Engineering Applications of Artificial Intelligence

Article	Citations
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	1789
Context-aware emotion recognition through agent-scene interactions	698
Towards detection of anomalous cosmic ray signals for observations acquired from Cosmic Ray Extremely Distributed Observatory mobile detectors	538
Distribution line inspection method using multi-scale information augmentation and ensemble learning	442
Predicting the cyclic behavior and strength-weakening effect of saturated clays using artificial neural network	432
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	373
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	353
Leveraging the meta-embedding for text classification in a resource-constrained language	349
Framework for real-time multimodal container transport risk management	295
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	268
Incremental Approach: A Workflow Model for Semi-Supervised Learning Environment	267
Firefly search algorithm based on leader strategy	264
Editorial Board	261
A streaming variable neural speech codec	258
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	242
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	235
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	234
Visual localization on point and line combination in dynamic environments	233
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	233
Adaptive chemical industrial processes fault detection model based on Sparse Filtering-based Improved Mixed-Gaussian Probabilistic Principal Component Analysis considering low-probability events	231
Spiking neural networks with uncertainty model of stochastic sampling for circuit yield enhancement	227
A physics-penalized neural network with asynchronous propagation and localization embedding for dynamic plantar pressure prediction in older adults	219
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	213
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	211
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	201

Agent-based hybrid tabu-search heuristic for dynamic scheduling	197
An integrated intelligent decision support framework for the development of photovoltaic solar power	197
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	195
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	194
Distribution-guided and perturbation based contrastive clustering for specific emitter identification	192
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	184
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	184
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	183
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	178
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	177
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	177
Hyperbolic Adversarial Variational Embedding for item recommendation	175
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	174
Real-time prediction of breast cancer sites using deformation-aware graph neural network	174
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	169
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	169
Co-optimizing for task performance and energy efficiency in evolvable robots	168
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	166
Optimization and prioritization of electric vehicle charging locations for InterCity transport: A dual-phase approach	164
A novel bone marrow cell recognition method based on multi-scale information and reject option	164
Multi-scale spatiotemporal feature fusion for super-resolution video reconstruction in dynamic scenes	160
Adaptive error bounded piecewise linear approximation for time-series representation	158
Hypergraph neural network with state space models for node classification	156
Convolutional neural networks for tsunami intensity measure prediction from slip and coseismic deformation data	155
Three-dimensional-grounded vision-language framework for robotic task planning: Automated prompt synthesis and supervised reasoning	154
Attentive contrast deep neural network for imbalanced credit scoring	151
A fabric defect detection model based on deformable large kernel convolution and feature attention	149
Coupled data-driven and experience-informed neural networks for prediction of pile base resistance with consideration of data limitation	148
Sustainable energy optimization and complex data management: Data-driven methodology based on neutrosophic picture fuzzy soft sets	145
Machine learning solutions with deep multilayer exogenous networks for distributed denial of service attacks model on networked resources in critical infrastructure	143
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	141
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	140
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	140
A novel method for partial discharge source localization in three-dimensional power transformer models using particle swarm optimization and particle filtering	140
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	138
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	135
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	132
A quality index for construction big data in shield tunneling	132
Adaptive load forecasting under regional distribution shifts: A meta-learning framework	131
Path optimization of a flexible robot with a spatial compressed and a direction-guided exploring method	131
Crack Segmentation Network using Additive Attention Gate—CSN-II	131
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	130
A feature enhanced RetinaNet-based for instance-level ship recognition	129
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	128
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	128
Counterfactual-based minority oversampling for imbalanced classification	128
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	128
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	127
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	127
Combining Weighted Average Stacked Ensemble Deep Neural Networks with Histogram Clamped Contrast Limited Adaptive Histogram Equalization for enhanced chest radiograph classification	127

Towards neural-symbolic grammatical inference for endangered languages using integrating graph neural networks and instruction-tuned language models	125
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	125
Enhance multi-modal structured representations with open information extraction	123
Multi-scale and precise real-time detection method for weeds on sidewalks	123
Classification of colorectal tissue histopathological images using amalgamated hand-crafted features	122
HoloFluoNet: Live cell imaging intelligence based on fused holography and fluorescence for virtual staining, cell segmentation, classification, and viability analysis	119
