Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	2362
Editorial Board	1315
Multi-type spectral spatial feature for hyperspectral image classification	658
Building partially understandable convolutional neural networks by differentiating class-related neural nodes	623
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	606
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	590
Combining metaheuristic search and simulation to deal with capacitated aisles in facility layout	520
Parameterizing echo state networks for multi-step time series prediction	466
Enhancing sentiment analysis with distributional emotion embeddings	462
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	461
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	457
A method of repairing single node failure in the distributed storage system based on the regenerating-code and a hybrid genetic algorithm	377
Editorial Board	295
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	270
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	265
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	256
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	249
ZNN for time-variant nonlinear inequality systems: A finite-time solution	242
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	236
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	223
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	199
Model compression through distillation with cross-layer integrated guidance at word level	181
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	179
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	175
Adaptive map matching based on dynamic word embeddings for indoor positioning	169

Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	169
Cluster consensus with first and higher-order antagonistic interaction dynamics	161
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	160
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	158
A time-varying neural network for solving minimum spanning tree problem on time-varying network	156
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	150
Ensemble strategy learning for imperfect information games	143
Crafting universal adversarial perturbations with output vectors	140
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	138
dlordinal: A Python package for deep ordinal classification	137
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	137
Multi Actors-Critic based particle swarm optimization algorithm	137
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	135
A new feature selection method based on importance measures for crude oil return forecasting	131
Blind face restoration: Benchmark datasets and a baseline model	130
Random forest feature selection for partial label learning	130
Deep learning-based 3D reconstruction from multiple images: A survey	129
FinerPCN: High fidelity point cloud completion network using pointwise convolution	128
GradCa: Generalizing to unseen domains via gradient calibration	126
Kernel-based learning of orthogonal functions	122
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	122
Improving projected fuzzy K-means clustering via robust learning	121
Convolutional neural networks based on fractional-order momentum for parameter training	121
A novel energy management method for multiple residential energy systems with energy exchange	121
A substructure transfer reinforcement learning method based on metric learning	120
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	119
Learning to localize image forgery using end-to-end attention network	119
Strategies for time series forecasting with generalized regression neural networks	119
Towards improving classification power for one-shot object detection	118
Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	114
LIFT-SLAM: A deep-learning feature-based monocular visual SLAM method	112
Cycle pixel difference network for crisp edge detection	111
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	109
Region-attentive multimodal neural machine translation	108
Pose-oriented scene-adaptive matching for abnormal event detection	107
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	107
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	102
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay	102
A multi-constrained zeroing neural network for time-dependent nonlinear optimization with application to mobile robot tracking control	102
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	100
Improving generalization capability of object detectors via efficient global attention	100
A fast sparse graph based clustering technique using dispersion of data points	100
Overcoming the Price of Anarchy by Steering with Recommendations	100
Multi-modal data clustering using deep learning: A systematic review	99
A stochastic optimization technique for hyperparameter tuning in reservoir computing	98
Road extraction from satellite images with iterative cross-task feature enhancement	98
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	98
AEP: Aligning knowledge graphs via embedding propagation	97
A method of traffic police detection based on attention mechanism in natural scene	96

Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	96
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	96
EDENet: Elaborate density estimation network for crowd counting	96
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	93
A study of growth based morphological development in neural network controlled walkers	92
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	91
Atrous spatial pyramid convolution for object detection with encoder-decoder	91
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	90
A comparative study on movement feature in different directions for micro-expression recognition	90
The consistency analysis of gradient learning under independent covariate shift	89
An accurate and practical algorithm for internet traffic recovery problem	89
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	89
