Neural Computing & Applications

Article	Citations
Prairie Dog Optimization Algorithm	238
A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength	204
Coronavirus herd immunity optimizer (CHIO)	192
A CNN-BiLSTM-AM method for stock price prediction	188
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	186
Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm	164
A comprehensive survey of the Grasshopper optimization algorithm: results, variants, and applications	158
Machine learning and data analytics for the IoT	150
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	141
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	138
Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT-assisted complex environment	133
A review on COVID-19 forecasting models	126
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	125
An efficient optimization approach for designing machine learning models based on genetic algorithm	123
SESF-Fuse: an unsupervised deep model for multi-focus image fusion	123
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	121
Group search optimizer: a nature-inspired meta-heuristic optimization algorithm with its results, variants, and applications	121
Battle royale optimization algorithm	117
A novel meta-heuristic search algorithm for solving optimization problems: capuchin search algorithm	117
Efficient deep learning approach for augmented detection of Coronavirus disease	114
A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants	114
A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images	113
A transformer-based approach to irony and sarcasm detection	112
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	108
MLDroid—framework for Android malware detection using machine learning techniques	105

Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	104
Machine learning for landslides prevention: a survey	101
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	100
Application of RBF neural network optimal segmentation algorithm in credit rating	100
Deep learning-based facial emotion recognition for human–computer interaction applications	99
Improved YOLOv5 network for real-time multi-scale traffic sign detection	99
Harris hawks optimization: a comprehensive review of recent variants and applications	96
Deep learning techniques to classify agricultural crops through UAV imagery: a review	92
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	91
Arabic handwriting recognition system using convolutional neural network	90
Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information	89
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	89
Modified firefly algorithm for workflow scheduling in cloud-edge environment	88
Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms	88
Multimodal medical image fusion algorithm in the era of big data	87
Deep CNN models-based ensemble approach to driver drowsiness detection	87
An adaptive regeneration framework based on search space adjustment for differential evolution	84
Prediction of cement-based mortars compressive strength using machine learning techniques	83
An improved fire detection approach based on YOLO-v8 for smart cities	83
A model-based collaborate filtering algorithm based on stacked AutoEncoder	80
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	78
Deep neural network correlation learning mechanism for CT brain tumor detection	77
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption	76
Literature review: efficient deep neural networks techniques for medical image analysis	75
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	75
The monarch butterfly optimization algorithm for solving feature selection problems	75
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery	74
Groundwater level prediction using machine learning algorithms in a drought-prone area	73
Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically	72
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	72
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	71
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves	69
A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection	69
Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature	68
Convolutional neural network-based models for diagnosis of breast cancer	68
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	68
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem	68
Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete	68
Density-weighted support vector machines for binary class imbalance learning	67
ECNN: evaluating a cluster-neural network model for city innovation capability	67
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy	66
LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine	66
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	66
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	66
Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models	66
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	66
Identifying crop water stress using deep learning models	65
FER-net: facial expression recognition using deep neural net	65
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review	64
An optimization study based on Dijkstra algorithm for a network with trapezoidal picture fuzzy numbers	64

Domain knowledge graph-based research progress of knowledge representation	64
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms	64
Classification of olive leaf diseases using deep convolutional neural networks	64
Convolutional neural network with spatial pyramid pooling for hand gesture recognition	63
ARIMA models for predicting the end of COVID-19 pandemic and the risk of second rebound	63
Application on traffic flow prediction of machine learning in intelligent transportation	63
Group decision-making framework using complex Pythagorean fuzzy information	63
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint	62
Anomaly detection via blockchained deep learning smart contracts in industry 4.0	62
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification	61
A deeply coupled ConvNet for human activity recognition using dynamic and RGB images	61
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network	60
An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm	60
Air quality prediction using CT-LSTM	60
Deep reinforcement learning for drone navigation using sensor data	59
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study	59
LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings	59
High temporal resolution rainfall–runoff modeling using long-short-term-memory (LSTM) networks	57
Lung nodules detection using semantic segmentation and classification with optimal features	57
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3	57
“SPOCU”: scaled polynomial constant unit activation function	57
