Neural Computing & Applications

Article	Citations
Prairie Dog Optimization Algorithm	318
A CNN-BiLSTM-AM method for stock price prediction	250
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	226
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	195
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	191
An improved fire detection approach based on YOLO-v8 for smart cities	188
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	161
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	154
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	153
Improved YOLOv5 network for real-time multi-scale traffic sign detection	150
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	147
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	133
Prediction of cement-based mortars compressive strength using machine learning techniques	130
Deep learning-based facial emotion recognition for human–computer interaction applications	128
A review on COVID-19 forecasting models	127
Innovative modeling techniques including MEP, ANN and FQ to forecast the compressive strength of geopolymer concrete modified with nanoparticles	126
Deep learning techniques to classify agricultural crops through UAV imagery: a review	123
Machine learning for landslides prevention: a survey	117
Efficient deep learning approach for augmented detection of Coronavirus disease	116
Harris hawks optimization: a comprehensive review of recent variants and applications	115
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	103
Literature review: efficient deep neural networks techniques for medical image analysis	101
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	100
Modified firefly algorithm for workflow scheduling in cloud-edge environment	99
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy	97

Deep neural network correlation learning mechanism for CT brain tumor detection	93
Groundwater level prediction using machine learning algorithms in a drought-prone area	92
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms	91
An adaptive regeneration framework based on search space adjustment for differential evolution	90
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	90
A model-based collaborate filtering algorithm based on stacked AutoEncoder	89
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	88
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint	88
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves	84
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption	84
Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete	83
Parallel spatio-temporal attention-based TCN for multivariate time series prediction	79
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review	79
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	78
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	77
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	76
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study	75
A review of artificial intelligence applied to path planning in UAV swarms	75
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem	75
Attention mechanism in neural networks: where it comes and where it goes	74
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	74
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification	73
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results	72
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	72
A modified Adam algorithm for deep neural network optimization	70
Deep learning for prediction of depressive symptoms in a large textual dataset	69
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network	69
FER-net: facial expression recognition using deep neural net	69
Transport infrastructure connectivity and conflict resolution: a machine learning analysis	68
An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm	68
A CNN based framework for classification of Alzheimer’s disease	67
Air quality prediction using CT-LSTM	67
Multiclass feature selection with metaheuristic optimization algorithms: a review	67
ECNN: evaluating a cluster-neural network model for city innovation capability	67
Artificial Neural Networks and Deep Learning in the Visual Arts: a review	66
An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model	66
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm	66
Adaptive grey wolf optimizer	63
Machine learning applications for COVID-19 outbreak management	63
Fine-tuned support vector regression model for stock predictions	63
A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities	63
Early warning of enterprise finance risk of big data mining in internet of things based on fuzzy association rules	62
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3	61
Data Augmentation techniques in time series domain: a survey and taxonomy	61
On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves	60
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4	60
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	60
Improved seagull optimization algorithm using Lévy flight and mutation operator for feature selection	59
Interval-valued fermatean fuzzy sets with multi-criteria weighted aggregated sum product assessment-based decision analysis framework	59
A survey on deep learning applied to medical images: from simple artificial neural networks to generative models	59

Chernobyl disaster optimizer (CDO): a novel meta-heuristic method for global optimization	59
