Neurocomputing

Article	Citations
On hyperparameter optimization of machine learning algorithms: Theory and practice	1035
A review on the attention mechanism of deep learning	999
A comprehensive survey on support vector machine classification: Applications, challenges and trends	797
Recent advances in deep learning for object detection	538
Focal and efficient IOU loss for accurate bounding box regression	468
Deep face recognition: A survey	352
A comprehensive review on convolutional neural network in machine fault diagnosis	288
Federated learning on non-IID data: A survey	288
Pruning and quantization for deep neural network acceleration: A survey	269
A systematic review of deep transfer learning for machinery fault diagnosis	256
A Brief Survey on Semantic Segmentation with Deep Learning	241
Multivariate time series forecasting via attention-based encoder–decoder framework	234
A review on transfer learning in EEG signal analysis	215
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools	195
A survey: Deep learning for hyperspectral image classification with few labeled samples	195
Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis	195
Review the state-of-the-art technologies of semantic segmentation based on deep learning	187
Online learning: A comprehensive survey	186
Activation functions in deep learning: A comprehensive survey and benchmark	181
Interpretable spatio-temporal attention LSTM model for flood forecasting	181
Attention mechanism-based CNN for facial expression recognition	175
Probabilistic forecasting with temporal convolutional neural network	175
CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning	170
Deep learning for monocular depth estimation: A review	169
Data augmentation in fault diagnosis based on the Wasserstein generative adversarial network with gradient penalty	160

Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data	159
Stimulus-driven and concept-driven analysis for image caption generation	156
A survey on U-shaped networks in medical image segmentations	155
Bidirectional LSTM with self-attention mechanism and multi-channel features for sentiment classification	147
AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning	146
Convolutional neural networks for medical image analysis: State-of-the-art, comparisons, improvement and perspectives	143
BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis	134
Online continual learning in image classification: An empirical survey	134
A novel statistical analysis and autoencoder driven intelligent intrusion detection approach	134
Meta-learning for few-shot bearing fault diagnosis under complex working conditions	133
RIME: A physics-based optimization	132
A review of irregular time series data handling with gated recurrent neural networks	131
Effective template update mechanism in visual tracking with background clutter	127
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications	125
SRDiff: Single image super-resolution with diffusion probabilistic models	125
A comprehensive survey on recent metaheuristics for feature selection	124
Impulsive effects on stability and passivity analysis of memristor-based fractional-order competitive neural networks	122
Survey on Deep Neural Networks in Speech and Vision Systems	120
Groundwater level prediction using machine learning models: A comprehensive review	119
Hetero-Center loss for cross-modality person Re-identification	118
Deep multi-view learning methods: A review	118
Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data	116
Dynamic network embedding survey	114
Neural fuzzy approximation enhanced autonomous tracking control of the wheel-legged robot under uncertain physical interaction	114
JWSAA: Joint weak saliency and attention aware for person re-identification	112
Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction	112
A deep learning interpretable classifier for diabetic retinopathy disease grading	110
A novel time series forecasting model with deep learning	109
A new method of data missing estimation with FNN-based tensor heterogeneous ensemble learning for internet of vehicle	108
Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification	105
Deep multi-scale convolutional transfer learning network: A novel method for intelligent fault diagnosis of rolling bearings under variable working conditions and domains	105
Brain tumor segmentation with deep convolutional symmetric neural network	104
Physics Informed Extreme Learning Machine (PIELM)–A rapid method for the numerical solution of partial differential equations	103
Graph-based semi-supervised learning: A review	102
Polarized self-attention: Towards high-quality pixel-wise mapping	101
Pose guided structured region ensemble network for cascaded hand pose estimation	100
Deep-reinforcement-learning-based images segmentation for quantitative analysis of gold immunochromatographic strip	100
Explaining the black-box model: A survey of local interpretation methods for deep neural networks	98
Hybrid-driven finite-time H∞ sampling synchronization control for coupling memory complex networks with stochastic cyber attacks	97
GAN-based anomaly detection: A review	97
A sequential deep learning application for recognising human activities in smart homes	96
Heart sounds classification using a novel 1-D convolutional neural network with extremely low parameter consumption	96