Early warning of enterprise finance risk of big data mining in internet of things based on fuzzy association rules	56
A CNN based framework for classification of Alzheimer’s disease	56
Deep learning for prediction of depressive symptoms in a large textual dataset	55
Innovative modeling techniques including MEP, ANN and FQ to forecast the compressive strength of geopolymer concrete modified with nanoparticles	55
Artificial Neural Networks and Deep Learning in the Visual Arts: a review	55
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results	54
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction	54
A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction	54
Machine learning applications for COVID-19 outbreak management	54
A review of artificial intelligence applied to path planning in UAV swarms	54
A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities	54
An intelligent optimization method of motion management system based on BP neural network	53
Social movie recommender system based on deep autoencoder network using Twitter data	53
Forecasting significant stock price changes using neural networks	53
Prediction of energy photovoltaic power generation based on artificial intelligence algorithm	53
An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model	53
Fine-tuned support vector regression model for stock predictions	52
Integrated intelligent computing paradigm for nonlinear multi-singular third-order Emden–Fowler equation	52
New exponential operation laws and operators for interval-valued q-rung orthopair fuzzy sets in group decision making process	51
A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment	51
Deep learning for procedural content generation	51
Multi-label fault diagnosis of rolling bearing based on meta-learning	50
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data	50
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm	50
Marine predators algorithm for optimal allocation of active and reactive power resources in distribution networks	49
EchoFakeD: improving fake news detection in social media with an efficient deep neural network	49
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification	49
A deep LSTM network for the Spanish electricity consumption forecasting	48
Deep learning application in smart cities: recent development, taxonomy, challenges and research prospects	48
Improved seagull optimization algorithm using Lévy flight and mutation operator for feature selection	48
A new Arabic handwritten character recognition deep learning system (AHCR-DLS)	47
Predicting image credibility in fake news over social media using multi-modal approach	47
Interval-valued fermatean fuzzy sets with multi-criteria weighted aggregated sum product assessment-based decision analysis framework	47
A stacked ensemble learning model for intrusion detection in wireless network	47
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4	47
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection	47
Metaheuristic optimization of Levenberg–Marquardt-based artificial neural network using particle swarm optimization for prediction of foamed concrete compressive strength	47
A hybrid genetic algorithm for scientific workflow scheduling in cloud environment	46
A new standardisation and selection framework for real-time image dehazing algorithms from multi-foggy scenes based on fuzzy Delphi and hybrid multi-criteria decision analysis methods	46
Enhanced Harris hawks optimization with genetic operators for selection chemical descriptors and compounds activities	46
Parallel spatio-temporal attention-based TCN for multivariate time series prediction	46
Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement	46
Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing	45
Enhanced lung image segmentation using deep learning	45
A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting	45
A novel validation framework to enhance deep learning models in time-series forecasting	45
From artificial neural networks to deep learning for music generation: history, concepts and trends	45
Design of stochastic numerical solver for the solution of singular three-point second-order boundary value problems	45
R-CNN and wavelet feature extraction for hand gesture recognition with EMG signals	44
A joint model for entity and relation extraction based on BERT	44
Dilated causal convolution with multi-head self attention for sensor human activity recognition	44
A novel explainable machine learning approach for EEG-based brain-computer interface systems	43
Execution examination of chaotic S-box dependent on improved PSO algorithm	43
Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation	43
A data-driven approach based on deep neural networks for lithium-ion battery prognostics	43
Long-term time-series pollution forecast using statistical and deep learning methods	43
Multiclass feature selection with metaheuristic optimization algorithms: a review	43
Adaptive grey wolf optimizer	43
Perception consistency ultrasound image super-resolution via self-supervised CycleGAN	43

Suicidal ideation and mental disorder detection with attentive relation networks	43
Attention mechanism in neural networks: where it comes and where it goes	43
CGA: a new feature selection model for visual human action recognition	42
Multichannel one-dimensional convolutional neural network-based feature learning for fault diagnosis of industrial processes	42
Research on financial assets transaction prediction model based on LSTM neural network	42
A hybrid DNN–LSTM model for detecting phishing URLs	42
Transport infrastructure connectivity and conflict resolution: a machine learning analysis	42
An optimal segmentation with deep learning based inception network model for intracranial hemorrhage diagnosis	42
VGGCOV19-NET: automatic detection of COVID-19 cases from X-ray images using modified VGG19 CNN architecture and YOLO algorithm	42
A hybrid sperm swarm optimization and gravitational search algorithm (HSSOGSA) for global optimization	41
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment	41
A comprehensive review on water cycle algorithm and its applications	41
Investigation of multiple heterogeneous relationships using a q-rung orthopair fuzzy multi-criteria decision algorithm	41
Scale-aware feature pyramid architecture for marine object detection	41
One-class graph neural networks for anomaly detection in attributed networks	41
Brain stroke lesion segmentation using consistent perception generative adversarial network	41
On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves	40
Supportive emergency decision-making model towards sustainable development with fuzzy expert system	40
Viscous dissipation and MHD hybrid nanofluid flow towards an exponentially stretching/shrinking surface	40
