Neural Computing & Applications

Papers
(The TQCC of Neural Computing & Applications is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Deconvolution filter design of transmission channel: application to 3D objects using features extraction from orthogonal descriptor416
Prediction of uniaxial compressive strength of rock samples using density weighted least squares twin support vector regression355
GPU-accelerated homomorphic encryption computing: empowering federated learning in IoV307
Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans278
Special issue on AI-based web information processing239
Retraction Note: Some new dual hesitant fuzzy linguistic operators based on Archimedean t-norm and t-conorm211
Reviving autoencoder pretraining211
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling211
A detector for page-level handwritten music object recognition based on deep learning176
Q-learning-based sequential recovery of interdependent power-communication network after cascading failures175
Lyapunov-guided representation of recurrent neural network performance174
Social image aesthetic classification and optimization algorithm in machine learning164
A CNN-LSTM-based fault classifier and locator for underground cables158
RETRACTED ARTICLE: Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction156
Re-HGNM: a repeat aware hypergraph neural machine for session-based recommendation152
Hierarchical capsule network for hyperspectral image classification145
Edge computing clone node recognition system based on machine learning144
Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning136
Adaptive kernel selection network with attention constraint for surgical instrument classification135
A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem126
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system122
Multi-agent-based smart power management for remote health monitoring120
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing119
ECNN: evaluating a cluster-neural network model for city innovation capability118
An efficient and scalable semi-supervised framework for semantic segmentation115
From fair solutions to compromise solutions in multi-objective deep reinforcement learning112
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection107
Intercity round-trip multi-region demand prediction based on multi-task fusion recurrent graph attention network105
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features104
An interactive deep model combined with Retinex for low-light visible and infrared image fusion102
Improving Chinese word segmentation with character–lexicon class attention102
Reinforcement learning-based control of improved hybrid current modulated dual active bridge AC/DC converter101
Development of a design tool for the horizontal stabilizer of a helicopter using artificial neural networks95
Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation94
LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features92
Open set task augmentation facilitates generalization of deep neural networks trained on small data sets91
Energy enhancement of routing protocol with hidden Markov model in wireless sensor networks89
Exploring vision transformer: classifying electron-microscopy pollen images with transformer89
Occluded human pose estimation based on limb joint augmentation89
Neural acceleration of incomplete factorization preconditioning88
Who should I trust? Cautiously learning with unreliable experts88
Real-time guidance for powered landing of reusable rockets via deep learning87
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer85
Incremental deep learning for reflectivity data recognition in stomatology85
Deep noise mitigation and semantic reconstruction hashing for unsupervised cross-modal retrieval84
An intelligent approach for autism spectrum disorder diagnosis and rehabilitation features identification84
Predict customer churn using combination deep learning networks model84
Neural network optimal control for discrete-time nonlinear systems with known internal dynamics84
Assessing kinetic meaning of music and dance via deep cross-modal retrieval83
Performance evaluation of cluster-based federated machine learning83
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications83
A nonrepetitive fault estimation design via iterative learning scheme for nonlinear systems with iteration-dependent references82
Optimal radial topology of electric unbalanced and balanced distribution system using improved coyote optimization algorithm for power loss reduction82
Estimation of leaf Mg values of apple trees in early period with machine learning methods81
Distilled pooling transformer encoder for efficient realistic image dehazing79
A novel k-step fault estimation and fault-tolerant control scheme in wireless power transfer systems79
Object modeling through weightless tracking79
Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design76
Analysis of regional climate variables by using neural Granger causality75
Bi-graph attention network for energy price forecasting via multiple time scale learning74
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations73
A feature selection method based on Shapley values robust for concept shift in regression73
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection73
A hybrid approach to real-time multi-target tracking73
EAMultiRes-DSPP: an efficient attention-based multi-residual network with dilated spatial pyramid pooling for identifying plant disease72
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting71
