Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	2454
Editorial Board	1361
Multi-type spectral spatial feature for hyperspectral image classification	693
Building partially understandable convolutional neural networks by differentiating class-related neural nodes	656
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	632
Combining metaheuristic search and simulation to deal with capacitated aisles in facility layout	630
Enhancing sentiment analysis with distributional emotion embeddings	620
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	503
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	497
A method of repairing single node failure in the distributed storage system based on the regenerating-code and a hybrid genetic algorithm	486
Editorial Board	468
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	392
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	283
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	281
ZNN for time-variant nonlinear inequality systems: A finite-time solution	271
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	257
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	252
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	241
Model compression through distillation with cross-layer integrated guidance at word level	208
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	187
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	183
Adaptive map matching based on dynamic word embeddings for indoor positioning	183
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	181
Cluster consensus with first and higher-order antagonistic interaction dynamics	179
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	171

Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	168
A time-varying neural network for solving minimum spanning tree problem on time-varying network	162
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	161
Ensemble strategy learning for imperfect information games	161
Crafting universal adversarial perturbations with output vectors	148
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	148
Multi Actors-Critic based particle swarm optimization algorithm	145
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	144
Focus on hierarchical features: Soft-weighted hierarchical features network	141
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	140
Deep eyes: Joint depth inference using monocular and binocular cues	140
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	138
A more compact object detector head network with feature enhancement and relational reasoning	138
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	136
A method of traffic police detection based on attention mechanism in natural scene	133
EDENet: Elaborate density estimation network for crowd counting	132
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	130
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	126
A study of growth based morphological development in neural network controlled walkers	125
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	124
Atrous spatial pyramid convolution for object detection with encoder-decoder	124
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	123
The consistency analysis of gradient learning under independent covariate shift	122
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	121
An accurate and practical algorithm for internet traffic recovery problem	119
Editorial Board	115
Mobile crowdsourcing based on 5G and 6G: A survey	114
Spatiotemporal semantic structural representation learning for image sequence prediction	113
Factored heterogeneous similarity model for recommendation with implicit feedback	112
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	112
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	112
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	112
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	110
Observer-based H∞<	108
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	108
Kernel-based learning of orthogonal functions	108
Cycle pixel difference network for crisp edge detection	107
Region-attentive multimodal neural machine translation	107
Learning to localize image forgery using end-to-end attention network	104
A substructure transfer reinforcement learning method based on metric learning	104
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	103
A novel energy management method for multiple residential energy systems with energy exchange	102
Pose-oriented scene-adaptive matching for abnormal event detection	102
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	101
Random forest feature selection for partial label learning	100
A new feature selection method based on importance measures for crude oil return forecasting	100
Deep learning-based 3D reconstruction from multiple images: A survey	100
GradCa: Generalizing to unseen domains via gradient calibration	99
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	98
Tuning N-ary relation extraction as Machine Reading Comprehension	93

Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	93
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	93
CoMaSa:Context Multi-aware Self-attention for emotional response generation	92
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	91
A learnable population filter for dynamic multi-objective optimization	91
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	91
Network based on the synergy of knowledge and context for natural language inference	91
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	90
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	90
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	89
Balanced quantum neural architecture search	89
Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation	88
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	88
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	88
Enhancing multi-task performance through associative adversarial learning based on selective attacks	88
Assistive systems for visually impaired people: A survey on current requirements and advancements	87
Depression risk recognition based on gait: A benchmark	86
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	86