Find optimal capacity and location of distributed generation units in radial distribution networks by using enhanced coyote optimization algorithm	40
Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network	40
A real-time and high-precision method for small traffic-signs recognition	40
Colour image encryption based on customized neural network and DNA encoding	40
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	40
Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview	40
Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network	40
A hybrid artificial bee colony with whale optimization algorithm for improved breast cancer diagnosis	40
DeTrAs: deep learning-based healthcare framework for IoT-based assistance of Alzheimer patients	39
Human–robot skill transmission for mobile robot via learning by demonstration	39
A precise and stable machine learning algorithm: eigenvalue classification (EigenClass)	39
Unconfined compressive strength (UCS) prediction in real-time while drilling using artificial intelligence tools	39
A novel feature selection framework based on grey wolf optimizer for mammogram image analysis	39
An ensemble method to improve prediction of earthquake-induced soil liquefaction: a multi-dataset study	39
Some new hybrid hesitant fuzzy weighted aggregation operators based on Archimedean and Dombi operations for multi-attribute decision making	39
On defending against label flipping attacks on malware detection systems	39
Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithm	39
Generalization techniques of neural networks for fluid flow estimation	38
A new outranking method for multicriteria decision making with complex Pythagorean fuzzy information	38
An entropy-based initialization method of K-means clustering on the optimal number of clusters	38
Machine learning ensemble with image processing for pest identification and classification in field crops	38
Applying artificial neural networks for modelling ship speed and fuel consumption	38
Enhanced coyote optimizer-based cascaded load frequency controllers in multi-area power systems with renewable	38
Brain tumor classification in magnetic resonance image using hard swish-based RELU activation function-convolutional neural network	38
GANFuse: a novel multi-exposure image fusion method based on generative adversarial networks	38
Flood disaster risk assessment based on random forest algorithm	38
Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems	38
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image	38
Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach	37
Intelligent fusion-assisted skin lesion localization and classification for smart healthcare	37
Synthetic Data generation using DCGAN for improved traffic sign recognition	37
A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting	37
Forecasting of solar radiation using different machine learning approaches	37
A survey on deep learning applied to medical images: from simple artificial neural networks to generative models	37
High-performance intrusion detection system for networked UAVs via deep learning	37
Pattern recognition techniques for classifying aeroballistic flying vehicle paths	37
Memristive self-learning logic circuit with application to encoder and decoder	37
EnsembleNet: a hybrid approach for vehicle detection and estimation of traffic density based on faster R-CNN and YOLO models	37
A new deep belief network-based multi-task learning for diagnosis of Alzheimer’s disease	37
An intelligent feature selection approach based on moth flame optimization for medical diagnosis	37
Multi-objective migrating bird optimization algorithm for cost-oriented assembly line balancing problem with collaborative robots	37
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays	36
Recurrent neural network model for high-speed train vibration prediction from time series	36
Optimal path planning for drones based on swarm intelligence algorithm	36
Parameter estimation of PEMFC model based on Harris Hawks’ optimization and atom search optimization algorithms	36
Advances in machine translation for sign language: approaches, limitations, and challenges	36
An integrated interval type 2 fuzzy AHP and COPRAS-G methodologies for supplier selection in the era of Industry 4.0	36
Nonlinear models based on enhanced Kriging interpolation for prediction of rock joint shear strength	36
Genetic algorithm with logistic regression feature selection for Alzheimer’s disease classification	36
A multilevel thresholding algorithm using LebTLBO for image segmentation	35
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm	35
Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects	35
The correlation between green finance and carbon emissions based on improved neural network	35
An improved lasso regression model for evaluating the efficiency of intervention actions in a system reliability analysis	35
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines	35
A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments	35
Chaos synchronization using adaptive quantum neural networks and its application in secure communication and cryptography	35
Protection of image ROI using chaos-based encryption and DCNN-based object detection	35
Mango leaf disease identification and classification using a CNN architecture optimized by crossover-based levy flight distribution algorithm	35
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	35
Prediction of rockburst hazard based on particle swarm algorithm and neural network	35
The multi-fuzzy N-soft set and its applications to decision-making	34
A novel hybrid multi-verse optimizer with K-means for text documents clustering	34
Comparison of extreme learning machine and deep learning model in the estimation of the fresh properties of hybrid fiber-reinforced SCC	34
A review of machine learning-based human activity recognition for diverse applications	34
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	34
Applying BERT to analyze investor sentiment in stock market	34
A soft computing-based study on WEDM optimization in processing Inconel 625	33
Futures price prediction of agricultural products based on machine learning	33
Road safety assessment and risks prioritization using an integrated SWARA and MARCOS approach under spherical fuzzy environment	33
A deep Q-learning portfolio management framework for the cryptocurrency market	33
Boosting algorithms in energy research: a systematic review	33
Real-time polyp detection model using convolutional neural networks	33
Optimal siting and sizing of distributed generation in radial distribution system using a novel student psychology-based optimization algorithm	33
An intelligent heart disease prediction system based on swarm-artificial neural network	33
Detection of COVID-19 from CT scan images: A spiking neural network-based approach	33