Engineering Applications of Artificial Intelligence

Article	Citations
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	1844
Context-aware emotion recognition through agent-scene interactions	720
Towards detection of anomalous cosmic ray signals for observations acquired from Cosmic Ray Extremely Distributed Observatory mobile detectors	547
Distribution line inspection method using multi-scale information augmentation and ensemble learning	461
Predicting the cyclic behavior and strength-weakening effect of saturated clays using artificial neural network	450
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	391
Framework for real-time multimodal container transport risk management	364
A deep learning framework for the segmentation and quantitative analysis of pulmonary embolism	362
Incremental Approach: A Workflow Model for Semi-Supervised Learning Environment	297
Editorial Board	281
A streaming variable neural speech codec	281
Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach	275
Feature-based deep neural network approach for predicting mortality risk in patients with COVID-19	270
MTFR: An universal multimodal fusion method through Modality Transfer and Fusion Refinement	269
Visual localization on point and line combination in dynamic environments	251
Spiking neural networks with uncertainty model of stochastic sampling for circuit yield enhancement	250
Lazy deep Q networks for unified rotor angle stability framework with unified time-scale of power systems with mass distributed energy storage	250
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	246
Distribution-guided and perturbation based contrastive clustering for specific emitter identification	240
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	239
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	233
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	229
Real-time prediction of breast cancer sites using deformation-aware graph neural network	216
Hyperbolic Adversarial Variational Embedding for item recommendation	216
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	204

An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	203
Co-optimizing for task performance and energy efficiency in evolvable robots	202
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	200
A novel bone marrow cell recognition method based on multi-scale information and reject option	198
Optimization and prioritization of electric vehicle charging locations for InterCity transport: A dual-phase approach	197
Multi-scale spatiotemporal feature fusion for super-resolution video reconstruction in dynamic scenes	191
Convolutional neural networks for tsunami intensity measure prediction from slip and coseismic deformation data	188
Three-dimensional-grounded vision-language framework for robotic task planning: Automated prompt synthesis and supervised reasoning	186
A fabric defect detection model based on deformable large kernel convolution and feature attention	186
Coupled data-driven and experience-informed neural networks for prediction of pile base resistance with consideration of data limitation	184
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	181
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	181
Path optimization of a flexible robot with a spatial compressed and a direction-guided exploring method	177
Adaptive load forecasting under regional distribution shifts: A meta-learning framework	177
Crack Segmentation Network using Additive Attention Gate—CSN-II	177
A feature enhanced RetinaNet-based for instance-level ship recognition	174
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables	173
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	173
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	172
An integrated decision model for cloud vendor selection using probabilistic linguistic information and unknown weights	171
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	168
Medical hyperspectral image classification based weakly supervised single-image global learning network	165
Intelligent breast cancer diagnosis: K-means-based oversampling and comparative feature selection for enhanced classification	163
Hierarchical reinforcement learning with adaptive scheduling for robot control	161
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	160
A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation	159
Improving question answering performance using knowledge distillation and active learning	158
Heuristic physics-informed neural network model for simulating melting-induced thin film flow of cross-fluid with industrial waste and electroosmosis effects	157
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	153
Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN	152
Optimization and implementation of a photovoltaic pumping system using the sine–cosine​ algorithm	147
The integration of emerging technologies in defense: A scientometric overview	147
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	145
Editorial Board	144
Precise phenotypic trait quantification of peanut pods via keypoint detection and correction algorithms	144
Overcoming challenges in leveraging blockchain technology: Entropy-based q-rung orthopair fuzzy model for benchmarking application barriers	144
Adaptive critical speed prediction for straddle-type monorail operational safety: A meta-learning framework with few-shot deployment	142
End-edge-cloud collaborative-driven waste-heat prediction of liquid cooling system for high-performance computing data centers	141
Predicting the dynamic hydrogeological response of mountain tunnels to extreme climate: an integrated physics and artificial intelligence framework	141
