Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	1452
Overcoming the Price of Anarchy by Steering with Recommendations	782
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	751
Improving generalization capability of object detectors via efficient global attention	710
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing	706
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	542
Learning hierarchical image feature for efficient image rectification	541
fRAKI: k-space deep learning with offline data-universal and online scan-specific priors	510
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	505
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	300
MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	297
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	293
Editorial Board	291
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	267
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	259
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	220
Enhancing sentiment analysis with distributional emotion embeddings	207
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	205
Balanced quantum neural architecture search	203
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	192
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	188
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	186
Degradation-adaptive attack-robust self-supervised facial representation learning	184
Interactive triplet attention for few-shot fine-grained image classification	181
Cycle pixel difference network for crisp edge detection	170

Pose-oriented scene-adaptive matching for abnormal event detection	170
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	169
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	166
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	166
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	159
Hierarchical Reasoning Enhanced Few-Shot Multimodal Sentiment Analysis	156
Adaptive neural network tracking control for nonlinear interconnected time-delay systems with prescribed performance	156
MKE-PLLM: A benchmark for multilingual knowledge editing on pretrained large language model	148
A robust high-resolution remote sensing image hiding network	145
Class-aware graph Siamese representation learning	143
A substructure transfer reinforcement learning method based on metric learning	142
Mobile crowdsourcing based on 5G and 6G: A survey	140
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	135
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	134
AEP: Aligning knowledge graphs via embedding propagation	133
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	132
ZNN for time-variant nonlinear inequality systems: A finite-time solution	132
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	130
Network based on the synergy of knowledge and context for natural language inference	129
Scale attentive network for scene recognition	128
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	122
Region-attentive multimodal neural machine translation	122
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	121
Prediction of rate of penetration based on drilling conditions identification for drilling process	120
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	120
Semi-SNN: Biological-inspired semi-supervised image classification with spiking neural networks	120
Multi-modal data clustering using deep learning: A systematic review	119
Development of variational quantum deep neural networks for image recognition	119
Random forest feature selection for partial label learning	119
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	117
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	113
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	110
Learning to localize image forgery using end-to-end attention network	109
Learning-based sliding mode control of discrete markov jump systems with actuator faults via action-critic-disturbance neural network approach	109
Dynamic synchronous graph transformer network for region-level air-quality forecasting	108
dlordinal: A Python package for deep ordinal classification	107
Depression risk recognition based on gait: A benchmark	106
Talent3D: Optimizing geometry and enhancing appearance for high-quality Text-to-3D shape generation	105
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	104
Deep contrastive variational subspace clustering	103
Self-ensemble for test time adaptation	102
H3	102
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	98
LightSpikformer: A compression framework for spiking transformer via low-rank decomposition of tensor networks	97
Kernel clustering with automatic variable weighting for interval data	97
Fully-distributed dynamic event-triggered optimized backstepping bipartite consensus control based on neural network observer and reinforcement learning	95
Path planning based on improved deep Q-network algorithm for bionic robotic fish with ocean currents	95
MM-instruct: Generated visual instructions for large multimodal model alignment	95
Small sample hyperspectral image classification based on spiking re-parameterization and multi-discriminator adversarial	94
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	94

Enhancing multi-task performance through associative adversarial learning based on selective attacks	93
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	93
Coexistence of non-ideal threshold logic units and multiplicative input noise in DNN-kWTA networks	92
SEMPose: A single end-to-end network for multi-object pose estimation	92
Blind face restoration: Benchmark datasets and a baseline model	91
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	91
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	90
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	90
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	89
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	89
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	88
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	88
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	86
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	85
Spatiotemporal semantic structural representation learning for image sequence prediction	85
The consistency analysis of gradient learning under independent covariate shift	85
