Neural Computing & Applications

Article	Citations
A CNN–LSTM model for gold price time-series forecasting	381
Prairie Dog Optimization Algorithm	215
A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength	192
Coronavirus herd immunity optimizer (CHIO)	185
A CNN-BiLSTM-AM method for stock price prediction	178
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	177
Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm	163
A comprehensive survey of the Grasshopper optimization algorithm: results, variants, and applications	154
Machine learning and data analytics for the IoT	142
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	138
Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT-assisted complex environment	131
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	130
Group search optimizer: a nature-inspired meta-heuristic optimization algorithm with its results, variants, and applications	119
A review on COVID-19 forecasting models	119
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	118
An efficient optimization approach for designing machine learning models based on genetic algorithm	118
A novel meta-heuristic search algorithm for solving optimization problems: capuchin search algorithm	114
SESF-Fuse: an unsupervised deep model for multi-focus image fusion	113
Efficient deep learning approach for augmented detection of Coronavirus disease	113
A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images	111
A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants	110
Battle royale optimization algorithm	107
A transformer-based approach to irony and sarcasm detection	106
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	103
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	101

MLDroid—framework for Android malware detection using machine learning techniques	100
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	99
Machine learning for landslides prevention: a survey	98
Improved YOLOv5 network for real-time multi-scale traffic sign detection	92
Harris hawks optimization: a comprehensive review of recent variants and applications	92
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	91
Automatic lung cancer detection from CT image using improved deep neural network and ensemble classifier	91
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	91
Deep learning-based facial emotion recognition for human–computer interaction applications	89
Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information	89
Application of RBF neural network optimal segmentation algorithm in credit rating	87
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	87
Deep learning techniques to classify agricultural crops through UAV imagery: a review	86
Arabic handwriting recognition system using convolutional neural network	85
Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms	85
Modified firefly algorithm for workflow scheduling in cloud-edge environment	85
Multimodal medical image fusion algorithm in the era of big data	85
Deep CNN models-based ensemble approach to driver drowsiness detection	84
An adaptive regeneration framework based on search space adjustment for differential evolution	83
A model-based collaborate filtering algorithm based on stacked AutoEncoder	80
Prediction of cement-based mortars compressive strength using machine learning techniques	77
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption	75
Deep neural network correlation learning mechanism for CT brain tumor detection	74
The monarch butterfly optimization algorithm for solving feature selection problems	74
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	74
Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically	72
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	71
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery	71
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	70
Literature review: efficient deep neural networks techniques for medical image analysis	69
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	68
ECNN: evaluating a cluster-neural network model for city innovation capability	67
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves	67
Groundwater level prediction using machine learning algorithms in a drought-prone area	67
Convolutional neural network-based models for diagnosis of breast cancer	67
Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature	66
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	66
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	65
LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine	65
Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models	64
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	64
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	64
An optimization study based on Dijkstra algorithm for a network with trapezoidal picture fuzzy numbers	64
Density-weighted support vector machines for binary class imbalance learning	64
A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection	64
FER-net: facial expression recognition using deep neural net	63
Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete	63
ARIMA models for predicting the end of COVID-19 pandemic and the risk of second rebound	63
Group decision-making framework using complex Pythagorean fuzzy information	63
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy	62

S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem	61
Application on traffic flow prediction of machine learning in intelligent transportation	61
Classification of olive leaf diseases using deep convolutional neural networks	61
Convolutional neural network with spatial pyramid pooling for hand gesture recognition	61
An improved fire detection approach based on YOLO-v8 for smart cities	60
Anomaly detection via blockchained deep learning smart contracts in industry 4.0	60
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review	60
A deeply coupled ConvNet for human activity recognition using dynamic and RGB images	60
Domain knowledge graph-based research progress of knowledge representation	59
Air quality prediction using CT-LSTM	59
Identifying crop water stress using deep learning models	59
LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings	58
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network	58
“SPOCU”: scaled polynomial constant unit activation function	57
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms	57
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification	56
Early warning of enterprise finance risk of big data mining in internet of things based on fuzzy association rules	56
An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm	56
High temporal resolution rainfall–runoff modeling using long-short-term-memory (LSTM) networks	56