Predicting image credibility in fake news over social media using multi-modal approach	59
Optimal path planning for drones based on swarm intelligence algorithm	58
EnsembleNet: a hybrid approach for vehicle detection and estimation of traffic density based on faster R-CNN and YOLO models	58
EchoFakeD: improving fake news detection in social media with an efficient deep neural network	58
Long-term time-series pollution forecast using statistical and deep learning methods	56
Metaheuristic optimization of Levenberg–Marquardt-based artificial neural network using particle swarm optimization for prediction of foamed concrete compressive strength	56
Artificial neural network (ANN), M5P-tree, and regression analyses to predict the early age compression strength of concrete modified with DBC-21 and VK-98 polymers	56
Marine predators algorithm for optimal allocation of active and reactive power resources in distribution networks	56
New exponential operation laws and operators for interval-valued q-rung orthopair fuzzy sets in group decision making process	56
A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment	56
A deep LSTM network for the Spanish electricity consumption forecasting	55
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection	55
Dilated causal convolution with multi-head self attention for sensor human activity recognition	55
Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing	55
Enhanced lung image segmentation using deep learning	54
A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting	54
VGGCOV19-NET: automatic detection of COVID-19 cases from X-ray images using modified VGG19 CNN architecture and YOLO algorithm	54
Brain stroke lesion segmentation using consistent perception generative adversarial network	53
Forecasting of solar radiation using different machine learning approaches	53
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm	52
One-class graph neural networks for anomaly detection in attributed networks	52
Suicidal ideation and mental disorder detection with attentive relation networks	52
Unconfined compressive strength (UCS) prediction in real-time while drilling using artificial intelligence tools	51
A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments	51
Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network	50
Enhanced Harris hawks optimization with genetic operators for selection chemical descriptors and compounds activities	50
An intelligent heart disease prediction system based on swarm-artificial neural network	50
High-performance intrusion detection system for networked UAVs via deep learning	50
Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems	50
A joint model for entity and relation extraction based on BERT	50
Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network	49
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays	49
Advances in machine translation for sign language: approaches, limitations, and challenges	49
A real-time and high-precision method for small traffic-signs recognition	49
D-former: a U-shaped Dilated Transformer for 3D medical image segmentation	48
Synthetic Data generation using DCGAN for improved traffic sign recognition	48
Toward human activity recognition: a survey	48
A novel explainable machine learning approach for EEG-based brain-computer interface systems	48
A review of machine learning-based human activity recognition for diverse applications	48
An optimal segmentation with deep learning based inception network model for intracranial hemorrhage diagnosis	47
A hybrid artificial bee colony with whale optimization algorithm for improved breast cancer diagnosis	47
Machine learning ensemble with image processing for pest identification and classification in field crops	47
MOAVOA: a new multi-objective artificial vultures optimization algorithm	46
Residential housing price index forecasting via neural networks	46
A hybrid sperm swarm optimization and gravitational search algorithm (HSSOGSA) for global optimization	46
Viscous dissipation and MHD hybrid nanofluid flow towards an exponentially stretching/shrinking surface	46
A data-driven approach based on deep neural networks for lithium-ion battery prognostics	46
Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer	46
A hybrid DNN–LSTM model for detecting phishing URLs	46
An adaptive backpropagation algorithm for long-term electricity load forecasting	45
Supportive emergency decision-making model towards sustainable development with fuzzy expert system	45
Colour image encryption based on customized neural network and DNA encoding	45
The correlation between green finance and carbon emissions based on improved neural network	45
Perception consistency ultrasound image super-resolution via self-supervised CycleGAN	45
A novel feature selection framework based on grey wolf optimizer for mammogram image analysis	45
Flood disaster risk assessment based on random forest algorithm	45
A new deep belief network-based multi-task learning for diagnosis of Alzheimer’s disease	45
Deep learning: systematic review, models, challenges, and research directions	45
An automatic heart disease prediction using cluster-based bi-directional LSTM (C-BiLSTM) algorithm	44
Internet of things-enabled real-time health monitoring system using deep learning	44
Intelligent fusion-assisted skin lesion localization and classification for smart healthcare	44
Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithm	44