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	85
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	85
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	84
Adaptive lightweight network construction method for Self-Knowledge Distillation	83
Editorial Board	83
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	83
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	82
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	81
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	81
Assistive systems for visually impaired people: A survey on current requirements and advancements	81
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	81
Deep domain adaptation via joint transfer networks	80
ScalingNet: Extracting features from raw EEG data for emotion recognition	79
Deep learning-based 3D reconstruction from multiple images: A survey	78
Semi-supervised semantic segmentation with cross teacher training	78
GradCa: Generalizing to unseen domains via gradient calibration	77
Parameterizing echo state networks for multi-step time series prediction	77
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	76
Multi-type spectral spatial feature for hyperspectral image classification	76
A more compact object detector head network with feature enhancement and relational reasoning	76
Magic3DSketch: Create colorful 3D models from sketch-based 3D modeling guided by text and language-image pre-training	74
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	74
Salient instance segmentation with region and box-level annotations	74
A meta-survey of adversarial attacks against artificial intelligence algorithms, including diffusion models	74
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	74
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	73
An accurate and practical algorithm for internet traffic recovery problem	73
Atrous spatial pyramid convolution for object detection with encoder-decoder	73
A time-varying neural network for solving minimum spanning tree problem on time-varying network	73
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	73
A learnable population filter for dynamic multi-objective optimization	72
Adaptive map matching based on dynamic word embeddings for indoor positioning	72
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	72
Tuning N-ary relation extraction as Machine Reading Comprehension	72
A critical analysis of image-based camera pose estimation techniques	71
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	71
AID-purifier: A light auxiliary network for boosting adversarial defense	71
Focus on hierarchical features: Soft-weighted hierarchical features network	70
A new feature selection method based on importance measures for crude oil return forecasting	70
Crafting universal adversarial perturbations with output vectors	69
Road extraction from satellite images with iterative cross-task feature enhancement	69
Cluster consensus with first and higher-order antagonistic interaction dynamics	68
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	68
Neural network model based on global and local features for multi-view mammogram classification	68
Editorial Board	67
A study of growth based morphological development in neural network controlled walkers	67
Kernel-based learning of orthogonal functions	67
TS4Net: Two-stage sample selective strategy for rotating object detection	67
Ensemble strategy learning for imperfect information games	67
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	66
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	66
A novel energy management method for multiple residential energy systems with energy exchange	65
Multi Actors-Critic based particle swarm optimization algorithm	65
A stochastic optimization technique for hyperparameter tuning in reservoir computing	65
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	65
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	65
Observer-based H∞<	65
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	65
A fast sparse graph based clustering technique using dispersion of data points	65
Deep reinforcement learning based active disturbance rejection control for ship course control	64
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	64
Cephalometric landmark detection via global and local encoders and patch-wise attentions	64
Model compression through distillation with cross-layer integrated guidance at word level	64
Improving projected fuzzy K-means clustering via robust learning	64

Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation	63
A consistency-aware deep capsule network for hierarchical multi-label image classification	62
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	62
CoMaSa:Context Multi-aware Self-attention for emotional response generation	62
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	62
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	62
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	62
Rethinking general underwater object detection: Datasets, challenges, and solutions	62
Dual-alignment cross-domain few-shot learning with lightweight domain-specific attention for hyperspectral image classification	61
Graph Neural Network with curriculum learning for imbalanced node classification	61
Strategies for time series forecasting with generalized regression neural networks	61
Adversarial training via multi-guidance and historical memory enhancement	60
Weakly supervised semantic segmentation with multi-task learning and segment anything model	60
Clip4Vis: Parameter-free fusion for multimodal video recognition	60
A new robust semi-supervised clustering method based on adaptive credibility estimation and locality preservation	60
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	60
PONet: Prototype optimization network for few-shot medical image segmentation	60
A support vector machine formulation for linear and kernel discriminant analysis	59
Editorial Board	59
Editorial Board	59
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	59
An adaptive gradient method with transformation bound	59
A novel supervised framework for multi-video summarization: Addressing dataset biases and enhancing feature representation	59
Occluded facial expression recognition algorithm integrating logical reasoning on small-sample datasets	58