Deep learning approach to obtain collaborative filtering neighborhoods71
Ground-truth generation through crowdsourcing with probabilistic indexes71
JSMix: a holistic algorithm for learning with label noise70
BO–SHAP–BLS: a novel machine learning framework for accurate forecasting of COVID-19 testing capabilities68
Chimera states and information transfer in interacting populations of map-based neurons68
A novel augmentation strategy for credit scoring modeling67
Deep learning model for early prediction of material fracture in tensile testing67
CEDT2M: text-driven human motion generation via cross-modal mixture of encoder-decoder67
A prediction model for plastic hinge length of rectangular RC columns using gene expression programming67
Convolutional variational autoencoder for Northeast US coastal wind and flood hazard data augmentation66
Detecting and classifying breast masses via YOLO-based deep learning66
Defense against adversarial attacks via textual embeddings based on semantic associative field66
RETRACTED ARTICLE: Research on control strategy and policy optimal scheduling based on an improved genetic algorithm65
A new approach to predict ulcerative colitis activity through standard clinical–biological parameters using a robust neural network model65
An intelligent traceability method of water pollution based on dynamic multi-mode optimization65
An in-depth examination of artificial intelligence-based methods for optimal power flow solutions64
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction64
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference64
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer63
Cost-effective economic dispatch in large-scale power systems using enhanced manta ray foraging optimization63
Dysarthric speech recognition: an investigation on using depthwise separable convolutions and residual connections63
DeepDepth: Prediction of O(6)-methylguanine-DNA methyltransferase genotype in glioblastoma patients using multimodal representation learning based on deep feature fusion63
Deep learning and vision transformers-based framework for breast cancer and subtype identification63
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers62
An effective variational auto-encoder-based model for traffic flow imputation62
Integration of global and local information for text classification61
Diagnosis of breast cancer molecular subtypes using machine learning models on unimodal and multimodal datasets61
A framework for classifying breast cancer based on deep features integration and selection60
A secure two-qubit quantum model for segmentation and classification of brain tumor using MRI images based on blockchain60
Correction to: DEIDS: a novel intrusion detection system for industrial control systems59
A novel meta-learning initialization method for physics-informed neural networks59
Improving automated latent fingerprint detection and segmentation using deep convolutional neural network59
Iterative learning-based path control for robot-assisted upper-limb rehabilitation59
A new hybrid recurrent artificial neural network for time series forecasting59
Evolving strategies for shear wave velocity estimation: smart and ensemble modeling approach59
A statistical approach to secure health care services from DDoS attacks during COVID-19 pandemic59
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey59
Observer-based adaptive control and faults estimation for T-S fuzzy singular fractional order systems59
Transparent deep machine learning framework for predicting traffic crash severity59
Detection and classification of photovoltaic module defects based on artificial intelligence59
Automated steel surface defect detection and classification using a new deep learning-based approach58
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks58
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems58
Enhanced lung image segmentation using deep learning57
Machine learning based multipurpose medical image watermarking57
A novel algorithm based on DNA coding for substitution box generation problem56
Event prediction within directional change framework using a CNN-LSTM model56
Group learning algorithm: a new metaheuristic algorithm56
Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects56
Deep learning-based approaches for robust classification of cervical cancer55
Prediction of temperature separation of a nitrogen-driven vortex tube with linear, kNN, SVM, and RF regression models55
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction55
Patient activity recognition using radar sensors and machine learning55
Characteristics of different swimming styles of swimming events based on artificial neural network data acquisition system54
Special issue on neural computing and applications in cyber intelligence: ATCI 202254
Application status of qualitative comparative analysis methods in the international ISLS field based on social network analysis53
Exploring the distributed learning on federated learning and cluster computing via convolutional neural networks53
Retraction Note: A novel feature selection method for brain tumor MR image classification based on the Fisher criterion and parameter-free Bat optimization53
A Z-number based multi-attribute decision-making algorithm for hydro-environmental system management53
Efficiency evaluation research of a regional water system based on a game cross-efficiency model52
Retraction Note: Virtual reality research of the dynamic characteristics of soft soil under metro vibration loads based on BP neural networks52