Semi-supervised semantic segmentation with cross teacher training	86
Deep domain adaptation via joint transfer networks	85
Multi-scale graph attention subspace clustering network	85
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	84
Talent3D: Optimizing geometry and enhancing appearance for high-quality Text-to-3D shape generation	84
AEP: Aligning knowledge graphs via embedding propagation	84
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	84
A fast sparse graph based clustering technique using dispersion of data points	84
Neural network model based on global and local features for multi-view mammogram classification	83
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	83
Localization of charging stations for electric vehicles using genetic algorithms	83
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	82
Scale attentive network for scene recognition	81
Towards improving classification power for one-shot object detection	80
AID-purifier: A light auxiliary network for boosting adversarial defense	79
Multi-modal data clustering using deep learning: A systematic review	79
Prediction of rate of penetration based on drilling conditions identification for drilling process	79
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	79
A stochastic optimization technique for hyperparameter tuning in reservoir computing	78
A consistency-aware deep capsule network for hierarchical multi-label image classification	76
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	76
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning	76
Dual-alignment cross-domain few-shot learning with lightweight domain-specific attention for hyperspectral image classification	76
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	75
Overcoming the Price of Anarchy by Steering with Recommendations	75
Improving generalization capability of object detectors via efficient global attention	74
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	74
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	74
MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	73
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	73
LIFT-SLAM: A deep-learning feature-based monocular visual SLAM method	72
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	72
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	72
Cephalometric landmark detection via global and local encoders and patch-wise attentions	72
Deep reinforcement learning based active disturbance rejection control for ship course control	71
X-Net: Multi-branch UNet-like network for liver and tumor segmentation from 3D abdominal CT scans	70
Preparing lessons: Improve knowledge distillation with better supervision	70
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	69
Dynamic synchronous graph transformer network for region-level air-quality forecasting	69
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	69
Parameterizing echo state networks for multi-step time series prediction	69
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem	69
Blind face restoration: Benchmark datasets and a baseline model	68
Salient instance segmentation with region and box-level annotations	68
Development of variational quantum deep neural networks for image recognition	68
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	68
FinerPCN: High fidelity point cloud completion network using pointwise convolution	68
Adaptive lightweight network construction method for Self-Knowledge Distillation	67
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	67
A multi-constrained zeroing neural network for time-dependent nonlinear optimization with application to mobile robot tracking control	67
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	67
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	67
A critical analysis of image-based camera pose estimation techniques	66
Degradation-adaptive attack-robust self-supervised facial representation learning	66
Road extraction from satellite images with iterative cross-task feature enhancement	66
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay	66
Graph Neural Network with curriculum learning for imbalanced node classification	66
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	65
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	65
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	65
Class-aware graph Siamese representation learning	65
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	64

Improving projected fuzzy K-means clustering via robust learning	64
dlordinal: A Python package for deep ordinal classification	64
TS4Net: Two-stage sample selective strategy for rotating object detection	64
Adversarial training via multi-guidance and historical memory enhancement	63
Strategies for time series forecasting with generalized regression neural networks	63
ScalingNet: Extracting features from raw EEG data for emotion recognition	62
Rethinking general underwater object detection: Datasets, challenges, and solutions	62
A robust high-resolution remote sensing image hiding network	62
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	62
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	62
Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models	61
Semi-SNN: Biological-inspired semi-supervised image classification with spiking neural networks	61
A support vector machine formulation for linear and kernel discriminant analysis	61
An adaptive gradient method with transformation bound	61
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	61
Editorial Board	61
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	61
Fully distributed quantized secure bipartite consensus control of nonlinear multiagent systems subject to denial-of-service attacks	60
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions	60
Consensus of a new multi-agent system via multi-task, multi-control mechanism and multi-consensus strategy	60
Investigating the performance of multi-objective optimization when learning Bayesian Networks	60
State consensus cooperative control for a class of nonlinear multi-agent systems with output constraints via ADP approach	60
NFI-SGAT: Node feature initialization-based streaming graph learning model with graph attention network for critical node identification in temporal networks	60
