	55
A morphological information-guided detection network for various morphological objects in remote sensing imagery	55
An adaptive integrated learning-based virtual sensing framework for temperature prediction in aircraft brake monitoring engineering	55
An explainable neural network integrating Jiles-Atherton and nonlinear auto-regressive exogenous models for modeling universal hysteresis	55
Modality Blur and Batch Alignment Learning for Twin Noisy Labels-based Visible–infrared Person Re-identification	55
Physics-Informed Neural Networks for Control of single-phase flow systems governed by partial differential equations	55
Graph features dynamic fusion learning driven by multi-head attention for large rotating machinery fault diagnosis with multi-sensor data	55
An immune plasma algorithm with a modified treatment schema for UCAV path planning	55
A dual path neural network based on spatial correlation and feature weighting for predicting remaining useful life of aero-engine	54
Part-aware attention correctness for video salient object detection	54
A machine learning-based approach for estimation of deflection and contact area characteristics of tubeless and tube-type agricultural tyres	54
Integration of hybrid machine learning model with differential evolution algorithm for underground Pipeline corrosion prediction	54
A prompt construction method for the reverse dictionary task of large-scale language models	54
Fuzzy decision-analytics based lithium-ion battery selection for maximizing the efficiency of electric vehicles	54
Time series classification models based on nonlinear spiking neural P systems	53
Physics-constrained neuroforecasting of time-dependent local scour depths at bridges under unsteady flows	53
Refinement of the feedforward network in multi-class classification problems using a hybrid approach combining supervised clustering and a fuzzy classifier	53
DL-AMPUT-EEG: Design and development of the low-cost prosthesis for rehabilitation of upper limb amputees using deep-learning-based techniques	53
Machine learning based dual flat-spherical indentation approach for rough metallic surfaces	53
Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion	53
Graft: A graph based time series data mining framework	53
Coal allocation optimization based on a hybrid residual prediction model with an improved genetic algorithm	53
Learning temporal action models from multiple plans: A constraint satisfaction approach	53
Observer-based fixed-time adaptive fuzzy control for SbW systems with prescribed performance	53
Keyword-enhanced recommender system based on inductive graph matrix completion	53
SOF-RRT*: An improved path planning algorithm using spatial offset sampling	53
Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series	53
Evolving Fuzzy logic Systems for creative personalized Socially Assistive Robots	53
A mixed closed-open multi-depot routing and scheduling problem for homemade meal delivery incorporating drone and crowd-sourced fleet: A self-adaptive hyper-heuristic approach	52