A Multi-Scale Sparse Channel Transformer Network for image reconstruction of astronomical bright source contamination	140
A novel deep learning-based model for fault diagnosis of complex systems with high uncertainty	136
An efficient and interpretable clustering-based framework for large-scale maritime traffic pattern recognition	135
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	134
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	134
Self-organizing broad network with frequency-domain analysis	134
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting	133
Ergonomic conscious scheduling of maintenance activities in marine vehicles using an optimized non-dominated sorting genetic algorithm-II – An application of job-shop scheduling	133
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	132
Combining Weighted Average Stacked Ensemble Deep Neural Networks with Histogram Clamped Contrast Limited Adaptive Histogram Equalization for enhanced chest radiograph classification	131
Riemann–Liouville fractional exponential sampling type neural network Kantorovich operators	130

Towards neural-symbolic grammatical inference for endangered languages using integrating graph neural networks and instruction-tuned language models	129
Enhance multi-modal structured representations with open information extraction	128
Multi-scale and precise real-time detection method for weeds on sidewalks	127
HoloFluoNet: Live cell imaging intelligence based on fused holography and fluorescence for virtual staining, cell segmentation, classification, and viability analysis	125
Classification of colorectal tissue histopathological images using amalgamated hand-crafted features	125
A multimodal gait and ocular geometric representation to generate a Parkinson progression report	125
Recursive mutual-supervised multi-modal mask-variational fusion with domain-anchor alignment for domain-specific Multimodal Neural Machine Translation	124
A constitutive framework for non-isothermal plasticity through micro-mechanism informed artificial neural networks	122
Nonlinear dynamic modeling of turbojet engines using combined convolutional and long short-term memory networks	122
Multimodality based deep learning method for cancer-related T-cell receptor sequence prediction	120
Corrigendum to “Adaptive multi-agent stock trading decision support system based on deep reinforcement learning” [EAAI_114130]	120
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	119
Enhancing rotation you only look once version 8 for accurate detection of arbitrarily-oriented and multi-scale construction material in complex environment	119
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	117
Hypergraph temporal multi-behavior recommendation	117
Enhancing scene text image super-resolution via gradient-based graph attention network	115
Variable-first wind power transformers via frequency-differential attention	115
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	114
Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features	113
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	113
Three-dimensional sparse convolutional neural network for terrain traversability analysis and autonomous motion planning	112
Federated clustering for recognizing driving styles from private trajectories	112
Multi-view feature learning and enhanced hypergraph neural networks for synergistic prediction of drug combination	112
End-to-end burst signal demodulation via adaptive masked deep learning framework	111
Dual-task collaborative network for camouflaged object detection via edge-coarse segmentation map fusion	111
A novel android malware classification approach based on multi-scale feature fusion for encrypted traffic	111
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	110
Deep echo state network for fault diagnosis in electrical drive systems with imbalanced data: A novel two-stage information transfer mechanism	110
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	108
Risk-response coupling in underground structures under liquefiable soil conditions: A causality-informed Dynamic Bayesian network integrated framework	108
Dynamic instance-aware layer-bit-select network on human activity recognition using wearable sensors	106
A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion	105
Two-sided driven product design: A novel fuzzy multi-criteria group decision-making method with social network and customer requirements	104
DawnNet: Domain-augmented multi-weighting network for endometrial histopathological image classification	103
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	103
Explainable automated wild-orchid identification combining deep neural networks and Bayesian networks	102
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	101
Deep learning assisted physics-based modeling of aluminum extraction process	101
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	100
Natural gas pipeline leak diagnosis based on manifold learning	100
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	100
A unified neural framework for long-term time series forecasting and granger-style causal analysis	99
Adaptive salience autoencoder for unsupervised anomaly detection in computer network traffic	99
Contrast and adversarial: Towards generalized multi-modal face anti-spoofing	99
Dynamic-balanced double-attention fusion for image captioning	99
Intelligent evaluation of pavement friction at high speeds with artificial intelligence powered three-dimensional laser imaging technology	98
A novel graph learning framework for interpretable and imbalance financial fraud detection	98
Learnable Daubechies wavelet neural layers: A novel fault diagnosis architecture for high-speed train under severe noise condition	98