ChatGPT in threefold: As attacker, target, and evaluator in adversarial attacks	60
Conceptual text region network: Cognition-inspired accurate scene text detection	60
Occlusion-robust FAU recognition by mining latent space of masked autoencoders	59
Neuron importance based verification of neural networks via divide and conquer	59
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	59
Using combinatorial optimization to solve entity alignment: An efficient unsupervised model	59
iNL: Implicit non-local network	59
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	59
Moving objects segmentation using generative adversarial modeling	59
SDI: A sparse drift identification approach for force/torque sensor calibration in industrial robots	59
Memory degradation induced by attention in recurrent neural architectures	58
Dense attention networks for texture classification	58
Fusing semantic information for syntax-guided paraphrase generation	58
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview	58
Category boundary re-decision by component labels to improve generation of class activation map	58
Robust iterative learning control for discrete-time systems with random initial state shifts	58
Reconciliation of statistical and spatial sparsity for robust visual classification	58
Monogenic features based single sample face recognition by kernel sparse representation on multiple Riemannian manifolds	58
AnatSwin: An anatomical structure-aware transformer network for cardiac MRI segmentation utilizing label images	58
Deep level set learning for optic disc and cup segmentation	57
Prescribed finite-time adaptive neural trajectory tracking control of quadrotor via output feedback	57
Advancements in few-shot nested Named Entity Recognition: The efficacy of meta-learning convolutional approaches	57
Deep multi-similarity hashing via label-guided network for cross-modal retrieval	57
Adaptively forget with crossmodal and textual distillation for class-incremental video captioning	57
Adversarially adaptive temperatures for decoupled knowledge distillation with applications to speaker verification	56
Dynamic event-triggered finite-horizon robust suboptimal control of multi-player systems with input disturbances	56
Multi-view clustering via label-embedded regularized NMF with dual-graph constraints	56
EEG fading data classification based on improved manifold learning with adaptive neighborhood selection	56
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks	56
Dual-level adaptive incongruity-enhanced model for multimodal sarcasm detection	56
Multi-task prompt tuning with soft context sharing for vision–language models	56
WSSGCN: Wide Sub-stage Graph Convolutional Networks	56
Accelerated Weka: GPU Machine Learning with Weka Workbench	56
Intra-class patch swap for self-distillation	56
Potential distribution adjustment and parametric surrogate gradient in spiking neural networks	55
Sampling-based epoch differentiation calibrated graph convolution network for point-of-interest recommendation	55
MOCPSO: A multi-objective cooperative particle swarm optimization algorithm with dual search strategies	55
Interlayer synchronization of duplex time-delay network with delayed pinning impulses	55
Modeling implicit bias with fuzzy cognitive maps	55
Learning digital camera pipeline for extreme low-light imaging	55
Contrastive adversarial knowledge distillation for deep model compression in time-series regression tasks	55
Neural network-based sliding mode controllers applied to robot manipulators: A review	54
GPU implementation of evolving spiking neural P systems	54
Time-continuous energy-conservation neural network for structural dynamics analysis	54
Detection of sludge bulking using adaptive fuzzy neural network and mechanism model	54
Two-step scalable spectral clustering algorithm using landmarks and probability density estimation	54
Scalable graph neural network-based framework for identifying critical nodes and links in complex networks	54
Distance-reconstructed dependency enhanced aspect-based sentiment analysis with sentiment strength	53
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms	53
Gradient-coupled cross-patch attention map for weakly supervised semantic segmentation	53
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision	53
RMDC: Rotation-mask deformable convolution for object detection in top-view fisheye cameras	53
Synergizing triple attention with depth quality for RGB-D salient object detection	53
DMMGNet: A discrimination mapping and memory bank mean guidance-based network for high-performance few-shot industrial anomaly detection	53
A biological-like controller using improved spiking neural networks	53
Stabilization and synchronization control for discrete-time complex networks via the auxiliary role of edges subsystem	52
A review of object tracking methods: From general field to autonomous vehicles	52
TextGuise: Adaptive adversarial example attacks on text classification model	52
Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks	52
Laparoscopic image enhancement based on distributed retinex optimization with refined information fusion	52
Self-supervised learning based transformer and convolution hybrid network for one-shot organ segmentation	51
Feature fusion Vision Transformers using MLP-Mixer for enhanced deepfake detection	51
Video anomaly detection: A systematic review of issues and prospects	51
Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects	51
Aggregating transformers and CNNs for salient object detection in optical remote sensing images	51
Hermite polynomials facilitating on-line learning analysis of layered neural networks with arbitrary activation function	51
Cascading graph contrastive learning for multi-behavior recommendation	51
DARTS-PT-CORE: Collaborative and Regularized Perturbation-based Architecture Selection for differentiable NAS	51
A deep feature interaction and fusion model for fake review detection: Advocating heterogeneous graph convolutional network	51
MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation	50
Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator	50
Editorial Board	50