Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	1548
Overcoming the Price of Anarchy by Steering with Recommendations	912
Learning hierarchical image feature for efficient image rectification	856
fRAKI: k-space deep learning with offline data-universal and online scan-specific priors	780
Editorial Board	568
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	567
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	543
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	540
An accurate and practical algorithm for internet traffic recovery problem	328
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	324
Ensemble strategy learning for imperfect information games	316
Kernel-based learning of orthogonal functions	306
Editorial Board	288
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	272
Adaptive map matching based on dynamic word embeddings for indoor positioning	229
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	224
Crafting universal adversarial perturbations with output vectors	222
Road extraction from satellite images with iterative cross-task feature enhancement	219
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	204
Focus on hierarchical features: Soft-weighted hierarchical features network	203
Cluster consensus with first and higher-order antagonistic interaction dynamics	201
A novel energy management method for multiple residential energy systems with energy exchange	200
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	199
Multi Actors-Critic based particle swarm optimization algorithm	196
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	192

GradCa: Generalizing to unseen domains via gradient calibration	190
A new robust semi-supervised clustering method based on adaptive credibility estimation and locality preservation	182
A study of growth based morphological development in neural network controlled walkers	181
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	179
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	174
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	169
Class-aware graph Siamese representation learning	167
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	166
Region-attentive multimodal neural machine translation	161
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	158
AEP: Aligning knowledge graphs via embedding propagation	155
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	152
Coexistence of non-ideal threshold logic units and multiplicative input noise in DNN-kWTA networks	148
Deep contrastive variational subspace clustering	148
Adaptive neural network tracking control for nonlinear interconnected time-delay systems with prescribed performance	141
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	141
Spatiotemporal semantic structural representation learning for image sequence prediction	137
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	135
A robust high-resolution remote sensing image hiding network	135
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	134
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	133
Enhancing multi-task performance through associative adversarial learning based on selective attacks	133
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	132
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	128
LightSpikformer: A compression framework for spiking transformer via low-rank decomposition of tensor networks	128
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing	127
	127
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	126
Salient instance segmentation with region and box-level annotations	125
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	125
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	122
Cephalometric landmark detection via global and local encoders and patch-wise attentions	120
Kernel clustering with automatic variable weighting for interval data	119
A stochastic optimization technique for hyperparameter tuning in reservoir computing	118
Improving projected fuzzy K-means clustering via robust learning	117
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	114
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	110
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	109
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	109
The consistency analysis of gradient learning under independent covariate shift	108
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	108
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	107
Editorial Board	105
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	103
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	103
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	102
Multi-type spectral spatial feature for hyperspectral image classification	100
Path planning based on improved deep Q-network algorithm for bionic robotic fish with ocean currents	100
A more compact object detector head network with feature enhancement and relational reasoning	100
Self-ensemble for test time adaptation	99

SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	98
Small sample hyperspectral image classification based on spiking re-parameterization and multi-discriminator adversarial	98
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	96
A meta-survey of adversarial attacks against artificial intelligence algorithms, including diffusion models	96
Weakly supervised semantic segmentation with multi-task learning and segment anything model	96
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	96
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	95
Semi-supervised semantic segmentation with cross teacher training	95
Interactive triplet attention for few-shot fine-grained image classification	95
A learnable population filter for dynamic multi-objective optimization	95
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	95
Text-to-image person re-identification via collaborating pre-trained diffusion and discriminative models	94
Degradation-adaptive attack-robust self-supervised facial representation learning	93
Network based on the synergy of knowledge and context for natural language inference	91
A new feature selection method based on importance measures for crude oil return forecasting	91
