Neurocomputing

Article	Citations
Deep learning-based 3D reconstruction from multiple images: A survey	1658
RAR: Recombination and augmented replacement method for insertion-based lexically constrained text generation	968
A photo cartoonization method based on text-to-image diffusion model	493
Multi-factor embedding GNN-based traffic flow prediction considering intersection similarity	476
Different-layer control of robotic manipulators based on a novel direct-discretization RNN algorithm	463
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	402
MCMTNet: Advanced network architectures for EEG-based motor imagery classification	365
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	364
Detection of cervical lesion cell based on the difference of context cells	349
Multi-level Symmetric Semantic Alignment Network for image–text matching	341
A hierarchical depression detection model based on vocal and emotional cues	323
A comprehensive survey on robust image watermarking	280
NeuronLab: BCI framework for the study of biosignals	259
Semi-supervised named entity recognition in multi-level contexts	252
Tuning N-ary relation extraction as Machine Reading Comprehension	226
GradCa: Generalizing to unseen domains via gradient calibration	219
Relation-aware graph structure embedding with co-contrastive learning for drug–drug interaction prediction	208
Stochastic graph recurrent neural network	202
Editorial Board	201
Persistent coverage of UAVs based on deep reinforcement learning with wonderful life utility	200
A multi-objective berth allocation problem in fuzzy environment	199
Dynamically retrieving knowledge via query generation for informative dialogue generation	188
A stochastic optimization technique for hyperparameter tuning in reservoir computing	178
A comparative study on optical flow for facial expression analysis	166
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	162

Editorial Board	161
A novel energy management method for multiple residential energy systems with energy exchange	152
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model	141
Visual tracking with dumbbell selection network	141
Editorial Board	131
IIRI-Net: An interpretable convolutional front-end inspired by IIR filters for speaker identification	128
SandGAN: Style-Mix Assisted Noise Distortion for Imbalanced Conditional Image Synthesis	123
AEP: Aligning knowledge graphs via embedding propagation	121
Editorial Board	121
Modeling context appearance changes for person re-identification via IPES-GCN	120
Editorial Board	118
A generic FPGA-based hardware architecture for recursive least mean p-power extreme learning machine	117
Inductive-transductive learning for very sparse fashion graphs	116
Almost sure exponential synchronization of network systems under a new intermittent noise-diffusion layer	113
Editorial Board	110
Special issue SOCO 2020: New trends in soft computing and its application in industrial and environmental problems	110
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP	108
Unveil the potential of siamese framework for visual tracking	105
Editorial Board	105
UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured fuzzy rules	104
Meta-learning to calibrate Gaussian processes with deep kernels for regression uncertainty estimation	102
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron	101
CAGCN: Causal attention graph convolutional network against adversarial attacks	101
GRAformer: A gated residual attention transformer for multivariate time series forecasting	101
Online Reinforcement Learning Control of Nonlinear Dynamic Systems: A State-action Value Function Based Solution	96
Graph over-parameterization: Why the graph helps the training of deep graph convolutional network	96
Deep cross-modal subspace clustering with Contrastive Neighbour Embedding	95
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	94
Special Issue SOCO 2022: New trends in soft computing and its application in industrial and environmental problems	94
Editorial Board	93
Path-aware multi-hop graph towards improving graph learning	91
Editorial Board	91
Gallery-sensitive single sample face recognition based on domain adaptation	91
Editorial Board	90
Adaptive attention augmentor for weakly supervised object localization	89
PD control for passivity of coupled reaction-diffusion neural networks with multiple state couplings or spatial diffusion couplings	88
Special Issue on Emergent Effects in Stochastic Neural Networks with Application to Learning and Information Processing	88
Recognizing irrelevant faces in short-form videos based on feature fusion and active learning	88
Editorial Board	88
A two-phase half-async method for heterogeneity-aware federated learning	86
Physical intrusion monitoring via local-global network and deep isolation forest based on heterogeneous signals	86
Noise/fault aware regularization for incremental learning in extreme learning machines	84
Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing	83
Adaptive offloading and scheduling algorithm for big data based mobile edge computing	83
An end-to-end heterogeneous network for graph similarity learning	81
Editorial Board	81
Linear time identification of local and global outliers	81
Adaptive prescribed performance neural network control for switched stochastic pure-feedback systems with unknown hysteresis	81
Learning to predict diverse trajectory from human motion patterns	81
Editorial Board	80

Training neural networks for solving 1-D optimal piecewise linear approximation	80
Knowledge embedding via hyperbolic skipped graph convolutional networks	79
Spatial-temporal 3D dependency matching with self-supervised deep learning for monocular visual sensing	78
A commonality-based enhancement for sentence modeling with supervision	77
Editorial Board	76
Evaluating cooperative-competitive dynamics with deep Q-learning	76
Focus on hierarchical features: Soft-weighted hierarchical features network	75
Interpretable domain adaptation using unsupervised feature selection on pre-trained source models	75
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	74
Editorial Board	74
Category-learning attention mechanism for short text filtering	74
Facial expression recognition with polynomial Legendre and partial connection MLP	74
Introduction to the Special issue on Advances of neurocomputing for smart cities (NEUROCOM for smart cities)	73
Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge	73
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	73
Information capacity of a stochastically responding neuron assembly	71
Identifying common driver modules by equilibrating coverage and mutual exclusivity across pan-cancer data	71
Toward extracting and exploiting generalizable knowledge of deep 2D transformations in computer vision	71
Editorial: Special issue on “Learning to combat online hostile posts in regional languages during emergency situations”	70
Kernelized transformed subspace clustering with geometric weights for non-linear manifolds	70
Construct informative triplet with two-stage hard-sample generation	70
Close-set camera style distribution alignment for single camera person re-identification	69
Scale attentive network for scene recognition	69
Domain-invariant information aggregation for domain generalization semantic segmentation	68
ABL-TC: A lightweight design for network traffic classification empowered by deep learning	67
Triple alignment-enhanced complex question answering over knowledge bases	67
Will you go where you search? A deep learning framework for estimating user search-and-go behavior	67
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	67
Virtual machine placement strategy using cluster-based genetic algorithm	67
Differentially private distributed online optimization via push-sum one-point bandit dual averaging	67
Visibility of points: Mining occlusion cues for monocular 3D object detection	67
Forward-reverse adaptive graph convolutional networks for skeleton-based action recognition	66
Continuous unsupervised domain adaptation using stabilized representations and experience replay	65
Efficient construction and convergence analysis of sparse convolutional neural networks	65
Large language model-based evolutionary optimizer: Reasoning with elitism	65
Pyramid fully residual network for single image de-raining	65
Fully aperiodic intermittent pinning control for exponential bipartite synchronization of multilayer signed stochastic coupled neural networks	64
Synchronization and control for directly coupled reaction-diffusion neural networks with multiple weights and hybrid coupling	64
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	64
Multi-hierarchy feature extraction and multi-step cost aggregation for stereo matching	63
Reinforcement learning in a spiking neural model of striatum plasticity	63
A head-to-head attention with prompt text augmentation for text classification	62
Improved Landcover Classification using Online Spectral Data Hallucination	62
Balanced quantum neural architecture search	62
New asymptotic stability analysis for generalized neural networks with additive time-varying delays and general activation function	62
Event-triggered H∞<	62
Multi-modal data clustering using deep learning: A systematic review	61
PRGNN: Modeling high-order proximity with relational graph neural network for knowledge graph completion	61
Brain-computer interface (BCI)-generated speech to control domotic devices	61
A hybrid intelligent classifier for anomaly detection	61
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization	61
An IoU-aware Siamese network for real-time visual tracking	60
PILHNB: Popularity, interests, location used hidden Naive Bayesian-based model for link prediction in dynamic social networks	60
JDGAN: Enhancing generator on extremely limited data via joint distribution	60