CcNet: A cross-connected convolutional network for segmenting retinal vessels using multi-scale features	95
An overview of recent multi-view clustering	95
Short-term traffic speed forecasting based on graph attention temporal convolutional networks	93
A review of privacy-preserving techniques for deep learning	93
Driver sleepiness detection from EEG and EOG signals using GAN and LSTM networks	92
NGDNet: Nonuniform Gaussian-label distribution learning for infrared head pose estimation and on-task behavior understanding in the classroom	92
Correlational Convolutional LSTM for human action recognition	91
A comprehensive survey on robust image watermarking	91

Deep learning for variational multimodality tumor segmentation in PET/CT	91
Deep spatio-temporal graph convolutional network for traffic accident prediction	90
Toward effective mobile encrypted traffic classification through deep learning	90
Infrared small target detection via self-regularized weighted sparse model	90
Segmentation of the multimodal brain tumor image used the multi-pathway architecture method based on 3D FCN	90
Deep learning based software defect prediction	89
Cost-sensitive KNN classification	89
A novel competitive swarm optimized RBF neural network model for short-term solar power generation forecasting	88
AFPNet: A 3D fully convolutional neural network with atrous-convolution feature pyramid for brain tumor segmentation via MRI images	87
AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation	86
Self-adaptive loss balanced Physics-informed neural networks	85
Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations	85
Deep convolution network based emotion analysis towards mental health care	85
A support vector regression model hybridized with chaotic krill herd algorithm and empirical mode decomposition for regression task	85
Hybrid neural networks for big data classification	83
Integrated deep learning method for workload and resource prediction in cloud systems	83
Detection of cervical cancer cells based on strong feature CNN-SVM network	82
Optimizing Weighted Extreme Learning Machines for imbalanced classification and application to credit card fraud detection	81
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis	80
Evolutionary deep learning: A survey	80
Robust stability of fractional-order quaternion-valued neural networks with neutral delays and parameter uncertainties	80
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels	80
Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition	80
Deep quality-related feature extraction for soft sensing modeling: A deep learning approach with hybrid VW-SAE	80
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	79
Enhancing the discriminative feature learning for visible-thermal cross-modality person re-identification	79
Short-term power load forecasting based on Elman neural network with particle swarm optimization	79
Fixed-time synchronization analysis for discontinuous fuzzy inertial neural networks with parameter uncertainties	76
Adaptive multi-teacher multi-level knowledge distillation	76
Remaining useful life prediction of lithium-ion battery with optimal input sequence selection and error compensation	76
Global synchronization of fractional-order quaternion-valued neural networks with leakage and discrete delays	76
Toward improving ECG biometric identification using cascaded convolutional neural networks	75
Domain generalization in rotating machinery fault diagnostics using deep neural networks	75
Sparse low rank factorization for deep neural network compression	75
Aspect-based sentiment classification with multi-attention network	74
Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions	74
Time series predicting of COVID-19 based on deep learning	74
Robust real-time hand detection and localization for space human–robot interaction based on deep learning	73
Neural network-based adaptive tracking control for switched nonlinear systems with prescribed performance: An average dwell time switching approach	73
Micro-attention for micro-expression recognition	72
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction	72
Building and optimization of 3D semantic map based on Lidar and camera fusion	72
Multi-view spectral clustering via sparse graph learning	71
Bipartite consensus control for fractional-order nonlinear multi-agent systems: An output constraint approach	71
Event-based fuzzy control for T-S fuzzy networked systems with various data missing	71
Single underwater image enhancement by attenuation map guided color correction and detail preserved dehazing	71
Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology	71
A concise review of recent few-shot meta-learning methods	71
Recent developments of content-based image retrieval (CBIR)	70
Automatic depression recognition using CNN with attention mechanism from videos	69
Identification and optimal control of nonlinear systems using recurrent neural networks and reinforcement learning: An overview	69
A temporal-aware LSTM enhanced by loss-switch mechanism for traffic flow forecasting	69
DEVDAN: Deep evolving denoising autoencoder	69
A hybrid deep segmentation network for fundus vessels via deep-learning framework	69
Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection	69