Sensitivity-propagated dual-frequency graph neural network for multivariate time series forecasting	90
A survey of neural signal decoding based on domain adaptation	90
DFCon: Dominant frequency enhanced ultra-long time series contrastive forecasting	89
Adaptive lightweight network construction method for Self-Knowledge Distillation	89
Multi-view semi-supervised feature selection with multi-order similarity and tensor learning	89
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	89
Talent3D: Optimizing geometry and enhancing appearance for high-quality Text-to-3D shape generation	88
Clip4Vis: Parameter-free fusion for multimodal video recognition	88
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	88
MKE-PLLM: A benchmark for multilingual knowledge editing on pretrained large language model	88
PONet: Prototype optimization network for few-shot medical image segmentation	88
Hierarchical Reasoning Enhanced Few-Shot Multimodal Sentiment Analysis	88
Semi-SNN: Biological-inspired semi-supervised image classification with spiking neural networks	87
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	86
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	85
TS4Net: Two-stage sample selective strategy for rotating object detection	84
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	83
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	83
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	82
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	82
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	82
Improving generalization capability of object detectors via efficient global attention	81
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	81
dlordinal: A Python package for deep ordinal classification	81
Pose-oriented scene-adaptive matching for abnormal event detection	81
Observer-based H∞<	80
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	80
A comprehensive survey of adversarial defense techniques in the visual domain	80
From discrete to continuous: A spatiotemporal evolution-aware adversarial diffusion framework for retinal disease progression prediction	79
Facial sketch synthesis with multi-level guided latent diffusion model	78
Unveiling distinguishing properties of adversarial examples through neural tangent kernels	78
Fully-distributed dynamic event-triggered optimized backstepping bipartite consensus control based on neural network observer and reinforcement learning	77
MM-instruct: Generated visual instructions for large multimodal model alignment	77
Deep learning-based 3D reconstruction from multiple images: A survey	77
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	77
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	76
Deep domain adaptation via joint transfer networks	75
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	75
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	74
Magic3DSketch: Create colorful 3D models from sketch-based 3D modeling guided by text and language-image pre-training	74
Assistive systems for visually impaired people: A survey on current requirements and advancements	74
Model compression through distillation with cross-layer integrated guidance at word level	74
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	74
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	74
CoMaSa:Context Multi-aware Self-attention for emotional response generation	74
Optical convolutional neural network with the hybrid training method	72
Continual few-shot relation extraction via multi-task balanced dual-branch network	72
Learning-based sliding mode control of discrete markov jump systems with actuator faults via action-critic-disturbance neural network approach	72
ZNN for time-variant nonlinear inequality systems: A finite-time solution	71
Deep reinforcement learning based active disturbance rejection control for ship course control	71
A consistency-aware deep capsule network for hierarchical multi-label image classification	71
Learning to localize image forgery using end-to-end attention network	71
Parameterizing echo state networks for multi-step time series prediction	71
Graph Neural Network with curriculum learning for imbalanced node classification	70
Random forest feature selection for partial label learning	70
Depression risk recognition based on gait: A benchmark	70
Strategies for time series forecasting with generalized regression neural networks	70
Prediction of rate of penetration based on drilling conditions identification for drilling process	69
SEMPose: A single end-to-end network for multi-object pose estimation	69
Scale attentive network for scene recognition	69
AID-purifier: A light auxiliary network for boosting adversarial defense	68
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	68
Balanced quantum neural architecture search	68
Dual-alignment cross-domain few-shot learning with lightweight domain-specific attention for hyperspectral image classification	68
Adversarial training via multi-guidance and historical memory enhancement	67

Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	67
Dynamic synchronous graph transformer network for region-level air-quality forecasting	67
Tuning N-ary relation extraction as Machine Reading Comprehension	67
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	67
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	67
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	65
Mobile crowdsourcing based on 5G and 6G: A survey	65
MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	65
Multi-modal data clustering using deep learning: A systematic review	65
Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation	65
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	65
Development of variational quantum deep neural networks for image recognition	64
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	64
Neural network model based on global and local features for multi-view mammogram classification	64
Cycle pixel difference network for crisp edge detection	63
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	63
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	63
CastDiffuser: Cascaded latent diffusion framework for high-resolution precipitation nowcasting via multi source fusion	63