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	89
Editorial Board	88
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	88
Mobile crowdsourcing based on 5G and 6G: A survey	88
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	87
Spatiotemporal semantic structural representation learning for image sequence prediction	87
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	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
Factored heterogeneous similarity model for recommendation with implicit feedback	85
Observer-based H∞<	84
Deep eyes: Joint depth inference using monocular and binocular cues	83
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem	82
A more compact object detector head network with feature enhancement and relational reasoning	82
Focus on hierarchical features: Soft-weighted hierarchical features network	82
Cephalometric landmark detection via global and local encoders and patch-wise attentions	81
ScalingNet: Extracting features from raw EEG data for emotion recognition	81
Adversarial training via multi-guidance and historical memory enhancement	81
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	81
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	80
Progressive face super-resolution with cascaded recurrent convolutional network	80
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	80
A learnable population filter for dynamic multi-objective optimization	79
Salient instance segmentation with region and box-level annotations	79
Tuning N-ary relation extraction as Machine Reading Comprehension	79
CoMaSa:Context Multi-aware Self-attention for emotional response generation	78
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	78
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	77
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	77
Network based on the synergy of knowledge and context for natural language inference	77
Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation	76
Balanced quantum neural architecture search	76
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	74
Enhancing multi-task performance through associative adversarial learning based on selective attacks	74
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	74
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	74
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	73
TS4Net: Two-stage sample selective strategy for rotating object detection	73
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	73
Assistive systems for visually impaired people: A survey on current requirements and advancements	72
Deep domain adaptation via joint transfer networks	72
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	71
Semi-supervised semantic segmentation with cross teacher training	71
Multi-scale graph attention subspace clustering network	71
Depression risk recognition based on gait: A benchmark	69
Prediction of rate of penetration based on drilling conditions identification for drilling process	69
Preparing lessons: Improve knowledge distillation with better supervision	69
Class-aware graph Siamese representation learning	68
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	68
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	68
Neural network model based on global and local features for multi-view mammogram classification	68
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	68
Adaptive lightweight network construction method for Self-Knowledge Distillation	67
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	67
Localization of charging stations for electric vehicles using genetic algorithms	67
A critical analysis of image-based camera pose estimation techniques	66
X-Net: Multi-branch UNet-like network for liver and tumor segmentation from 3D abdominal CT scans	66
Self-Ensemble for Test Time Adaptation	66
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	66
Deep reinforcement learning based active disturbance rejection control for ship course control	66
Graph Neural Network with curriculum learning for imbalanced node classification	66
A robust high-resolution remote sensing image hiding network	65
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	65
Weakly Supervised Semantic Segmentation with Multi-Task Learning and Segment Anything Model	65
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	65
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	65
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	65
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	65

MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	64
Rethinking general underwater object detection: Datasets, challenges, and solutions	64
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	64
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	64
Fully-Distributed Dynamic Event-Triggered Optimized Backstepping Bipartite Consensus Control Based on Neural Network Observer and Reinforcement Learning	64
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	64
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning	63
Scale attentive network for scene recognition	63
AID-purifier: A light auxiliary network for boosting adversarial defense	62
Development of variational quantum deep neural networks for image recognition	62
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	62
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	61
A support vector machine formulation for linear and kernel discriminant analysis	61
Editorial Board	61
Dynamic synchronous graph transformer network for region-level air-quality forecasting	61
Investigating the performance of multi-objective optimization when learning Bayesian Networks	61
A consistency-aware deep capsule network for hierarchical multi-label image classification	61
An adaptive gradient method with transformation bound	61
Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models	61
State consensus cooperative control for a class of nonlinear multi-agent systems with output constraints via ADP approach	60
ChatGPT in threefold: As attacker, target, and evaluator in adversarial attacks	60