Comparison of extreme learning machine and deep learning model in the estimation of the fresh properties of hybrid fiber-reinforced SCC	44
Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation	44
An investigation of feature selection methods for soil liquefaction prediction based on tree-based ensemble algorithms using AdaBoost, gradient boosting, and XGBoost	44
GANFuse: a novel multi-exposure image fusion method based on generative adversarial networks	44
Human–robot skill transmission for mobile robot via learning by demonstration	44
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image	43
Mango leaf disease identification and classification using a CNN architecture optimized by crossover-based levy flight distribution algorithm	43
COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle	43
Deep learning and Internet of Things for tourist attraction recommendations in smart cities	43
Enhanced coyote optimizer-based cascaded load frequency controllers in multi-area power systems with renewable	43
Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time	43
Tuberculosis detection in chest radiograph using convolutional neural network architecture and explainable artificial intelligence	43
A new outranking method for multicriteria decision making with complex Pythagorean fuzzy information	43
Machine learning-driven credit risk: a systemic review	43
Generalization techniques of neural networks for fluid flow estimation	42
Road safety assessment and risks prioritization using an integrated SWARA and MARCOS approach under spherical fuzzy environment	42
A convolutional neural network based approach to financial time series prediction	42

Brain tumor classification in magnetic resonance image using hard swish-based RELU activation function-convolutional neural network	42
Some new hybrid hesitant fuzzy weighted aggregation operators based on Archimedean and Dombi operations for multi-attribute decision making	41
Optimal siting and sizing of distributed generation in radial distribution system using a novel student psychology-based optimization algorithm	41
An entropy-based initialization method of K-means clustering on the optimal number of clusters	41
The multi-fuzzy N-soft set and its applications to decision-making	41
Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview	41
SwitchTree: in-network computing and traffic analyses with Random Forests	41
Chaos synchronization using adaptive quantum neural networks and its application in secure communication and cryptography	41
Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach	41
Enhanced balancing GAN: minority-class image generation	41
An automatic fire detection system based on deep convolutional neural networks for low-power, resource-constrained devices	40
Adapted-RRT: novel hybrid method to solve three-dimensional path planning problem using sampling and metaheuristic-based algorithms	40
Recurrent neural network model for high-speed train vibration prediction from time series	40
Multi-objective migrating bird optimization algorithm for cost-oriented assembly line balancing problem with collaborative robots	40
A multidisciplinary ensemble algorithm for clustering heterogeneous datasets	40
A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting	40
R2U++: a multiscale recurrent residual U-Net with dense skip connections for medical image segmentation	40
Streamflow modelling and forecasting for Canadian watersheds using LSTM networks with attention mechanism	40
A novel approach for APT attack detection based on combined deep learning model	39
Genetic algorithm with logistic regression feature selection for Alzheimer’s disease classification	39
A deep learning approach using graph convolutional networks for slope deformation prediction based on time-series displacement data	39
Challenges and opportunities of deep learning-based process fault detection and diagnosis: a review	39
DeepVisDroid: android malware detection by hybridizing image-based features with deep learning techniques	39
Protection of image ROI using chaos-based encryption and DCNN-based object detection	39
A soft computing-based study on WEDM optimization in processing Inconel 625	39
A novel hybrid deep learning method with cuckoo search algorithm for classification of arrhythmia disease using ECG signals	38
An intelligent feature selection approach based on moth flame optimization for medical diagnosis	38
An improved lasso regression model for evaluating the efficiency of intervention actions in a system reliability analysis	38
An improved binary sparrow search algorithm for feature selection in data classification	38
Observer-based adaptive finite-time prescribed performance NN control for nonstrict-feedback nonlinear systems	38
A novel permission-based Android malware detection system using feature selection based on linear regression	38
Deep convolutional neural networks for computer-aided breast cancer diagnostic: a survey	38
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction	38
Transfer learning based robust automatic detection system for diabetic retinopathy grading	37
Intelligent fake reviews detection based on aspect extraction and analysis using deep learning	37
Multivariable models including artificial neural network and M5P-tree to forecast the stress at the failure of alkali-activated concrete at ambient curing condition and various mixture proportions	37
An integrated interval type 2 fuzzy AHP and COPRAS-G methodologies for supplier selection in the era of Industry 4.0	37