Advancements in few-shot nested Named Entity Recognition: The efficacy of meta-learning convolutional approaches	58
A cross-feature mutual learning framework integrating multiple features for brain disorder diagnosis	58
Modeling and optimization of trajectory deviation for compound directional drilling in coal mines	58
Gradient neural network models for approximate Tucker decomposition of time-dependent tensors	58
High-performance inference graph convolutional networks for skeleton-based action recognition	58
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	58
MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation	57
MFF-Net: A multi-view feature fusion network for generalized forgery image detection	57
Adaptive multi-scale Graph Neural Architecture Search framework	57
Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator	57
Extending Evolution-Guided Policy Gradient Learning into the multi-objective domain	57
Learning differentiable categorical regions with Gumbel-Softmax for person re-identification	57
Enhancing echo state network with reservoir state selection for time series forecasting	56
Fusing semantic information for syntax-guided paraphrase generation	56
Adversarially adaptive temperatures for decoupled knowledge distillation with applications to speaker verification	56
An open-set few-shot face recognition framework with balanced adaptive cohesive mixing	56
WSSGCN: Wide Sub-stage Graph Convolutional Networks	56
GaitSTAGCN: Spatial-temporal attention graph convolutional networks for gait recognition	56
Intra-class patch swap for self-distillation	56
NFI-SGAT: Node feature initialization-based streaming graph learning model with graph attention network for critical node identification in temporal networks	56
Accelerated Weka: GPU Machine Learning with Weka Workbench	55
A new U-shapelet clustering algorithm by capturing morphological trends	55
Adaptively forget with crossmodal and textual distillation for class-incremental video captioning	55
Editorial Board	55
Influence maximization in multilayer social networks using transformer-based node embeddings and deep neural networks	55
A deep feature interaction and fusion model for fake review detection: Advocating heterogeneous graph convolutional network	54
Distributed finite-time convergent algorithms for time-varying optimization with coupled equality constraint over weight-unbalanced digraphs	54
GeoProspect: A domain-specific geological large language model with enhanced continual learning	54
APThreshold: A software tool for quantifying and analyzing action potential threshold dynamics	54
Verifying ambiguous claims with a reasoner-translator framework	54
Efficient and accurate graph statistics with adaptive personalized local differential privacy	54
AttenStyler: Text-image style transfer based on attention mechanism	54
HQ-Net: A heatmap-based query backbone for point cloud understanding	53
GPU implementation of evolving spiking neural P systems	53
Potential distribution adjustment and parametric surrogate gradient in spiking neural networks	53
Multi-task prompt tuning with soft context sharing for vision–language models	53
CSPDAE: Colorization via SuperPixel Downsampler Denoising AutoEncoder towards enhanced color structural clarity	53
Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models	53
DMMGNet: A discrimination mapping and memory bank mean guidance-based network for high-performance few-shot industrial anomaly detection	52
Evolutionary Computation in bioinformatics: A survey	52
GraphMoCo: A graph momentum contrast model for large-scale binary function representation learning	52
Piecewise Physics-Constrained Neural Networks for solving second-order impulsive differential equations	52
Hermite polynomials facilitating on-line learning analysis of layered neural networks with arbitrary activation function	51
ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment	51
Fastener anomaly detection for industrial assembly scenarios based on few-shot fine-grained component segmentation	51
Dynamic event-triggered finite-horizon robust suboptimal control of multi-player systems with input disturbances	51
IAFMVS: Iterative Depth Estimation with Adaptive Features for Multi-View Stereo	51
Multi-dimensional opinion dynamics for social networks with asynchronous updates	51
Event-triggered optimized control for multiagent systems with input saturation from reinforcement learning viewpoint	51
Graph learning with label attention and hyperbolic embedding for temporal event prediction in healthcare	51
A novel gradient boosting approach for imbalanced regression	50
Spike-driven incepformer: A hierarchical spiking transformer with inception-inspired feature learning	50
Dense attention networks for texture classification	50
Nearest neighbors-based adaptive density peaks clustering with optimized allocation strategy	50
Semi-supervised multiple evidence fusion for brain tumor segmentation	50
RMDC: Rotation-mask deformable convolution for object detection in top-view fisheye cameras	49
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	49
Multi-view clustering via label-embedded regularized NMF with dual-graph constraints	49
Deep level set learning for optic disc and cup segmentation	49
A biological-like controller using improved spiking neural networks	49
Interpretable deep model pruning	49
Filter pruning by quantifying feature similarity and entropy of feature maps	49
One-shot Video Graph Generation for Explainable Action Reasoning	49
TextGuise: Adaptive adversarial example attacks on text classification model	49
Neural network-based sliding mode controllers applied to robot manipulators: A review	49
On exploring pose estimation as an auxiliary learning task for Visible–Infrared Person Re-identification	49
Optimized Bayesian Asymmetric Nutcracker Quantized Neural Networks for Area-Efficient 10T2C Capacitive SRAM Design with Reconfigurable SAR ADCs	48
Enhancing Neural Sign Language Translation by highlighting the facial expression information	48
Learning fair models without sensitive attributes: A generative approach	48
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision	48
Multiscale Spatial-Spectral Attention Network for Arbitrary-Scale Hyperspectral Image Super-Resolution	48