Conceptual text region network: Cognition-inspired accurate scene text detection	60
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
SDI: A sparse drift identification approach for force/torque sensor calibration in industrial robots	59
Consensus of a new multi-agent system via multi-task, multi-control mechanism and multi-consensus strategy	59
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	59
iNL: Implicit non-local network	59
NFI-SGAT: Node feature initialization-based streaming graph learning model with graph attention network for critical node identification in temporal networks	59
Neuron importance based verification of neural networks via divide and conquer	58
Using combinatorial optimization to solve entity alignment: An efficient unsupervised model	58
Occlusion-robust FAU recognition by mining latent space of masked autoencoders	58
Moving objects segmentation using generative adversarial modeling	58
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	57
Category boundary re-decision by component labels to improve generation of class activation map	57
A semi-supervised learning approach for COVID-19 detection from chest CT scans	57
Memory degradation induced by attention in recurrent neural architectures	57
A deep feature interaction and fusion model for fake review detection: Advocating heterogeneous graph convolutional network	57
Robust iterative learning control for discrete-time systems with random initial state shifts	57
AnatSwin: An anatomical structure-aware transformer network for cardiac MRI segmentation utilizing label images	57
Reconciliation of statistical and spatial sparsity for robust visual classification	57
Fusing semantic information for syntax-guided paraphrase generation	57
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs	56
Prescribed finite-time adaptive neural trajectory tracking control of quadrotor via output feedback	56
Deep level set learning for optic disc and cup segmentation	56
Monogenic features based single sample face recognition by kernel sparse representation on multiple Riemannian manifolds	56
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview	56
A review on anchor assignment and sampling heuristics in deep learning-based object detection	56
Dense attention networks for texture classification	56
Advancements in few-shot nested Named Entity Recognition: The efficacy of meta-learning convolutional approaches	56
Adaptively forget with crossmodal and textual distillation for class-incremental video captioning	56
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks	55
Dynamic event-triggered finite-horizon robust suboptimal control of multi-player systems with input disturbances	55
Robust anchor-based multi-view clustering via spectral embedded concept factorization	55
Dual-level adaptive incongruity-enhanced model for multimodal sarcasm detection	55
EEG fading data classification based on improved manifold learning with adaptive neighborhood selection	55
Adversarially adaptive temperatures for decoupled knowledge distillation with applications to speaker verification	55
Time-continuous energy-conservation neural network for structural dynamics analysis	55
Multi-view clustering via label-embedded regularized NMF with dual-graph constraints	55
WSSGCN: Wide Sub-stage Graph Convolutional Networks	55
Deep multi-similarity hashing via label-guided network for cross-modal retrieval	55
Multi-task prompt tuning with soft context sharing for vision–language models	55
Two-step scalable spectral clustering algorithm using landmarks and probability density estimation	55
Editorial Board	54
ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment	54
A novel gradient boosting approach for imbalanced regression	54
Editorial Board	54
Potential distribution adjustment and parametric surrogate gradient in spiking neural networks	54
LCL_FDA: Local context learning and full-level decoder aggregation network for large-scale point cloud semantic segmentation	54
Advances in artificial neural networks, machine learning and computational intelligence	53
Context-aware deep kernel networks for image annotation	53
MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation	53
Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator	53
Action-dependent bidirectional contrastive predictive coding for neural belief representations	52
Editorial Board	52
MOEA/UE: A novel multi-objective evolutionary algorithm using a uniformly evolving scheme	52
Editorial Board	52
Editorial Board	52
GraphMoCo: A graph momentum contrast model for large-scale binary function representation learning	52
CSPDAE: Colorization via SuperPixel Downsampler Denoising AutoEncoder towards enhanced color structural clarity	51
Stabilization and synchronization control for discrete-time complex networks via the auxiliary role of edges subsystem	51
GPU implementation of evolving spiking neural P systems	51
Heterogeneous graph attention network with motif clique	51
Designing efficient convolutional neural network structure: A survey	51
AHDet: A dynamic coarse-to-fine gaze strategy for active object detection	51
Gradient-coupled cross-patch attention map for weakly supervised semantic segmentation	51
Cascading graph contrastive learning for multi-behavior recommendation	50
Extending Evolution-Guided Policy Gradient Learning into the multi-objective domain	50
Context-aware graph embedding with gate and attention for session-based recommendation	50
Feature fusion Vision Transformers using MLP-Mixer for enhanced deepfake detection	50
Multi-attribute balanced dataset generation framework AutoSyn and KinFace Channel-Spatial Feature Extractor for kinship recognition	50
Safe reinforcement learning for discrete-time fully cooperative games with partial state and control constraints using control barrier functions	50
Non-local channel aggregation network for single image rain removal	50
Nearest neighbors-based adaptive density peaks clustering with optimized allocation strategy	50
Unifying the syntax and semantics for math word problem solving	50