Neural Computing & Applications

Article	Citations
Special issue on AI-based web information processing	567
Neural acceleration of incomplete factorization preconditioning	503
Performance evaluation of cluster-based federated machine learning	438
Estimation of leaf Mg values of apple trees in early period with machine learning methods	380
Object modeling through weightless tracking	353
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection	345
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations	341
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection	303
Improving Chinese word segmentation with character–lexicon class attention	283
Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN	252
Who should I trust? Cautiously learning with unreliable experts	231
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction	209
Event prediction within directional change framework using a CNN-LSTM model	198
MindfulLIME: a stable solution for explanations of machine learning models with enhanced localization precision—a medical image case study	184
Physics-guided time-series transformer for accurate and robust battery SOC estimation	171
EAMultiRes-DSPP: an efficient attention-based multi-residual network with dilated spatial pyramid pooling for identifying plant disease	164
Defense against adversarial attacks via textual embeddings based on semantic associative field	161
A hybrid approach to real-time multi-target tracking	153
Machine learning based multipurpose medical image watermarking	151
Stable online adaptive formation control for leader-follower mobile robots based on reinforcement learning	150
Improving automated latent fingerprint detection and segmentation using deep convolutional neural network	145
An intelligent approach for autism spectrum disorder diagnosis and rehabilitation features identification	142
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer	140
An efficient and scalable semi-supervised framework for semantic segmentation	139
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications	139

Hierarchical capsule network for hyperspectral image classification	139
Real-time guidance for powered landing of reusable rockets via deep learning	137
An integrated biomedical images security approach to secure healthcare system	133
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling	130
JSMix: a holistic algorithm for learning with label noise	124
LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features	123
An effective variational auto-encoder-based model for traffic flow imputation	122
Lyapunov-guided representation of recurrent neural network performance	115
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer	115
Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation	114
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks	113
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system	113
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features	112
Energy enhancement of routing protocol with hidden Markov model in wireless sensor networks	112
Transparent deep machine learning framework for predicting traffic crash severity	108
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction	107
Automated steel surface defect detection and classification using a new deep learning-based approach	107
A novel technique for evaluating and selecting wealthtech apps based on interval type−2 intuitionistic fuzzy technique for order preference by similarity to ideal solution	103
Constructing a multimodal feature set for pain intensity classification	101
Hybrid ConvTransLSTM for spatio-temporal classification: identifying early Parkinson’s disease from gait patterns	98
A novel meta-learning initialization method for physics-informed neural networks	97
Chimera states and information transfer in interacting populations of map-based neurons	95
Deep learning and vision transformers-based framework for breast cancer and subtype identification	95
Detection and classification of photovoltaic module defects based on artificial intelligence	94
Deep learning-based approaches for robust classification of cervical cancer	93
Diagnosis of breast cancer molecular subtypes using machine learning models on unimodal and multimodal datasets	91
Predict customer churn using combination deep learning networks model	90
Accelerated black hole optimization algorithm with enhanced FOPID controller for omni-wheel drive mobile robot system	90
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting	90
Integration of global and local information for text classification	88
Robust bipedal walking control through a privileged learning-based, hierarchical imitation learning method	88
EEG-motion: a novel algorithm that detect restless legs syndrome using EEG signals on polysomnography	88
LWIR2Vis-Net: feature injection-augmented encoder-decoder for efficient thermal-to-visible image translation	87
Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans	86
An interactive deep model combined with Retinex for low-light visible and infrared image fusion	86
Distilled pooling transformer encoder for efficient realistic image dehazing	84
A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem	82
A novel algorithm based on DNA coding for substitution box generation problem	81
Analysis of regional climate variables by using neural Granger causality	81
Intercity round-trip multi-region demand prediction based on multi-task fusion recurrent graph attention network	79
A framework for classifying breast cancer based on deep features integration and selection	77
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers	73
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey	73
From fair solutions to compromise solutions in multi-objective deep reinforcement learning	73