A constitutive framework for non-isothermal plasticity through micro-mechanism informed artificial neural networks	117
Recursive mutual-supervised multi-modal mask-variational fusion with domain-anchor alignment for domain-specific Multimodal Neural Machine Translation	117
A multimodal gait and ocular geometric representation to generate a Parkinson progression report	117
Corrigendum to “Adaptive multi-agent stock trading decision support system based on deep reinforcement learning” [EAAI_114130]	116
Nonlinear dynamic modeling of turbojet engines using combined convolutional and long short-term memory networks	116
Multimodality based deep learning method for cancer-related T-cell receptor sequence prediction	115
Enhancing rotation you only look once version 8 for accurate detection of arbitrarily-oriented and multi-scale construction material in complex environment	113
Adaptive time series classification using virtual adversarial domain adaptation techniques	113
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	111
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	111
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	110
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	110
Hypergraph temporal multi-behavior recommendation	110
Variable-first wind power transformers via frequency-differential attention	109
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	109
Enhancing scene text image super-resolution via gradient-based graph attention network	109
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	109
A virtual construction vehicles and workers dataset with three-dimensional annotations	107
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	107
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	105
A novel multi-source heterogeneous data fusion based fault diagnosis framework for manufacturing processes	103
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	102
Multi-view feature learning and enhanced hypergraph neural networks for synergistic prediction of drug combination	102
Federated clustering for recognizing driving styles from private trajectories	101
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	101
A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic	100
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	100
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	99
Dual-task collaborative network for camouflaged object detection via edge-coarse segmentation map fusion	98
End-to-end burst signal demodulation via adaptive masked deep learning framework	97
Modeling and quantifying uncertainty in nanocomposite shell vibrations using heteroscedastic Gaussian Processes	97
Deep echo state network for fault diagnosis in electrical drive systems with imbalanced data: A novel two-stage information transfer mechanism	97
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	96
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	96
Enhanced graph neural network for rapid multi-field seismic prediction in shield tunnels with contact loss defects	95
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	95
Towards open-world recognition: Critical problems and challenges	95
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	95
Risk-response coupling in underground structures under liquefiable soil conditions: A causality-informed Dynamic Bayesian network integrated framework	95
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	95
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	94
Two-sided driven product design: A novel fuzzy multi-criteria group decision-making method with social network and customer requirements	94
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	94
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	94
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	94
Explainable automated wild-orchid identification combining deep neural networks and Bayesian networks	93
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	92
Δ-PINNs: Physics-informed neural networks on complex geometries	92
A novel deep learning-based approach for malware detection	91
Deep learning assisted physics-based modeling of aluminum extraction process	90
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	90
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	90
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	89
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	89
Natural gas pipeline leak diagnosis based on manifold learning	88
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	87
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	87
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	87
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	87
Dynamic-balanced double-attention fusion for image captioning	87
Task-aware evolution in physics-informed neural networks: Application to Saint-Venant torsion problems	87
A novel graph learning framework for interpretable and imbalance financial fraud detection	87
Polyhedral representations with high-frequency for three-dimensional point cloud classification	86
Learnable Daubechies wavelet neural layers: A novel fault diagnosis architecture for high-speed train under severe noise condition	86
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	86
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	86
EPT: A data-driven transformer model for earthquake prediction	86
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	86
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	85
WB-YOLO: An efficient wild bat detection method for ecological monitoring in complex environments	85
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	85
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	84
Adaptive multi-view multiple-means clustering via subspace reconstruction	84
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	84

Propeller fault-detection method for electric-propulsion aircraft using motor signals and generative model-based semi-supervised learning	84
Intelligent breast cancer diagnosis: K-means-based oversampling and comparative feature selection for enhanced classification	83
Medical hyperspectral image classification based weakly supervised single-image global learning network	83
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	83
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	82
Hierarchical reinforcement learning with adaptive scheduling for robot control	82
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	82
An effective method for small object detection in low-resolution images	81
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	81
Improving question answering performance using knowledge distillation and active learning	80
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	80
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	80