LUIE: Learnable physical model-guided underwater image enhancement with bi-directional unsupervised domain adaptation	60
Adaptive NN finite-time tracking control for PMSM with full state constraints	60
Indirect adaptive control of multi-input-multi-output nonlinear singularly perturbed systems with model uncertainties	60
A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction	60
Reduced-reference image deblurring quality assessment based on multi-scale feature enhancement and aggregation	60
Attention-based cross-layer domain alignment for unsupervised domain adaptation	59
A study of growth based morphological development in neural network controlled walkers	59
Combined scaling for zero-shot transfer learning	59
Exploiting the Black-Litterman framework through error-correction neural networks	58
Graph attention autoencoder inspired CNN based brain tumor classification using MRI	58
Intra-class variations with deep learning-based gait analysis: A comprehensive survey of covariates and methods	58
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	57
PSIDP: Unsupervised deep hashing with pretrained semantic information distillation and preservation	57
Learning task-specific discriminative embeddings for few-shot image classification	57
Neighbour feature attention-based pooling	57
Observer-based H∞<	57
A deep reinforcement learning based distributed multi-UAV dynamic area coverage algorithm for complex environment	57
Group consensus protocol with input delay for HMASs in cooperative-competitive networks	56
Leader learning loss function in neural network classification	56
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	56
Improving robustness with image filtering	56
CurveMEF: Multi-exposure fusion via curve embedding network	56
Bounding information leakage in machine learning	56
Inducing semantic hierarchy structure in empirical risk minimization with optimal transport measures	55
Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19	55
DPF-S2S: A novel dual-pathway-fusion-based sequence-to-sequence text recognition model	55

Hessian regularization of deep neural networks: A novel approach based on stochastic estimators of Hessian trace	55
Semantic representation and dependency learning for multi-label image recognition	55
Leader–follower consensus control for a class of nonlinear multi-agent systems using dynamical neural networks	54
EPRD: Exploiting prior knowledge for evidence-providing automatic rumor detection	54
TTPP: Temporal Transformer with Progressive Prediction for efficient action anticipation	54
Combating spatial redundancy with spectral norm attention in convolutional learners	54
A novel framework for image-to-image translation and image compression	53
Inverse-model-based iterative learning control for unknown MIMO nonlinear system with neural network	53
A consistency-aware deep capsule network for hierarchical multi-label image classification	53
Bridge health anomaly detection using deep support vector data description	53
BDA-SketRet: Bi-level domain adaptation for zero-shot SBIR	53
Dimension reduction of multimodal data by auto-weighted local discriminant analysis	53
An adaptive Gaussian mixture method for nonlinear uncertainty propagation in neural networks	53
Enhancing real-world adversarial patches through 3D modeling of complex target scenes	53
Bias-reduced hindsight experience replay with virtual goal prioritization	53
Dynamic event-triggered security control of cyber-physical systems against missing measurements and cyber-attacks	53
Diminishing-feature attack: The adversarial infiltration on visual tracking	52
From A-to-Z review of clustering validation indices	52
Kernel alignment unsupervised discriminative dimensionality reduction	52
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	52
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	52
TTFNeXt for real-time object detection	52
Multi-level neural prompt for zero-shot weakly supervised group activity recognition	51
Sparse-view cone beam CT reconstruction using dual CNNs in projection domain and image domain	51
Cross-modal image retrieval with deep mutual information maximization	51
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning	51
Machine learning and deep learning for sentiment analysis across languages: A survey	51
Object-aware navigation for remote embodied visual referring expression	51
Augmentative contrastive learning for one-shot object detection	51
Elliptical convolution kernel: More real visual field	50
Double center swarm exploring varying parameter neurodynamic network for non-convex nonlinear programming	50
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	50
New delay and order-dependent passivity criteria for impulsive fractional-order neural networks with switching parameters and proportional delays	50
Neuromorphic imaging and classification with graph learning	50
Anatomical structures detection using topological constraint knowledge in fetal ultrasound	50