A new hybrid recurrent artificial neural network for time series forecasting	73
Integrating plant growth monitoring in a precision intrarow hoeing tool through canopy cover segmentation	72
Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning	72
GPU-accelerated homomorphic encryption computing: empowering federated learning in IoV	70
Retraction Note: Some new dual hesitant fuzzy linguistic operators based on Archimedean t-norm and t-conorm	70
Deep learning model for early prediction of material fracture in tensile testing	69

An in-depth examination of artificial intelligence-based methods for optimal power flow solutions	69
Exploring vision transformer: classifying electron-microscopy pollen images with transformer	69
Re-HGNM: a repeat aware hypergraph neural machine for session-based recommendation	68
Bi-graph attention network for energy price forecasting via multiple time scale learning	68
BO–SHAP–BLS: a novel machine learning framework for accurate forecasting of COVID-19 testing capabilities	68
Deep noise mitigation and semantic reconstruction hashing for unsupervised cross-modal retrieval	68
Ground-truth generation through crowdsourcing with probabilistic indexes	68
CEDT2M: text-driven human motion generation via cross-modal mixture of encoder-decoder	67
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference	67
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing	67
A detector for page-level handwritten music object recognition based on deep learning	66
A novel augmentation strategy for credit scoring modeling	66
A novel k-step fault estimation and fault-tolerant control scheme in wireless power transfer systems	66
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	66
DeepDepth: Prediction of O(6)-methylguanine-DNA methyltransferase genotype in glioblastoma patients using multimodal representation learning based on deep feature fusion	65
Q-learning-based sequential recovery of interdependent power-communication network after cascading failures	65
A prediction model for plastic hinge length of rectangular RC columns using gene expression programming	65
Patient activity recognition using radar sensors and machine learning	65
Prediction of temperature separation of a nitrogen-driven vortex tube with linear, kNN, SVM, and RF regression models	63
Improve cluster quality with better centroid selection	61
A feature selection method based on Shapley values robust for concept shift in regression	61
Detecting and classifying breast masses via YOLO-based deep learning	61
Development of a design tool for the horizontal stabilizer of a helicopter using artificial neural networks	60
Reviving autoencoder pretraining	60
Group learning algorithm: a new metaheuristic algorithm	60
Neural network optimal control for discrete-time nonlinear systems with known internal dynamics	60
Dysarthric speech recognition: an investigation on using depthwise separable convolutions and residual connections	59
Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems	59
RETRACTED ARTICLE: Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction	58
Convolutional variational autoencoder for Northeast US coastal wind and flood hazard data augmentation	57
A secure two-qubit quantum model for segmentation and classification of brain tumor using MRI images based on blockchain	57
Cost-effective economic dispatch in large-scale power systems using enhanced manta ray foraging optimization	57
Intelligent chatter detection in turning operations with imbalanced data using conditional generative adversarial networks	56
Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design	56
Application status of qualitative comparative analysis methods in the international ISLS field based on social network analysis	56
Occluded human pose estimation based on limb joint augmentation	56
OmniNet: an expandable causal inference network for multiple modalities	54
Shape completion with azimuthal rotations using spherical gidding-based invariant and equivariant network	54
Facial AU detection based on a guided attention inference network with embedded regional segmentation branch	54
Deep domain adaptation by joint distribution neural matching	54
Cultural heritage digital twin: modeling and representing the visual narrative in Leonardo Da Vinci’s Mona Lisa	53
Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture	53
Regularization of deep neural network using a multisample memory model	53
Using PSO and SA for optimizing the retardance in dextran-citrate coated ferrofluids	53
Distributed optimization with faulty nodes: robust aggregation in hyperbolic space	53
Retraction Note: Decision-level fusion scheme for nasopharyngeal carcinoma identification using machine learning techniques	52
Artificial neural network-assisted theoretical model to predict the viscoelastic–plastic tensile behavior of polyamide-6 multi-ply yarns	52
Retraction Note: A novel feature selection method for brain tumor MR image classification based on the Fisher criterion and parameter-free Bat optimization	52
Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis	52
Retraction Note: Virtual reality research of the dynamic characteristics of soft soil under metro vibration loads based on BP neural networks	52
Chaotic fitness-dependent quasi-reflected Aquila optimizer for superpixel based white blood cell segmentation	52
A semi-self-supervised learning model to recognize handwritten characters in ancient documents in Indian scripts	52
MultiBSP: multi-branch and multi-scale perception object tracking framework based on siamese CNN	52
Dynamic event-triggered adaptive control for state-constrained strict-feedback nonlinear systems with guaranteed feasibility conditions	51