An integrated interval-valued spherical fuzzy Choquet integral based decision making model for prioritizing risk in Fine-Kinney	97
Polyhedral representations with high-frequency for three-dimensional point cloud classification	97
Sustainable energy optimization and complex data management: Data-driven methodology based on neutrosophic picture fuzzy soft sets	96
A deep sequence-to-sequence model for power swing blocking of distance protection in power transmission lines	95
Attentive contrast deep neural network for imbalanced credit scoring	95
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	95
Anomaly detection in distributed systems based on Spatio-Temporal Causal Inference	94
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	94
A novel deep learning-based approach for malware detection	94
A virtual construction vehicles and workers dataset with three-dimensional annotations	93
Inference and analysis of a new evidential reasoning rule-based performance evaluation model	93
Event-triggered predefined-time tracking control for high-order nonlinear systems with time-varying actuator failures and uncertain disturbances	92
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	92
Task-aware evolution in physics-informed neural networks: Application to Saint-Venant torsion problems	91
Vibration suppression of ball-screw drive system based on flexible dynamics model	91
Residual squeeze-and-excitation convolutional auto-encoder for fault detection and diagnosis in complex industrial processes	91
A confident cross-domain mixup–based network with dynamic label-distribution-aware margin regularization for bearing fault diagnosis under variable working conditions	90
A new data fusion driven-sparse representation learning method for bearing intelligent diagnosis in small and unbalanced samples	90
Adaptive multi-view multiple-means clustering via subspace reconstruction	90
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	90
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	89
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	89
Prediction of rolling force during isothermal rolling process based on machine learning	88
Smart reception: An artificial intelligence driven bangla language based receptionist system employing speech, speaker, and face recognition for automating reception services	88
An end-to-end automated framework for pavement crack detection and dimensional quantification using foundation models and learned skeletonization	88
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	88
Hypergraph neural network with state space models for node classification	88
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system	88
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	87
A distance and cosine similarity-based fitness evaluation mechanism for large-scale many-objective optimization	87
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	87
Real-time path planning for unmanned aerial vehicles in complex three-dimensional dynamic environments using an enhanced fuzzy neural fluid dynamical system	87

A novel method for partial discharge source localization in three-dimensional power transformer models using particle swarm optimization and particle filtering	86
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	86
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	86
Refined offshore wind speed prediction: Leveraging a two-layer decomposition technique, gated recurrent unit, and kernel density estimation for precise point and interval forecasts	86
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	86
Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	85
Machine learning approach for truck-drones based last-mile delivery in the era of industry 4.0	85
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	84
A novel multi-source heterogeneous data fusion based fault diagnosis framework for manufacturing processes	84
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	84
Forecasting train travel times of China–Europe Railway Express through a hybrid deep learning model optimized with a bandit-based approach	84
Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction	84
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	84
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	83
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing	83
Mamba Adaptive Anomaly Transformer with association discrepancy for time series	82
EPT: A data-driven transformer model for earthquake prediction	82
Knowledge graph reasoning: Mainstream methods, applications and prospects	82
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	82
Integrating prompt techniques and multi-similarity matching for named entity recognition in low-resource settings	81
Counterfactual-based minority oversampling for imbalanced classification	81
Leveraging the meta-embedding for text classification in a resource-constrained language	81
Adaptive time series classification using virtual adversarial domain adaptation techniques	81
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	80
Enhanced light detection and ranging simultaneous localization and mapping based on three-dimensional moving object tracking in dynamic scenes	79
Graph Neural Networks (GNNs) based accelerated numerical simulation	79
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction	78
Fault diagnosis of real-scenario battery systems in electric vehicles using the multi-scale fuzzy entropy algorithm	78
Modeling and quantifying uncertainty in nanocomposite shell vibrations using heteroscedastic Gaussian Processes	78
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	77