Human action recognition using convolutional LSTM and fully-connected LSTM with different attentions	68
A competitive mechanism integrated multi-objective whale optimization algorithm with differential evolution	68
Effects of repetitive SSVEPs on EEG complexity using multiscale inherent fuzzy entropy	68
Reactive Soft Prototype Computing for Concept Drift Streams	68
Multi-label transfer learning for the early diagnosis of breast cancer	68
A novel end-to-end 1D-ResCNN model to remove artifact from EEG signals	68
Generation and evaluation of privacy preserving synthetic health data	67
Heterogeneous teaching evaluation network based offline course recommendation with graph learning and tensor factorization	67
Wind power forecasting based on stacking ensemble model, decomposition and intelligent optimization algorithm	67
A deep learning based multitask model for network-wide traffic speed prediction	67
A parallel down-up fusion network for salient object detection in optical remote sensing images	67
Deep plug-and-play prior for low-rank tensor completion	66
Distributed event-triggered consensus of multi-agent systems under periodic DoS jamming attacks	66
Wind speed forecasting using deep neural network with feature selection	66
A multi-task learning model for Chinese-oriented aspect polarity classification and aspect term extraction	66
Deep graph regularized non-negative matrix factorization for multi-view clustering	66
Multi-task learning for aspect term extraction and aspect sentiment classification	65
Causality extraction based on self-attentive BiLSTM-CRF with transferred embeddings	65
Chinese named entity recognition: The state of the art	65
Deep Neural Networks approaches for detecting and classifying colorectal polyps	65
An adversarial denoising convolutional neural network for fault diagnosis of rotating machinery under noisy environment and limited sample size case	65
Fault detection and identification of rolling element bearings with Attentive Dense CNN	64
A novel background subtraction algorithm based on parallel vision and Bayesian GANs	64
Cross-subject transfer learning in human activity recognition systems using generative adversarial networks	64
The intermittent fault diagnosis of analog circuits based on EEMD-DBN	64

Cooperative control for multi-player pursuit-evasion games with reinforcement learning	63
Transfer learning for medical images analyses: A survey	62
Multi-perspective social recommendation method with graph representation learning	62
Super-resolution reconstruction of single anisotropic 3D MR images using residual convolutional neural network	61
A new financial data forecasting model using genetic algorithm and long short-term memory network	61
Revisiting metric learning for few-shot image classification	61
A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction	61
DB-LSTM: Densely-connected Bi-directional LSTM for human action recognition	61
A new hybrid deep signal processing approach for bearing fault diagnosis using vibration signals	61
Detecting Alzheimer's disease Based on 4D fMRI: An exploration under deep learning framework	61
Empirical Mode Decomposition based Multi-objective Deep Belief Network for short-term power load forecasting	60
Tracking control of redundant mobile manipulator: An RNN based metaheuristic approach	60
An optimized adaptive PReLU-DBN for rolling element bearing fault diagnosis	60
A proactive autoscaling and energy-efficient VM allocation framework using online multi-resource neural network for cloud data center	60
Application of LSTM for short term fog forecasting based on meteorological elements	60
A deep reinforcement learning based method for real-time path planning and dynamic obstacle avoidance	60
A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges	59
An intelligent fault diagnosis model based on deep neural network for few-shot fault diagnosis	59
Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet	59
Swin transformer for fast MRI	59
A robust approach to reading recognition of pointer meters based on improved mask-RCNN	59
Decentralized adaptive neural two-bit-triggered control for nonstrict-feedback nonlinear systems with actuator failures	59
An adaptive fractional-order BP neural network based on extremal optimization for handwritten digits recognition	58
Molecular generative Graph Neural Networks for Drug Discovery	58
Unsupervised anomaly segmentation via deep feature reconstruction	57
Wavelet packet analysis for speaker-independent emotion recognition	57
Intrusion detection approach based on optimised artificial neural network	57
A survey of Deep Neural Network watermarking techniques	57
Leader-following secure consensus for second-order multi-agent systems with nonlinear dynamics and event-triggered control strategy under DoS attack	57
Skin disease diagnosis with deep learning: A review	57
MAT: Motion-aware multi-object tracking	56
Traffic flow prediction over muti-sensor data correlation with graph convolution network	56
Recent advances on image edge detection: A comprehensive review	56
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	56
Classifying ASD children with LSTM based on raw videos	55
EEG-based intention recognition with deep recurrent-convolution neural network: Performance and channel selection by Grad-CAM	55