Robust large-scale online kernel learning	50
Exploring adversarial examples and adversarial robustness of convolutional neural networks by mutual information	50
SBIR-BYOL: a self-supervised sketch-based image retrieval model	50
Spatially aligned sketch-based fine-grained 3D shape retrieval	50
Quantifying the effect of feedback frequency in interactive reinforcement learning for robotic tasks	50
Developing a structural-based local learning rule for classification tasks using ionic liquid space-based reservoir	49
HFANet: hierarchical feature fusion attention network for classification of glomerular immunofluorescence images	49
Cost-aware real-time job scheduling for hybrid cloud using deep reinforcement learning	49
Jointly learning distribution and expectation in a unified framework for facial age and attractiveness estimation	49
MADM and assessment of pilot health projects based on spherical fuzzy information	48
A CNN-based framework for land use land cover classification of heterogeneous terrain using satellite images	48
Leaf disease detection using convolutional neural networks: a proposed model using tomato plant leaves	48
BIO-CXRNET: a robust multimodal stacking machine learning technique for mortality risk prediction of COVID-19 patients using chest X-ray images and clinical data	48
Segmenting pyramidal neurons in low-resolution images: a new dataset and CNN-based evaluation	47
Robust amplitude-limited interval type-3 neuro-fuzzy controller for robot manipulators with prescribed performance by output feedback	47
A syntactic multi-level interaction network for rumor detection	47
Multi-scale discriminant representation for generic palmprint recognition	47
Adapting artificial rabbit optimization for solving classification problem: benchmark dataset analysis	47
Deep Learning-based Image Analysis Method for Estimation of Macroscopic Spray Parameters	47
Deep learning approaches and data augmentation for melanoma detection	47
A novel coarse-grained knowledge graph embedding framework for platform risk identification from relational data	47
Fuzzy rough digraph based on strength of connectedness with application	47
From depth-aware haze generation to real-world haze removal	46
Image captioning with residual swin transformer and Actor-Critic	46
An improved parameter learning methodology for RVFL based on pseudoinverse learners	46
Multi-scale residual attention model for retinal image feature segmentation: toward chemical exposure detection	46

Mutual purification for unsupervised domain adaptation in person re-identification	45
Athletic signature: predicting the next game lineup in collegiate basketball	45
Prediction of global temperature anomaly by machine learning based techniques	45
PRF: deep neural network compression by systematic pruning of redundant filters	45
Fuzzy min–max neural networks: a bibliometric and social network analysis	45
Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets	45
Synthetic chest X-ray data generation for tuberculosis infection detection using generative adversarial networks	45
Correction: Discriminative reward co-training	44
Unsupervised fabric defect detection with local spectra refinement (LSR)	44
Analytical softmax temperature setting from feature dimensions for model- and domain-robust classification	44
Design of gender recognition system using quantum-based deep learning	44
A metaheuristic algorithm based on a radial basis function neural networks	44
A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer	43
A voice activity detection algorithm using deep learning in time–frequency domain	43
Automatic generation of Labanotation based on human pose estimation in folk dance videos	43
PreSA: an intelligent blockchain-based platform for monitoring and predicting water quality for smart aquaculture	43
Heuristic selection through neural networks: an extended analysis on the pod allocation problem within robotic mobile fulfillment systems	43
Multi-objective optimization for home health care scheduling under uncertainty using fuzzy logic and non-dominated sorting genetic algorithm II	42
A new CNN-based watermarking method for color medical images in a fusion domain	42
Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms	42
Educational integrity in the age of generative AI: an interpretable random forest-based detection framework	42
A comprehensive systematic review of machine learning in the retail industry: classifications, limitations, opportunities, and challenges	42
Joint multi-view character embedding model for named entity recognition of Chinese car reviews	42
Multi-class vulnerability prediction using value flow and graph neural networks	42
Evaluating BERT-based language models for detecting misinformation	42
Machine learning to predict gut microbiomes of agricultural pests	42
Transformer-enhanced multimodal learning model for multimedia content understanding	42
Conditioned fully convolutional denoising autoencoder for multi-target NILM	41
Adaptive NN trajectory tracking control for underwater tracked robot with unknown slipping and nonsymmetric input saturation	41
GA-SRN: graph attention based text-image semantic reasoning network for fine-grained image classification and retrieval	41
An efficient lightweight algorithm for scheduling tasks onto dynamically reconfigurable hardware using graph-oriented simulated annealing	41
A deep learning approach to classify country and value of modern coins	41
Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems	41
Neuro-evolutionary for time series forecasting and its application in hourly energy consumption prediction	41
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models	40
Hybrid deep CNN model for multi-class classification of skin lesion	40