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	77
Adaptive chemical industrial processes fault detection model based on Sparse Filtering-based Improved Mixed-Gaussian Probabilistic Principal Component Analysis considering low-probability events	77
Prescriptive tool wear Control: Tool wear early prediction and cutting parameter regulation for discrete turning operations	77
Deploying data analytics models in asset administration shells: Energy prediction in manufacturing	77
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	77
Machine learning solutions with deep multilayer exogenous networks for distributed denial of service attacks model on networked resources in critical infrastructure	77
Enhanced graph neural network for rapid multi-field seismic prediction in shield tunnels with contact loss defects	77
An effective method for small object detection in low-resolution images	76
WB-YOLO: An efficient wild bat detection method for ecological monitoring in complex environments	76
LiDAR-camera fusion: Dual transformer enhancement for 3D object detection	76
Firefly search algorithm based on leader strategy	76
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	76
A comprehensive review of facial beauty prediction using deep learning techniques	76
The promise of convolutional neural networks for the early diagnosis of the Alzheimer’s disease	75
Adaptive neural network control using prescribed performance and event-triggered for path tracking control of autonomous vehicle	75
Novel Aczel-Alsina operations-based linguistic Z-number aggregation operators and their applications in multi-attribute group decision-making process	75
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	75
Propeller fault-detection method for electric-propulsion aircraft using motor signals and generative model-based semi-supervised learning	74
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	74
Agent-based hybrid tabu-search heuristic for dynamic scheduling	74
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data	74
Dual-stream feature fusion network for person re-identification	74
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	73
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	73
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	73
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	73
Leveraging high-frequency intraday pattern for improved deep temporal learning of stock price dynamics	73
Convolutional autoencoder latent-space modeling with climate-index–conditioned recurrent networks for assessing subseasonal potential forecast skill of the Baltic Sea heat content	73
Towards open-world recognition: Critical problems and challenges	73
Energy-efficient routing protocol for underwater wireless sensor networks using a hybrid metaheuristic algorithm	72
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	72
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	72
An integrated intelligent decision support framework for the development of photovoltaic solar power	71
Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation	71
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	71
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	71
A machine learning-based interpretable fault diagnosis method for rolling bearings under unbalanced samples	71
Δ-PINNs: Physics-informed neural networks on complex geometries	71
Robust language independent voice data driven Parkinson’s disease detection	71
Transformer-enabled weakly supervised abnormal event detection in intelligent video surveillance systems	70
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions	70
Adaptive error bounded piecewise linear approximation for time-series representation	70
Real-time fuzzy logic-based direct power control for wind energy systems	70
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	70
A systematic review on advancement and challenges in multi-fault diagnosis of rotating machines	70
Cross-attention interaction learning network for multi-model image fusion via transformer	70
A physics-penalized neural network with asynchronous propagation and localization embedding for dynamic plantar pressure prediction in older adults	70
Post-earthquake structural damage detection with tunable semi-synthetic image generation	69
Power flow analysis via typed graph neural networks	69
A deeper generative adversarial network for grooved cement concrete pavement crack detection	69
Deep reinforcement learning optimizer based novel Caputo fractional order sliding mode data driven controller	68
A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer	68
Identifying wagon numbers using transformers	68
Evolutionary optimization based automatic design of the modules stacked deep fuzzy model	68
A quality index for construction big data in shield tunneling	68
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	68
Ego-centric multiple-correlation and temporal graph neural networks based residential load forecasting	67
Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network	67
Parallax-aware dual-view feature enhancement and adaptive detail compensation for dual-pixel defocus deblurring	67
A feasible solution model for manifold clustering	67
A new multi-objective evolutionary algorithm for citation-based summarization: Comprehensive analysis of the generated summaries	67
Multiple kernel graph clustering with shifted Laplacian reconstruction	66
A machine learning-based approach for estimation of deflection and contact area characteristics of tubeless and tube-type agricultural tyres	66
A multi-layer Bayesian trial-and-error learning algorithm for imbalanced classification	66
Modeling category and multi-level user intentions for session-based recommendation	66