A new approach to smooth path planning of mobile robot based on quartic Bezier transition curve and improved PSO algorithm	55
More trainable inception-ResNet for face recognition	55
Q-Learning-based parameters adaptive algorithm for active disturbance rejection control and its application to ship course control	55
Adaptive bias RBF neural network control for a robotic manipulator	55
Visual Recognition of traffic police gestures with convolutional pose machine and handcrafted features	55
Robust adaptive neural network control for dynamic positioning of marine vessels with prescribed performance under model uncertainties and input saturation	55
Multi-stage attention spatial-temporal graph networks for traffic prediction	55
Attention based convolutional recurrent neural network for environmental sound classification	55
Synthetic data generation for tabular health records: A systematic review	55
Deep embedding clustering based on contractive autoencoder	55
Prediction intervals estimation of solar generation based on gated recurrent unit and kernel density estimation	54
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression	54
Long- and short-term self-attention network for sequential recommendation	54
Recent development in face recognition	54
Ensemble learning for electricity consumption forecasting in office buildings	54
LDGRNMF: LncRNA-disease associations prediction based on graph regularized non-negative matrix factorization	54
Phase synchronization between a light-dependent neuron and a thermosensitive neuron	54
A Time Series Transformer based method for the rotating machinery fault diagnosis	54
Extract interpretability-accuracy balanced rules from artificial neural networks: A review	53
A learning-based approach for surface defect detection using small image datasets	53
Learning to detect Android malware via opcode sequences	53
An evidential classifier based on Dempster-Shafer theory and deep learning	53
New optimal method for L2	53
Incorporating context-relevant concepts into convolutional neural networks for short text classification	52
Predicting energy cost of public buildings by artificial neural networks, CART, and random forest	52
Central moment discrepancy based domain adaptation for intelligent bearing fault diagnosis	52
Learning features from enhanced function call graphs for Android malware detection	52
A new method for intelligent fault diagnosis of machines based on unsupervised domain adaptation	52
An intelligent diagnosis framework for roller bearing fault under speed fluctuation condition	52
InfGCN: Identifying influential nodes in complex networks with graph convolutional networks	52
Scalp EEG epileptogenic zone recognition and localization based on long-term recurrent convolutional network	52
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG	51
An SAE-based resampling SVM ensemble learning paradigm for pipeline leakage detection	51
LSTM variants meet graph neural networks for road speed prediction	51
Joint entity and relation extraction model based on rich semantics	51
Averaged Bi-LSTM networks for RUL prognostics with non-life-cycle labeled dataset	51
Synchronization of inertial memristive neural networks with time-varying delays via static or dynamic event-triggered control	51
Graph-based few-shot learning with transformed feature propagation and optimal class allocation	51
Artificial neural network analysis of the academic performance of students in virtual learning environments	51
A novel context-aware multimodal framework for persian sentiment analysis	50
Deep learning for brain disorder diagnosis based on fMRI images	50
A two-stage 3D CNN based learning method for spontaneous micro-expression recognition	50
ResGNet-C: A graph convolutional neural network for detection of COVID-19	50
CARM: Confidence-aware recommender model via review representation learning and historical rating behavior in the online platforms	50
Hybrid of human learning optimization algorithm and particle swarm optimization algorithm with scheduling strategies for the flexible job-shop scheduling problem	50
NeuroSense: Short-term emotion recognition and understanding based on spiking neural network modelling of spatio-temporal EEG patterns	50
Abstractive social media text summarization using selective reinforced Seq2Seq attention model	50
Exploring a rich spatial–temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN	49
Discriminative feature and dictionary learning with part-aware model for vehicle re-identification	49
Ultra-dense GAN for satellite imagery super-resolution	49
Local distribution-based adaptive minority oversampling for imbalanced data classification	49
Adaptive event-triggered consensus control of linear multi-agent systems with cyber attacks	49
MANet: A two-stage deep learning method for classification of COVID-19 from Chest X-ray images	49
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions	49
Finite time impulsive synchronization of fractional order memristive BAM neural networks	49
Analysis of tuberculosis severity levels from CT pulmonary images based on enhanced residual deep learning architecture	49
A deep domain adaption model with multi-task networks for planetary gearbox fault diagnosis	48
Efficient attention based deep fusion CNN for smoke detection in fog environment	48
Deep learning for EEG-based biometric recognition	48