Machine learning-based forecasts of residential property prices in Hangzhou City, Zhejiang Province, China	40
Optimizing organizational performance through integration of RBV, and TTF: a deep learning and optimization approach	40
A systematic literature review on the application of artificial intelligence techniques for rock strength estimation	40
PL-Transformer: a POS-aware and layer ensemble transformer for text classification	40
Combining artificial neural networks and hematological data to diagnose Covid-19 infection in Brazilian population	40
Comprehensive different modeling technics for predicting compressive strength in sustainable Arabic gum-modified concrete	40
Ontology construction and mapping of multi-source heterogeneous data based on hybrid neural network and autoencoder	40
FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance	40
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting	40
Dependency-enhanced graph convolutional networks for aspect-based sentiment analysis	40
A Z-number based multi-attribute decision-making algorithm for hydro-environmental system management	39
Computationally efficient recognition of unconstrained handwritten Urdu script using BERT with vision transformers	39
EV charging duration prediction using advanced ensemble learning techniques and feature importance analysis	39
Recent advances in multi-objective grey wolf optimizer, its versions and applications	39
Deep learning-based comprehensive review on pulmonary tuberculosis	39
Semi-supervised Kernel Fisher discriminant analysis based on exponential-adjusted geometric distance	39
Hybrid bio-inspired metaheuristic approach for design compressive strength of high-strength concrete-filled high-strength steel tube columns	39
Fault-tolerant visual servo control for a robotic arm with actuator faults	39
Optimizing energy efficiency through precise occupancy detection: A tailored CNN architecture for smart buildings and beyond	39
Special issue on neural computing and applications in cyber intelligence: ATCI 2022	38
Edge AI-powered marine pollution classification with customized CNN model	38
Few-shot learning for modeling cyber physical systems in non-stationary environments	38
Spatial deep feature augmentation technique for FER using genetic algorithm	38
Enhancing clustering performance for TASOCNN: a topology adaptive approach for circular data with application to color image segmentation	38
Classification of apple images using support vector machines and deep residual networks	38
Cortex-inspired ensemble based network intrusion detection system	38
Clustered design-model generation from a program source code using chaos-based metaheuristic algorithms	38
Simulation of fractional order mathematical model of robots for detection of coronavirus using Levenberg–Marquardt backpropagation neural network	38
Impact of datasets on the effectiveness of MobileNet for beans leaf disease detection	38
A new content-aware image resizing based on Rényi entropy and deep learning	38
Exploring the distributed learning on federated learning and cluster computing via convolutional neural networks	38
ECBTNet: English-Foreign Chinese intelligent translation via multi-subspace attention and hyperbolic tangent LSTM	38
Event-triggered observer-based T-S fuzzy dynamic positioning fault-tolerant control for unmanned surface vehicle	38
The design and application of steerable side window framework	38
Proposal and evaluation of new models for predicting the FRP contribution to shear strength in reinforced concrete beams using gene expression programming	37
Connecting modeling requirements and the choice of activation functions in fuzzy cognitive map simulations	37
The binary crayfish optimization algorithm with bitwise operator and repair method for 0–1 knapsack problems: an improved model	37
A Kaizen Programming algorithm for multi-output regression based on a heterogeneous island model	37
Region-based feature enhancement using channel-wise attention for classification of breast histopathological images	37
A review of machine learning techniques for diagnosing Alzheimer’s disease using imaging modalities	37
Stacked semi-supervised autoencoder-regularized RVFLNs for reliable prediction of molten iron quality in blast furnace	37
Determination of sample size and design of final product control plan based on product types	36
Honey formation optimization with single component for numerical function optimization: HFO-1	36
EduNER: a Chinese named entity recognition dataset for education research	36
Integrating CNN and BiLSTM for enhanced scene text recognition	36
Self-tuning neuromorphic controller for real-time UAS trajectory tracking based on prescribed error sensitivity	36
Federated and transfer learning for cancer detection based on image analysis	36
Generalization potential of large language models	36
Detection of diseases in cucumber using deep neural networks	36
From data to clean water: XGBoost and Bayesian optimization for advanced wastewater treatment with ultrafiltration	36
A Vision-based inventory method for stacked goods in stereoscopic warehouse	36
Computational AI models in VAT photopolymerization: a review, current trends, open issues, and future opportunities	36
DAMNet: lightweight dual attention mixed network for efficient image deraining	35
Vision-language navigation: a survey and taxonomy	35
Plantformer: plant point cloud completion based on local–global feature aggregation and spatial context-aware transformer	35
Machine learning-based CFD simulations: a review, models, open threats, and future tactics	35
Attention mechanism in neural networks: where it comes and where it goes	35
Subspace embedding for classification	35
PushNet: 3D reconstruction from a single image by pushing	35