A semi-self-supervised learning model to recognize handwritten characters in ancient documents in Indian scripts52
Leaf disease detection using convolutional neural networks: a proposed model using tomato plant leaves52
ECBTNet: English-Foreign Chinese intelligent translation via multi-subspace attention and hyperbolic tangent LSTM52
A real-time approach to recognition of Turkish sign language by using convolutional neural networks51
Exocytotic vesicle fusion classification for early disease diagnosis using a mobile GPU microsystem51
Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets50
Honey formation optimization with single component for numerical function optimization: HFO-150
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace–Beltrami spectral filtering50
Computationally efficient recognition of unconstrained handwritten Urdu script using BERT with vision transformers50
An improved parameter learning methodology for RVFL based on pseudoinverse learners49
PL-Transformer: a POS-aware and layer ensemble transformer for text classification49
PRF: deep neural network compression by systematic pruning of redundant filters49
Dynamic event-triggered adaptive control for state-constrained strict-feedback nonlinear systems with guaranteed feasibility conditions48
Fault-tolerant visual servo control for a robotic arm with actuator faults48
Cultural heritage digital twin: modeling and representing the visual narrative in Leonardo Da Vinci’s Mona Lisa48
Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems48
Stubborn state estimation for complex-valued neural networks with mixed time delays: the discrete time case48
MultiBSP: multi-branch and multi-scale perception object tracking framework based on siamese CNN48
Multi-class vulnerability prediction using value flow and graph neural networks48
Multidomain image-to-image translation model based on hidden space sharing48
Few-shot learning for modeling cyber physical systems in non-stationary environments48
Athletic signature: predicting the next game lineup in collegiate basketball47
A syntactic multi-level interaction network for rumor detection47
From data to clean water: XGBoost and Bayesian optimization for advanced wastewater treatment with ultrafiltration47
Design of gender recognition system using quantum-based deep learning47
Using PSO and SA for optimizing the retardance in dextran-citrate coated ferrofluids47
A metaheuristic algorithm based on a radial basis function neural networks47
From depth-aware haze generation to real-world haze removal46
Quantifying the effect of feedback frequency in interactive reinforcement learning for robotic tasks46
SBIR-BYOL: a self-supervised sketch-based image retrieval model46
Regularization of deep neural network using a multisample memory model46
Conditioned fully convolutional denoising autoencoder for multi-target NILM46
A voice activity detection algorithm using deep learning in time–frequency domain45
Plantformer: plant point cloud completion based on local–global feature aggregation and spatial context-aware transformer45
Unsupervised fabric defect detection with local spectra refinement (LSR)45
Robust amplitude-limited interval type-3 neuro-fuzzy controller for robot manipulators with prescribed performance by output feedback45
Deep learning approaches and data augmentation for melanoma detection44
Heterogeneous face quality assessment44
Stacked semi-supervised autoencoder-regularized RVFLNs for reliable prediction of molten iron quality in blast furnace44
Automatic generation of Labanotation based on human pose estimation in folk dance videos44
Combining artificial neural networks and hematological data to diagnose Covid-19 infection in Brazilian population44
Generalization potential of large language models43
Fuzzy min–max neural networks: a bibliometric and social network analysis43
Device-free cross location activity recognition via semi-supervised deep learning43
A deep learning approach to classify country and value of modern coins43
A comprehensive systematic review of machine learning in the retail industry: classifications, limitations, opportunities, and challenges42
PreSA: an intelligent blockchain-based platform for monitoring and predicting water quality for smart aquaculture42
A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network42
Retraction Note: Decision-level fusion scheme for nasopharyngeal carcinoma identification using machine learning techniques42
Multi-scale discriminant representation for generic palmprint recognition42
Fuzzy rough digraph based on strength of connectedness with application42
Deep neural networks for quantum circuit mapping42
A Kaizen Programming algorithm for multi-output regression based on a heterogeneous island model42
Spatially aligned sketch-based fine-grained 3D shape retrieval41
Mutual purification for unsupervised domain adaptation in person re-identification41
A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer41
Shape completion with azimuthal rotations using spherical gidding-based invariant and equivariant network41
Robust large-scale online kernel learning41
Semi-supervised Kernel Fisher discriminant analysis based on exponential-adjusted geometric distance41
Subspace embedding for classification41
Exploring adversarial examples and adversarial robustness of convolutional neural networks by mutual information41
Jointly learning distribution and expectation in a unified framework for facial age and attractiveness estimation41
Federated and transfer learning for cancer detection based on image analysis41