Real-time multiple object tracking using deep learning methods	37
Leaf species and disease classification using multiscale parallel deep CNN architecture	37
Pattern recognition techniques for classifying aeroballistic flying vehicle paths	37
UrduDeepNet: offline handwritten Urdu character recognition using deep neural network	37
Large scale salp-based grey wolf optimization for feature selection and global optimization	37
Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects	37
CDNet: a real-time and robust crosswalk detection network on Jetson nano based on YOLOv5	36
Human activity recognition from sensor data using spatial attention-aided CNN with genetic algorithm	36
Boosting algorithms in energy research: a systematic review	36
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity	36
Convolutional neural network based tea leaf disease prediction system on smart phone using paas cloud	36
Tangent search algorithm for solving optimization problems	36
Deep convolutional neural network for diabetes mellitus prediction	36
Real-time polyp detection model using convolutional neural networks	36
On the modeling of the annual corrosion rate in main cables of suspension bridges using combined soft computing model and a novel nature-inspired algorithm	36
Prediction of rockburst hazard based on particle swarm algorithm and neural network	36
A novel context-aware feature extraction method for convolutional neural network-based intrusion detection systems	36
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines	36
Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques	35
Detection of COVID-19 from CT scan images: A spiking neural network-based approach	35
Deep learning-based approaches for robust classification of cervical cancer	35
Fuzzy deep learning-based crop yield prediction model for sustainable agronomical frameworks	35
Toward deep MRI segmentation for Alzheimer’s disease detection	35
Deep long short-term memory based model for agricultural price forecasting	35
CFIDNet: cascaded feature interaction decoder for RGB-D salient object detection	35
Corrosion and coating defect assessment of coal handling and preparation plants (CHPP) using an ensemble of deep convolutional neural networks and decision-level data fusion	35
Predicting cardiovascular events with deep learning approach in the context of the internet of things	35
LAANet: lightweight attention-guided asymmetric network for real-time semantic segmentation	34
3D residual spatial–spectral convolution network for hyperspectral remote sensing image classification	34
Utilizing deep learning models in CSI-based human activity recognition	34
An efficient equilibrium optimizer with support vector regression for stock market prediction	34
A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods	34
Marine predators algorithm for parameters estimation of photovoltaic modules considering various weather conditions	34
Efficient PM2.5 forecasting using geographical correlation based on integrated deep learning algorithms	34
Arabic fake news detection based on deep contextualized embedding models	33
DGM: a data generative model to improve minority class presence in anomaly detection domain	33
An improved medical image synthesis approach based on marine predators algorithm and maximum Gabor energy	33
Recent progress in leveraging deep learning methods for question answering	33
A multi-objective Monarch Butterfly Algorithm for virtual machine placement in cloud computing	33
Adaptive neural network control for maglev vehicle systems with time-varying mass and external disturbance	33
Deep learning models for forecasting aviation demand time series	33
Memristor-based affective associative memory neural network circuit with emotional gradual processes	33
Selective chaotic maps Tiki-Taka algorithm for the S-box generation and optimization	33
Synchronization analysis for discrete fractional-order complex-valued neural networks with time delays	33
Data-driven estimation models of asphalt mixtures dynamic modulus using ANN, GP and combinatorial GMDH approaches	33
Automatic identification of the number of clusters in hierarchical clustering	33
Improved prediction of software defects using ensemble machine learning techniques	32
TBM performance prediction developing a hybrid ANFIS-PNN predictive model optimized by imperialism competitive algorithm	32
Hybrid soft computational approaches for modeling the maximum ultimate bond strength between the corroded steel reinforcement and surrounding concrete	32
Deep forest regression based on cross-layer full connection	32
Automated ECG multi-class classification system based on combining deep learning features with HRV and ECG measures	32
Robust thermal infrared tracking via an adaptively multi-feature fusion model	32
A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network	32
Improving security of the Internet of Things via RF fingerprinting based device identification system	32
Neural-assisted image-dependent encryption scheme for medical image cloud storage	32
Optimizing epileptic seizure recognition performance with feature scaling and dropout layers	32
Artificial intelligence-assisted blockchain-based framework for smart and secure EMR management	32
An adaptive neuro-fuzzy and NSGA-II-based hybrid approach for modelling and multi-objective optimization of WEDM quality characteristics during machining titanium alloy	32