Engineering Applications of Artificial Intelligence

Article	Citations
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	1745
Incremental Approach: A Workflow Model for Semi-Supervised Learning Environment	688
Self-organizing broad network with frequency-domain analysis	527
Firefly search algorithm based on leader strategy	434
Editorial Board	420
A streaming variable neural speech codec	358
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	346
Vibration suppression of ball-screw drive system based on flexible dynamics model	338
An end-to-end automated framework for pavement crack detection and dimensional quantification using foundation models and learned skeletonization	291
Improving question answering performance using knowledge distillation and active learning	261
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	260
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	255
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	253
Precise phenotypic trait quantification of peanut pods via keypoint detection and correction algorithms	246
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	231
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	231
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	229
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	226
An efficient and interpretable clustering-based framework for large-scale maritime traffic pattern recognition	226
The integration of emerging technologies in defense: A scientometric overview	223
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	216
A virtual construction vehicles and workers dataset with three-dimensional annotations	214
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	208
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	207
Mamba Adaptive Anomaly Transformer with association discrepancy for time series	202

Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	199
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	192
Agent-based hybrid tabu-search heuristic for dynamic scheduling	192
Towards open-world recognition: Critical problems and challenges	190
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	189
Hypergraph temporal multi-behavior recommendation	185
Knowledge graph reasoning: Mainstream methods, applications and prospects	180
Predicting the dynamic hydrogeological response of mountain tunnels to extreme climate: an integrated physics and artificial intelligence framework	180
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	177
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	176
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	175
Context-aware emotion recognition through agent-scene interactions	173
Towards detection of anomalous cosmic ray signals for observations acquired from Cosmic Ray Extremely Distributed Observatory mobile detectors	173
Polyhedral representations with high-frequency for three-dimensional point cloud classification	171
Distribution line inspection method using multi-scale information augmentation and ensemble learning	170
Predicting the cyclic behavior and strength-weakening effect of saturated clays using artificial neural network	168
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	166
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	164
Framework for real-time multimodal container transport risk management	162
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	161
Co-optimizing for task performance and energy efficiency in evolvable robots	159
Dual-stream feature fusion network for person re-identification	156
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	154
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	154
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	150
Hierarchical reinforcement learning with adaptive scheduling for robot control	146
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	145
Federated clustering for recognizing driving styles from private trajectories	145
Adaptive multi-view multiple-means clustering via subspace reconstruction	142
Graph Neural Networks (GNNs) based accelerated numerical simulation	139
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	137
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	137
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	137
Prediction of rolling force during isothermal rolling process based on machine learning	137
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	136
A machine learning-based interpretable fault diagnosis method for rolling bearings under unbalanced samples	135
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	131
End-edge-cloud collaborative-driven waste-heat prediction of liquid cooling system for high-performance computing data centers	131
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	129
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	129
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	128
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	128
An effective method for small object detection in low-resolution images	128
Power flow analysis via typed graph neural networks	128
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	128
Medical hyperspectral image classification based weakly supervised single-image global learning network	127
Intelligent breast cancer diagnosis: K-means-based oversampling and comparative feature selection for enhanced classification	126
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	126
A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation	125
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	124

Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	123
EPT: A data-driven transformer model for earthquake prediction	123
Propeller fault-detection method for electric-propulsion aircraft using motor signals and generative model-based semi-supervised learning	121
A novel deep learning-based approach for malware detection	121
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	120
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	120
A deeper generative adversarial network for grooved cement concrete pavement crack detection	120
Explainable automated wild-orchid identification combining deep neural networks and Bayesian networks	118
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	118
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	116
A novel multi-source heterogeneous data fusion based fault diagnosis framework for manufacturing processes	116
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	114
A comprehensive review of facial beauty prediction using deep learning techniques	114
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	112
Robust language independent voice data driven Parkinson’s disease detection	112
Cross-attention interaction learning network for multi-model image fusion via transformer	111
Modeling and quantifying uncertainty in nanocomposite shell vibrations using heteroscedastic Gaussian Processes	111