Deep reinforcement learning for drone navigation using sensor data	56
Lung nodules detection using semantic segmentation and classification with optimal features	55
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3	55
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint	53
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study	53
An intelligent optimization method of motion management system based on BP neural network	53
A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction	53
Social movie recommender system based on deep autoencoder network using Twitter data	52
Integrated intelligent computing paradigm for nonlinear multi-singular third-order Emden–Fowler equation	52
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction	52
Prediction of energy photovoltaic power generation based on artificial intelligence algorithm	51
Forecasting significant stock price changes using neural networks	51
A CNN based framework for classification of Alzheimer’s disease	51
Machine learning applications for COVID-19 outbreak management	51
New exponential operation laws and operators for interval-valued q-rung orthopair fuzzy sets in group decision making process	51
Deep learning for prediction of depressive symptoms in a large textual dataset	51
A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities	51
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results	50
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data	50
Artificial Neural Networks and Deep Learning in the Visual Arts: a review	50
An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model	50
A review of artificial intelligence applied to path planning in UAV swarms	50
Fine-tuned support vector regression model for stock predictions	49
A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment	48
Deep learning for procedural content generation	48
Deep learning application in smart cities: recent development, taxonomy, challenges and research prospects	48
Innovative modeling techniques including MEP, ANN and FQ to forecast the compressive strength of geopolymer concrete modified with nanoparticles	48
Multi-label fault diagnosis of rolling bearing based on meta-learning	47
Improved seagull optimization algorithm using Lévy flight and mutation operator for feature selection	47
Marine predators algorithm for optimal allocation of active and reactive power resources in distribution networks	47
A stacked ensemble learning model for intrusion detection in wireless network	46
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4	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
Short-term traffic flow prediction based on improved wavelet neural network	46
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification	46
Enhanced Harris hawks optimization with genetic operators for selection chemical descriptors and compounds activities	46
Design of stochastic numerical solver for the solution of singular three-point second-order boundary value problems	45
Interval-valued fermatean fuzzy sets with multi-criteria weighted aggregated sum product assessment-based decision analysis framework	45
EchoFakeD: improving fake news detection in social media with an efficient deep neural network	45
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm	45
Predicting image credibility in fake news over social media using multi-modal approach	45
A new Arabic handwritten character recognition deep learning system (AHCR-DLS)	45
A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting	44
A hybrid genetic algorithm for scientific workflow scheduling in cloud environment	44
Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing	44
Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement	44
From artificial neural networks to deep learning for music generation: history, concepts and trends	44
R-CNN and wavelet feature extraction for hand gesture recognition with EMG signals	44
Dilated causal convolution with multi-head self attention for sensor human activity recognition	43
Time series prediction using deep echo state networks	43
Metaheuristic optimization of Levenberg–Marquardt-based artificial neural network using particle swarm optimization for prediction of foamed concrete compressive strength	43
A deep LSTM network for the Spanish electricity consumption forecasting	43
A novel explainable machine learning approach for EEG-based brain-computer interface systems	43
Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation	43
Enhanced lung image segmentation using deep learning	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
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection	42
An optimal segmentation with deep learning based inception network model for intracranial hemorrhage diagnosis	42
A hybrid DNN–LSTM model for detecting phishing URLs	42
Research on financial assets transaction prediction model based on LSTM neural network	42

A novel validation framework to enhance deep learning models in time-series forecasting	42
Investigation of multiple heterogeneous relationships using a q-rung orthopair fuzzy multi-criteria decision algorithm	41
Network representation learning: a systematic literature review	41
A data-driven approach based on deep neural networks for lithium-ion battery prognostics	41
Perception consistency ultrasound image super-resolution via self-supervised CycleGAN	41
Parallel spatio-temporal attention-based TCN for multivariate time series prediction	41
A joint model for entity and relation extraction based on BERT	41
Execution examination of chaotic S-box dependent on improved PSO algorithm	41
VGGCOV19-NET: automatic detection of COVID-19 cases from X-ray images using modified VGG19 CNN architecture and YOLO algorithm	41
Long-term time-series pollution forecast using statistical and deep learning methods	40
Adaptive grey wolf optimizer	40
A hybrid sperm swarm optimization and gravitational search algorithm (HSSOGSA) for global optimization	40
Multiclass feature selection with metaheuristic optimization algorithms: a review	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
Attention mechanism in neural networks: where it comes and where it goes	40
Some new hybrid hesitant fuzzy weighted aggregation operators based on Archimedean and Dombi operations for multi-attribute decision making	39
One-class graph neural networks for anomaly detection in attributed networks	39
Suicidal ideation and mental disorder detection with attentive relation networks	39
Supportive emergency decision-making model towards sustainable development with fuzzy expert system	39
A comprehensive review on water cycle algorithm and its applications	38
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment	38
Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network	38
A hybrid artificial bee colony with whale optimization algorithm for improved breast cancer diagnosis	38
Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithm	38
Scale-aware feature pyramid architecture for marine object detection	38
Unconfined compressive strength (UCS) prediction in real-time while drilling using artificial intelligence tools	38
Applying artificial neural networks for modelling ship speed and fuel consumption	38
An entropy-based initialization method of K-means clustering on the optimal number of clusters	38
Human–robot skill transmission for mobile robot via learning by demonstration	38
Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network	38
A new outranking method for multicriteria decision making with complex Pythagorean fuzzy information	38
Machine learning ensemble with image processing for pest identification and classification in field crops	37
Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview	37
Enhanced coyote optimizer-based cascaded load frequency controllers in multi-area power systems with renewable	37
Viscous dissipation and MHD hybrid nanofluid flow towards an exponentially stretching/shrinking surface	37
A precise and stable machine learning algorithm: eigenvalue classification (EigenClass)	37
Find optimal capacity and location of distributed generation units in radial distribution networks by using enhanced coyote optimization algorithm	37
Brain stroke lesion segmentation using consistent perception generative adversarial network	37
On defending against label flipping attacks on malware detection systems	37
Colour image encryption based on customized neural network and DNA encoding	37
Pattern recognition techniques for classifying aeroballistic flying vehicle paths	37
Flood disaster risk assessment based on random forest algorithm	37
A real-time and high-precision method for small traffic-signs recognition	37
A novel feature selection framework based on grey wolf optimizer for mammogram image analysis	37
An intelligent feature selection approach based on moth flame optimization for medical diagnosis	37
An ensemble method to improve prediction of earthquake-induced soil liquefaction: a multi-dataset study	36
An integrated interval type 2 fuzzy AHP and COPRAS-G methodologies for supplier selection in the era of Industry 4.0	36
Intelligent fusion-assisted skin lesion localization and classification for smart healthcare	36
Multi-objective migrating bird optimization algorithm for cost-oriented assembly line balancing problem with collaborative robots	36
Generalization techniques of neural networks for fluid flow estimation	36
Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems	36
A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting	36
DeTrAs: deep learning-based healthcare framework for IoT-based assistance of Alzheimer patients	36
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays	35
Prediction of rockburst hazard based on particle swarm algorithm and neural network	35
On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves	35
A new deep belief network-based multi-task learning for diagnosis of Alzheimer’s disease	35
Genetic algorithm with logistic regression feature selection for Alzheimer’s disease classification	35
Transport infrastructure connectivity and conflict resolution: a machine learning analysis	35
Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach	35
Nonlinear models based on enhanced Kriging interpolation for prediction of rock joint shear strength	35
An improved lasso regression model for evaluating the efficiency of intervention actions in a system reliability analysis	35
Optimal path planning for drones based on swarm intelligence algorithm	35
GANFuse: a novel multi-exposure image fusion method based on generative adversarial networks	35
Parameter estimation of PEMFC model based on Harris Hawks’ optimization and atom search optimization algorithms	35
A multilevel thresholding algorithm using LebTLBO for image segmentation	35
Advances in machine translation for sign language: approaches, limitations, and challenges	35
Memristive self-learning logic circuit with application to encoder and decoder	35
Protection of image ROI using chaos-based encryption and DCNN-based object detection	34
A novel hybrid multi-verse optimizer with K-means for text documents clustering	34
Nature-inspired algorithm-based secure data dissemination framework for smart city networks	34
Brain tumor classification in magnetic resonance image using hard swish-based RELU activation function-convolutional neural network	34
Comparison of extreme learning machine and deep learning model in the estimation of the fresh properties of hybrid fiber-reinforced SCC	34
The multi-fuzzy N-soft set and its applications to decision-making	34
A survey on deep learning applied to medical images: from simple artificial neural networks to generative models	34
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines	34
Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects	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
EnsembleNet: a hybrid approach for vehicle detection and estimation of traffic density based on faster R-CNN and YOLO models	34
High-performance intrusion detection system for networked UAVs via deep learning	34
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	34
Synthetic Data generation using DCGAN for improved traffic sign recognition	34
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image	34
Chaos synchronization using adaptive quantum neural networks and its application in secure communication and cryptography	33
Automatic recognition of handwritten Arabic characters: a comprehensive review	33
A soft computing-based study on WEDM optimization in processing Inconel 625	33
Boosting algorithms in energy research: a systematic review	33
Prescribed-time convergent and noise-tolerant Z-type neural dynamics for calculating time-dependent quadratic programming	33
A deep Q-learning portfolio management framework for the cryptocurrency market	33
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm	33
A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments	33
Applying BERT to analyze investor sentiment in stock market	33
Optimal siting and sizing of distributed generation in radial distribution system using a novel student psychology-based optimization algorithm	33
Mango leaf disease identification and classification using a CNN architecture optimized by crossover-based levy flight distribution algorithm	33
Rice-net: an efficient artificial fish swarm optimization applied deep convolutional neural network model for identifying the Oryza sativa diseases	32