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	62
A substructure transfer reinforcement learning method based on metric learning	62
Blind face restoration: Benchmark datasets and a baseline model	62
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	62
A critical analysis of image-based camera pose estimation techniques	62
Enhancing sentiment analysis with distributional emotion embeddings	62
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	62
A fast sparse graph based clustering technique using dispersion of data points	62
An adaptive gradient method with transformation bound	61
Editorial Board	61
A support vector machine formulation for linear and kernel discriminant analysis	61
Editorial Board	61
Rethinking general underwater object detection: Datasets, challenges, and solutions	61
Occluded facial expression recognition algorithm integrating logical reasoning on small-sample datasets	60
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	60
Learning differentiable categorical regions with Gumbel-Softmax for person re-identification	60
A novel supervised framework for multi-video summarization: Addressing dataset biases and enhancing feature representation	60
A novel metric learning framework by exploiting global and local information	60
Advancements in few-shot nested Named Entity Recognition: The efficacy of meta-learning convolutional approaches	60
Semi-supervised multiple evidence fusion for brain tumor segmentation	60
Evolutionary Computation in bioinformatics: A survey	59
Scalable graph neural network-based framework for identifying critical nodes and links in complex networks	59
Multi-attribute balanced dataset generation framework AutoSyn and KinFace Channel-Spatial Feature Extractor for kinship recognition	59
A new U-shapelet clustering algorithm by capturing morphological trends	59
A semi-supervised learning approach for COVID-19 detection from chest CT scans	59
Interpretable deep model pruning	59
Cascading graph contrastive learning for multi-behavior recommendation	59
A parallel neural network based structural anomaly detection: Leveraging time-frequency domain features	59
HQ-Net: A heatmap-based query backbone for point cloud understanding	59
Modeling and optimization of trajectory deviation for compound directional drilling in coal mines	59
MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation	58
Aggregating transformers and CNNs for salient object detection in optical remote sensing images	58
Extending Evolution-Guided Policy Gradient Learning into the multi-objective domain	58
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks	57
Synergizing triple attention with depth quality for RGB-D salient object detection	57
DARTS-PT-CORE: Collaborative and Regularized Perturbation-based Architecture Selection for differentiable NAS	57
Neural network-based sliding mode controllers applied to robot manipulators: A review	57
TextGuise: Adaptive adversarial example attacks on text classification model	56
A novel gradient boosting approach for imbalanced regression	56
Vision transformers on the edge: A comprehensive survey of model compression and acceleration strategies	56
Region-aware discriminative learning GAN for super-resolution reconstruction of infrared imagery	55
Non-local channel aggregation network for single image rain removal	55
SCARF: Key-efficient homomorphic inference via composed rotations and structured convolutions	55
ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment	54
Nearest neighbors and density-based undersampling for imbalanced data classification with class overlap	54
DADRnet: Cross-domain image dehazing via domain adaptation and disentangled representation	54
Unifying the syntax and semantics for math word problem solving	54
Physics-Informed Neural Networks Enhanced by Cross-Attention-Based Feature Fusion and Fuzzy Logic for Solving Nonlinear PDEs	53
Secure data exchange in Industrial Internet of Things	53
Multi-task prompt tuning with soft context sharing for vision–language models	53
Graph representation learning via redundancy reduction	53
Adaptive multi-scale Graph Neural Architecture Search framework	52
Video anomaly detection: A systematic review of issues and prospects	52
Intra-class patch swap for self-distillation	52
k-NN attention-based video vision transformer for action recognition	52
GaitSTAGCN: Spatial-temporal attention graph convolutional networks for gait recognition	52
Feature fusion Vision Transformers using MLP-Mixer for enhanced deepfake detection	52
One-shot Video Graph Generation for Explainable Action Reasoning	51
Accelerated Weka: GPU Machine Learning with Weka Workbench	51
Graph learning with label attention and hyperbolic embedding for temporal event prediction in healthcare	51
Spike-driven incepformer: A hierarchical spiking transformer with inception-inspired feature learning	51
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs	51
Adversarially adaptive temperatures for decoupled knowledge distillation with applications to speaker verification	51
AttenStyler: Text-image style transfer based on attention mechanism	51
Fusing semantic information for syntax-guided paraphrase generation	51
Span-based dependency-enhanced graph convolutional network for aspect sentiment triplet extraction	51
GeoProspect: A domain-specific geological large language model with enhanced continual learning	51
MFF-Net: A multi-view feature fusion network for generalized forgery image detection	50
Dense attention networks for texture classification	50
SiTrEx: Siamese transformer for feedback and posture correction on workout exercises	50
Efficient and accurate graph statistics with adaptive personalized local differential privacy	50
Verifying ambiguous claims with a reasoner-translator framework	50
Self-supervised learning based transformer and convolution hybrid network for one-shot organ segmentation	50
NFI-SGAT: Node feature initialization-based streaming graph learning model with graph attention network for critical node identification in temporal networks	50
Robust iterative learning control for discrete-time systems with random initial state shifts	50
Bayesian network parameter learning using fuzzy constraints	49
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	49