EduNER: a Chinese named entity recognition dataset for education research41
BIO-CXRNET: a robust multimodal stacking machine learning technique for mortality risk prediction of COVID-19 patients using chest X-ray images and clinical data41
Cortex-inspired ensemble based network intrusion detection system40
Deep learning-based comprehensive review on pulmonary tuberculosis40
Self-adaptive differential evolution with Gaussian–Cauchy mutation for large-scale CHP economic dispatch problem40
Ontology construction and mapping of multi-source heterogeneous data based on hybrid neural network and autoencoder40
Segmentation of ultrasound image sequences by combing a novel deep siamese network with a deformable contour model40
Real-time polyp detection model using convolutional neural networks39
HFANet: hierarchical feature fusion attention network for classification of glomerular immunofluorescence images39
Neuro-evolutionary for time series forecasting and its application in hourly energy consumption prediction39
Cost-aware real-time job scheduling for hybrid cloud using deep reinforcement learning39
Impact of datasets on the effectiveness of MobileNet for beans leaf disease detection39
A new CNN-based watermarking method for color medical images in a fusion domain39
Simulation of fractional order mathematical model of robots for detection of coronavirus using Levenberg–Marquardt backpropagation neural network39
Clustered design-model generation from a program source code using chaos-based metaheuristic algorithms39
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models39
Variational restricted Boltzmann machines to automated anomaly detection39
Softarisons: theory and practice38
Image captioning with residual swin transformer and Actor-Critic38
Deep Learning-based Image Analysis Method for Estimation of Macroscopic Spray Parameters38
Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms38
Vision-language navigation: a survey and taxonomy38
Dependency-enhanced graph convolutional networks for aspect-based sentiment analysis38
A Vision-based inventory method for stacked goods in stereoscopic warehouse38
A review of machine learning techniques for diagnosing Alzheimer’s disease using imaging modalities38
Multilevel thresholding segmentation of color plant disease images using metaheuristic optimization algorithms37
MADM and assessment of pilot health projects based on spherical fuzzy information37
FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance37
Determination of sample size and design of final product control plan based on product types37
Classification of apple images using support vector machines and deep residual networks37
Learning-based monarch butterfly optimization algorithm for solving numerical optimization problems37
Unsupervised anomaly detection for network traffic using artificial immune network37
An efficient lightweight algorithm for scheduling tasks onto dynamically reconfigurable hardware using graph-oriented simulated annealing37
Automatic and intelligent content visualization system based on deep learning and genetic algorithm36
A new content-aware image resizing based on Rényi entropy and deep learning36
Machine learning-based forecasts of residential property prices in Hangzhou City, Zhejiang Province, China36
Event-triggered observer-based T-S fuzzy dynamic positioning fault-tolerant control for unmanned surface vehicle36
Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis36
The binary crayfish optimization algorithm with bitwise operator and repair method for 0–1 knapsack problems: an improved model36
Edge AI-powered marine pollution classification with customized CNN model35
Joint multi-view character embedding model for named entity recognition of Chinese car reviews35
A novel coarse-grained knowledge graph embedding framework for platform risk identification from relational data35
GA-SRN: graph attention based text-image semantic reasoning network for fine-grained image classification and retrieval35
Region-based feature enhancement using channel-wise attention for classification of breast histopathological images35
Indoor positioning algorithm based on improved convolutional neural network35
Evaluating BERT-based language models for detecting misinformation35
Video saliency aware intelligent HD video compression with the improvement of visual quality and the reduction of coding complexity35
A novel result on H$$_{\infty }$$ performance state estimation for Markovian neural networks with time-varying transition rates35
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms35
Machine learning to predict gut microbiomes of agricultural pests35
Evaluating Parshall flume aeration with experimental observations and advance soft computing techniques35
Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture35
Testing for normality with neural networks35
Spatial deep feature augmentation technique for FER using genetic algorithm35
Hybrid recommendation algorithm of cross-border e-commerce items based on artificial intelligence and multiview collaborative fusion34
Overcoming language priors in VQA via adding visual module34
Artificial neural network-assisted theoretical model to predict the viscoelastic–plastic tensile behavior of polyamide-6 multi-ply yarns34
Machine learning-based CFD simulations: a review, models, open threats, and future tactics34
Automated methods for diagnosis of Parkinson’s disease and predicting severity level34
Recent advances in multi-objective grey wolf optimizer, its versions and applications34
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