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	110
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	109
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	109
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	108
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	107
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	107
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	106
Variable-first wind power transformers via frequency-differential attention	106
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	106
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	105
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	103
WB-YOLO: An efficient wild bat detection method for ecological monitoring in complex environments	103
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	102
Visual localization on point and line combination in dynamic environments	101
Spiking neural networks with uncertainty model of stochastic sampling for circuit yield enhancement	99
Adaptive chemical industrial processes fault detection model based on Sparse Filtering-based Improved Mixed-Gaussian Probabilistic Principal Component Analysis considering low-probability events	99
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	97
A physics-penalized neural network with asynchronous propagation and localization embedding for dynamic plantar pressure prediction in older adults	97
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	97
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	97
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	97
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	96
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	96
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	96
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	95
Towards neural-symbolic grammatical inference for endangered languages using integrating graph neural networks and instruction-tuned language models	95
Combining Weighted Average Stacked Ensemble Deep Neural Networks with Histogram Clamped Contrast Limited Adaptive Histogram Equalization for enhanced chest radiograph classification	95
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	94
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	93
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	93
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	93
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	93
Hyperbolic Adversarial Variational Embedding for item recommendation	92
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	92
Real-time prediction of breast cancer sites using deformation-aware graph neural network	92
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	91
Adaptive neural network control using prescribed performance and event-triggered for path tracking control of autonomous vehicle	91
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	90
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	90
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	90
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	89
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	89
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	88
Leveraging the meta-embedding for text classification in a resource-constrained language	88
Multi-scale spatiotemporal feature fusion for super-resolution video reconstruction in dynamic scenes	87
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	86
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	86
Adaptive error bounded piecewise linear approximation for time-series representation	86
Risk-response coupling in underground structures under liquefiable soil conditions: A causality-informed Dynamic Bayesian network integrated framework	86
Optimization and prioritization of electric vehicle charging locations for InterCity transport: A dual-phase approach	86
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	85
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	85
Self-localization based on terrestrial and satellite semantics	85
Real-time fuzzy logic-based direct power control for wind energy systems	85
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	84
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	84
Deep learning assisted physics-based modeling of aluminum extraction process	84
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	84
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	84
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	83
An integrated intelligent decision support framework for the development of photovoltaic solar power	83
Overcoming challenges in leveraging blockchain technology: Entropy-based q-rung orthopair fuzzy model for benchmarking application barriers	83
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	83

Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	82
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	82
A novel deep learning-based model for fault diagnosis of complex systems with high uncertainty	82
A feature enhanced RetinaNet-based for instance-level ship recognition	82
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	82
Counterfactual-based minority oversampling for imbalanced classification	82
Adaptive critical speed prediction for straddle-type monorail operational safety: A meta-learning framework with few-shot deployment	81
Enhanced graph neural network for rapid multi-field seismic prediction in shield tunnels with contact loss defects	81
Task-aware evolution in physics-informed neural networks: Application to Saint-Venant torsion problems	81
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	80
Coupled data-driven and experience-informed neural networks for prediction of pile base resistance with consideration of data limitation	79
Convolutional neural networks for tsunami intensity measure prediction from slip and coseismic deformation data	79
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	79
A fabric defect detection model based on deformable large kernel convolution and feature attention	79
Distribution-guided and perturbation based contrastive clustering for specific emitter identification	79
Learnable Daubechies wavelet neural layers: A novel fault diagnosis architecture for high-speed train under severe noise condition	78
Sustainable energy optimization and complex data management: Data-driven methodology based on neutrosophic picture fuzzy soft sets	77
Three-dimensional-grounded vision-language framework for robotic task planning: Automated prompt synthesis and supervised reasoning	77
Hypergraph neural network with state space models for node classification	77
A novel graph learning framework for interpretable and imbalance financial fraud detection	77
Attentive contrast deep neural network for imbalanced credit scoring	76
Post-earthquake structural damage detection with tunable semi-synthetic image generation	76