Flocking with nonlinear systems based on distributed observers	50
LTB-Solver: Long-tailed Bias Solver for image synthesis of diffusion models	50
Editorial Board	50
Long-range attention classification for substation point cloud	50
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain	50
Editorial Board	50
A Markov regime switching model for asset pricing and ambiguity measurement of stock market	50
A review of regression and classification techniques for analysis of common and rare variants and gene-environmental factors	49
Considering three elements of aesthetics: Multi-task self-supervised feature learning for image style classification	49
An efficient primal simplex method for solving large-scale support vector machines	49
Multi-strategy mutual learning network for deformable medical image registration	49
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation	49
Spiking neural networks for frame-based and event-based single object localization	49
Semantic adaptation network for unsupervised domain adaptation	49
Accurate learning of graph representation with the consideration of fuzzy overlapping community	49
Real-time local path planning strategy based on deep distributional reinforcement learning	49
Learning locomotion skills in evolvable robots	48
3D saliency guided deep quality predictor for no-reference stereoscopic images	48
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	48
Large-scale multi-view subspace clustering via embedding space and partition matrix	48
A generic framework for deep incremental cancelable template generation	47
Multi-level attentive deep user-item representation learning for recommendation system	47
A New Neuro-Optimal Nonlinear Tracking Control Method via Integral Reinforcement Learning with Applications to Nuclear Systems	47
Examining and mitigating gender bias in text emotion detection task	47
A neural refinement network for single image view synthesis	47
Python software libraries for computing with words (CWW) methodologies	47
Emotion-sensitive deep dyna-Q learning for task-completion dialogue policy learning	47
Links synchronization control for the complex dynamical network	47
A reconfigurable bidirectional associative memory network with memristor bridge	46
Mittag-Leffler stability and asymptotic ω-periodicity of fractional-order ine	46
TF4TF: Multi-semantic modeling within the time–frequency domain for long-term time-series forecasting	46
ESA☆: A generic framework for semi-supervised inductive learning	46
A unified deep semantic expansion framework for domain-generalized person re-identification	46
Editorial Board	46
Viewpoint‐Based Collaborative Feature‐Weighted Multi‐View Intuitionistic Fuzzy Clustering Using Neighborhood Information	46
RFE-SRN: Image-text similarity reasoning network based on regional feature enhancement	46
GCL: Contrastive learning instead of graph convolution for node classification	46
A novel two-stage wrapper feature selection approach based on greedy search for text sentiment classification	46
Training neural networks end-to-end for hyperbox-based classification	46
Revisiting audio visual scene-aware dialog	46
View-Channel Mixer Network for Double Incomplete Multi-View Multi-Label learning	45
Unmasking Deception: A Comprehensive Survey on the Evolution of Face Anti‐spoofing Methods	45
An HVS-derived network for assessing the quality of camouflaged targets with feature fusion	45
Point cloud feature consistency learning for incomplete 3D face recognition	45
Content-aware preserving image generation	44
Soft prompt-tuning for unsupervised domain adaptation via self-supervision	44
IPMGAN: Integrating physical model and generative adversarial network for underwater image enhancement	44
Optimal bipartite graph matching-based goal selection for policy-based hindsight learning	44
A heuristic-driven uncertainty based ensemble framework for fake news detection in tweets and news articles	44
Sparse Cascade: Multi-stage cascade fusion and shape dictionary guided network for segmentation of microscopic cytology images	44
DRL for handover in 6G-vehicular networks: A survey	44
A user behavior-aware multi-task learning model for enhanced short video recommendation	44
Economic system forecasting based on temporal fusion transformers: Multi-dimensional evaluation and cross-model comparative analysis	44
RadarNet: A parallel spatiotemporal encoder network for radar extrapolation	44
IIRNet: Infinite impulse response inspired network for compressed video quality enhancement	44
Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition	44
Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptation	44
Deep learning for Covid-19 forecasting: State-of-the-art review.	44
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	44
Robot recognizing humans intention and interacting with humans based on a multi-task model combining ST-GCN-LSTM model and YOLO model	43