Heuristic physics-informed neural network model for simulating melting-induced thin film flow of cross-fluid with industrial waste and electroosmosis effects	80
A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation	80
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	79
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	79
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	79
The integration of emerging technologies in defense: A scientometric overview	79
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	78
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	77
Editorial Board	77
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	76
Mamba Adaptive Anomaly Transformer with association discrepancy for time series	76
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	75
Overcoming challenges in leveraging blockchain technology: Entropy-based q-rung orthopair fuzzy model for benchmarking application barriers	75
End-edge-cloud collaborative-driven waste-heat prediction of liquid cooling system for high-performance computing data centers	75
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	75
Adaptive critical speed prediction for straddle-type monorail operational safety: A meta-learning framework with few-shot deployment	75
Precise phenotypic trait quantification of peanut pods via keypoint detection and correction algorithms	75
Predicting the dynamic hydrogeological response of mountain tunnels to extreme climate: an integrated physics and artificial intelligence framework	75
A machine learning-based interpretable fault diagnosis method for rolling bearings under unbalanced samples	74
An efficient and interpretable clustering-based framework for large-scale maritime traffic pattern recognition	74
A comprehensive review of facial beauty prediction using deep learning techniques	74
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	74
A novel deep learning-based model for fault diagnosis of complex systems with high uncertainty	74
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	74
Self-organizing broad network with frequency-domain analysis	74
A Multi-Scale Sparse Channel Transformer Network for image reconstruction of astronomical bright source contamination	74
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	73
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	73
Real-time path planning for unmanned aerial vehicles in complex three-dimensional dynamic environments using an enhanced fuzzy neural fluid dynamical system	73
Graph Neural Networks (GNNs) based accelerated numerical simulation	73
Cross-attention interaction learning network for multi-model image fusion via transformer	73
Knowledge graph reasoning: Mainstream methods, applications and prospects	72
Enhanced light detection and ranging simultaneous localization and mapping based on three-dimensional moving object tracking in dynamic scenes	72
An end-to-end automated framework for pavement crack detection and dimensional quantification using foundation models and learned skeletonization	72
A deeper generative adversarial network for grooved cement concrete pavement crack detection	71
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	71
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	71
Robust language independent voice data driven Parkinson’s disease detection	71
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	71
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	70
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	70
Prediction of rolling force during isothermal rolling process based on machine learning	70
Dual-stream feature fusion network for person re-identification	70
Power flow analysis via typed graph neural networks	70
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	70
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	70
Real-time fuzzy logic-based direct power control for wind energy systems	70
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	69
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	69
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	69
Adaptive neural network control using prescribed performance and event-triggered for path tracking control of autonomous vehicle	69
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	68
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	68
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	68
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	68
A confident cross-domain mixup–based network with dynamic label-distribution-aware margin regularization for bearing fault diagnosis under variable working conditions	68
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	68
Post-earthquake structural damage detection with tunable semi-synthetic image generation	68
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	67
Anomaly detection in distributed systems based on Spatio-Temporal Causal Inference	67
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	67
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	67
Vibration suppression of ball-screw drive system based on flexible dynamics model	67
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	67
Evolutionary optimization based automatic design of the modules stacked deep fuzzy model	66
A new multi-objective evolutionary algorithm for citation-based summarization: Comprehensive analysis of the generated summaries	66
Identifying wagon numbers using transformers	66
A feasible solution model for manifold clustering	66
Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network	66
Investigation of the dependence of fill factor and efficiency on gallium-doped silicon wafer characteristics using unsupervised learning	66
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	66
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	66
Matching quality-guided model-free satellite pose estimation	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
Ego-centric multiple-correlation and temporal graph neural networks based residential load forecasting	65
An ensemble transfer learning strategy for short-term electricity load forecasting of data-sparse buildings	65
Koopman-operator-based learning control of air-breathing hypersonic vehicles with nonminimum phase properties	65
A novel adaptive spatial–temporal cross-graph convolutional fusion learning network for skeleton-based abnormal gait recognition	65
A novel photovoltaic cell defect detection method: A deep learning model based on multi-scale enhanced feature extraction	65
Covid-19 epidemic and regional carbon emissions: A study based on metabolic multivariate grey model with new information priority	65
Modeling category and multi-level user intentions for session-based recommendation	64
Observer-based fixed-time adaptive fuzzy control for SbW systems with prescribed performance	64
Few-shot machine reading comprehension for bridge inspection via domain-specific and task-aware pre-tuning approach	64