Dynamic-balanced double-attention fusion for image captioning	76
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	76
Real-time path planning for unmanned aerial vehicles in complex three-dimensional dynamic environments using an enhanced fuzzy neural fluid dynamical system	76
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	75
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	75
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	75
A novel bone marrow cell recognition method based on multi-scale information and reject option	74
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	74
A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic	74
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	74
Two-sided driven product design: A novel fuzzy multi-criteria group decision-making method with social network and customer requirements	73
A multimodal gait and ocular geometric representation to generate a Parkinson progression report	73
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	73
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	73
Enhance multi-modal structured representations with open information extraction	73
Adaptive time series classification using virtual adversarial domain adaptation techniques	72
Enhanced light detection and ranging simultaneous localization and mapping based on three-dimensional moving object tracking in dynamic scenes	72
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	72
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	72
Machine learning solutions with deep multilayer exogenous networks for distributed denial of service attacks model on networked resources in critical infrastructure	71
End-to-end burst signal demodulation via adaptive masked deep learning framework	71
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	71
Nonlinear dynamic modeling of turbojet engines using combined convolutional and long short-term memory networks	71
Enhancing scene text image super-resolution via gradient-based graph attention network	71
Anomaly detection in distributed systems based on Spatio-Temporal Causal Inference	71
A confident cross-domain mixup–based network with dynamic label-distribution-aware margin regularization for bearing fault diagnosis under variable working conditions	70
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	70
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	70
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	70
Crack Segmentation Network using Additive Attention Gate—CSN-II	70
A quality index for construction big data in shield tunneling	70
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	70
Corrigendum to “Adaptive multi-agent stock trading decision support system based on deep reinforcement learning” [EAAI_114130]	69
Classification of colorectal tissue histopathological images using amalgamated hand-crafted features	69
Multimodality based deep learning method for cancer-related T-cell receptor sequence prediction	69
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	69
HoloFluoNet: Live cell imaging intelligence based on fused holography and fluorescence for virtual staining, cell segmentation, classification, and viability analysis	69
Adaptive load forecasting under regional distribution shifts: A meta-learning framework	69
Recursive mutual-supervised multi-modal mask-variational fusion with domain-anchor alignment for domain-specific Multimodal Neural Machine Translation	69
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	68
Natural gas pipeline leak diagnosis based on manifold learning	68
Enhancing rotation you only look once version 8 for accurate detection of arbitrarily-oriented and multi-scale construction material in complex environment	68
A novel method for partial discharge source localization in three-dimensional power transformer models using particle swarm optimization and particle filtering	68
Path optimization of a flexible robot with a spatial compressed and a direction-guided exploring method	68
Multi-scale and precise real-time detection method for weeds on sidewalks	68
A Multi-Scale Sparse Channel Transformer Network for image reconstruction of astronomical bright source contamination	68
Multi-view feature learning and enhanced hypergraph neural networks for synergistic prediction of drug combination	68
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	68
A constitutive framework for non-isothermal plasticity through micro-mechanism informed artificial neural networks	68
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	67
Identifying wagon numbers using transformers	67
Δ-PINNs: Physics-informed neural networks on complex geometries	67
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	67
Investigation of the dependence of fill factor and efficiency on gallium-doped silicon wafer characteristics using unsupervised learning	66
Covid-19 epidemic and regional carbon emissions: A study based on metabolic multivariate grey model with new information priority	66
Koopman-operator-based learning control of air-breathing hypersonic vehicles with nonminimum phase properties	66
Ego-centric multiple-correlation and temporal graph neural networks based residential load forecasting	66
Identifying high-risk pregnancies in rural areas with machine-manifold learning	65
Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network	65
Evaluation of shared micro-mobility systems for sustainable cities by using a consensus-based Fermatean fuzzy multiple objective optimization and full multiplicative form	65
A novel adaptive spatial–temporal cross-graph convolutional fusion learning network for skeleton-based abnormal gait recognition	65
Open-vocabulary object detection via Neighboring Region Attention Alignment	65
Emotional dialogue generation model of electronic commerce intelligent customer service based on topic expansion	65
A time and frequency convolutional Autoencoder for anomaly detection in industrial robots based on inertial measurement unit error calibration	65
Physics-informed learning and control of ionic polymer-metal composite-actuated flexible structure	65
Hierarchical waste detection with weakly supervised segmentation in images from recycling plants	65
Few-shot learning for image-based bridge damage detection	65
Evolving Fuzzy logic Systems for creative personalized Socially Assistive Robots	65
Robust residual convolutional neural network based pupil tracking for low-computational power applications	64
Ensemble methods with feature selection and data balancing for improved code smells classification performance	64
Federated learning with comparative learning-based dynamic parameter updating on glioma whole slide images	64
Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation	64
Deep neural networks for the efficient simulation of macro-scale hysteresis processes with generic excitation waveforms	64