Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	2069
A novel energy management method for multiple residential energy systems with energy exchange	1144
GradCa: Generalizing to unseen domains via gradient calibration	558
Focus on hierarchical features: Soft-weighted hierarchical features network	553
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	531
Editorial Board	504
A consistency-aware deep capsule network for hierarchical multi-label image classification	413
Observer-based H∞<	413
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	400
Tuning N-ary relation extraction as Machine Reading Comprehension	400
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	372
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	338
Multi-type spectral spatial feature for hyperspectral image classification	289
Building partially understandable convolutional neural networks by differentiating class-related neural nodes	278
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	257
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	257
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	234
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	231
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	230
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	229
AID-purifier: A light auxiliary network for boosting adversarial defense	209
A method of repairing single node failure in the distributed storage system based on the regenerating-code and a hybrid genetic algorithm	207
Editorial Board	205
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	194
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	178

Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	170
Balanced quantum neural architecture search	160
Information capacity of a stochastically responding neuron assembly	158
AEP: Aligning knowledge graphs via embedding propagation	151
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	146
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	142
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	135
A substructure transfer reinforcement learning method based on metric learning	134
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	133
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	133
Class-aware graph Siamese representation learning	131
Network based on the synergy of knowledge and context for natural language inference	129
ZNN for time-variant nonlinear inequality systems: A finite-time solution	129
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	128
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	127
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	121
Factored heterogeneous similarity model for recommendation with implicit feedback	120
Model compression through distillation with cross-layer integrated guidance at word level	118
Citywide road-network traffic monitoring using large-scale mobile signaling data	118
Localization of charging stations for electric vehicles using genetic algorithms	118
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	118
Personalized image observation behavior learning in fixation based personalized salient object segmentation	116
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	114
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	114
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	113
Region-attentive multimodal neural machine translation	112
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	111
Deep eyes: Joint depth inference using monocular and binocular cues	110
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	110
Adaptive map matching based on dynamic word embeddings for indoor positioning	110
Minimum unbiased risk estimate based 2DPCA for color image denoising	109
Kernel-based learning of orthogonal functions	109
Cluster consensus with first and higher-order antagonistic interaction dynamics	107
Multi-label thresholding for cost-sensitive classification	106
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	104
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	103
A time-varying neural network for solving minimum spanning tree problem on time-varying network	99
FinerPCN: High fidelity point cloud completion network using pointwise convolution	99
Cycle pixel difference network for crisp edge detection	99
Ensemble strategy learning for imperfect information games	97
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	97
Pose-oriented scene-adaptive matching for abnormal event detection	96
Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	96
Crafting universal adversarial perturbations with output vectors	95
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	93
dlordinal: A Python package for deep ordinal classification	91
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	91
Multi Actors-Critic based particle swarm optimization algorithm	91
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	91
Adaptive lightweight network construction method for Self-Knowledge Distillation	90

Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	90
Convolutional neural networks based on fractional-order momentum for parameter training	89
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	89
Learning to localize image forgery using end-to-end attention network	89
EDENet: Elaborate density estimation network for crowd counting	88
A method of traffic police detection based on attention mechanism in natural scene	88
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	86
A stochastic optimization technique for hyperparameter tuning in reservoir computing	85
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem	85
A learnable population filter for dynamic multi-objective optimization	84
Deep domain adaptation via joint transfer networks	84
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	83
Blind face restoration: Benchmark datasets and a baseline model	83
A joint learning model for click-through prediction in display advertising	83
A study of growth based morphological development in neural network controlled walkers	82
Atrous spatial pyramid convolution for object detection with encoder-decoder	82
A consensus-based decentralized training algorithm for deep neural networks with communication compression	82
Assistive systems for visually impaired people: A survey on current requirements and advancements	81
A multi-constrained zeroing neural network for time-dependent nonlinear optimization with application to mobile robot tracking control	80
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay	80
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	80
Combining metaheuristic search and simulation to deal with capacitated aisles in facility layout	79
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	79
CoMaSa:Context Multi-aware Self-attention for emotional response generation	78
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	78
A new feature selection method based on importance measures for crude oil return forecasting	78
Multi-scale graph attention subspace clustering network	77
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	77
Neural network model based on global and local features for multi-view mammogram classification	76
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	76
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	75
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	75
ScalingNet: Extracting features from raw EEG data for emotion recognition	75
An accurate and practical algorithm for internet traffic recovery problem	74
A critical analysis of image-based camera pose estimation techniques	74
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	74
Preparing lessons: Improve knowledge distillation with better supervision	73
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	73
Salient instance segmentation with region and box-level annotations	73
Prediction of rate of penetration based on drilling conditions identification for drilling process	72
Improving projected fuzzy K-means clustering via robust learning	72
Parameterizing echo state networks for multi-step time series prediction	72
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	72
Strategies for time series forecasting with generalized regression neural networks	71
Towards improving classification power for one-shot object detection	70
Deep reinforcement learning based active disturbance rejection control for ship course control	70
A more compact object detector head network with feature enhancement and relational reasoning	70
Dynamic synchronous graph transformer network for region-level air-quality forecasting	69
A comparative study on movement feature in different directions for micro-expression recognition	69
Cephalometric landmark detection via global and local encoders and patch-wise attentions	68
Deep learning-based 3D reconstruction from multiple images: A survey	68
Development of variational quantum deep neural networks for image recognition	68
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	67
Depression risk recognition based on gait: A benchmark	67
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	66
Random forest feature selection for partial label learning	66
Semi-supervised semantic segmentation with cross teacher training	66
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	65
LIFT-SLAM: A deep-learning feature-based monocular visual SLAM method	65
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	65
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	65
Adversarial training via multi-guidance and historical memory enhancement	65
A fast sparse graph based clustering technique using dispersion of data points	65
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	64
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning	64
Road extraction from satellite images with iterative cross-task feature enhancement	64
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	64
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	64
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	64
Enhancing multi-task performance through associative adversarial learning based on selective attacks	64
Progressive face super-resolution with cascaded recurrent convolutional network	63
X-Net: Multi-branch UNet-like network for liver and tumor segmentation from 3D abdominal CT scans	63
TS4Net: Two-stage sample selective strategy for rotating object detection	63
Rethinking general underwater object detection: Datasets, challenges, and solutions	63
Scale attentive network for scene recognition	62
An adaptive gradient method with transformation bound	62
Sampling-based epoch differentiation calibrated graph convolution network for point-of-interest recommendation	62
Graph Neural Network with curriculum learning for imbalanced node classification	62
Mobile crowdsourcing based on 5G and 6G: A survey	62
Editorial Board	62

Multi-modal data clustering using deep learning: A systematic review	62
Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models	62
Investigating the performance of multi-objective optimization when learning Bayesian Networks	61
A support vector machine formulation for linear and kernel discriminant analysis	61
Semi-supervised multiple evidence fusion for brain tumor segmentation	61
Adversarially adaptive temperatures for decoupled knowledge distillation with applications to speaker verification	60
ChatGPT in threefold: As attacker, target, and evaluator in adversarial attacks	60
Nearest neighbors-based adaptive density peaks clustering with optimized allocation strategy	59
Adaptive multi-scale Graph Neural Architecture Search framework	59
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions	59
State consensus cooperative control for a class of nonlinear multi-agent systems with output constraints via ADP approach	59
Secure data exchange in Industrial Internet of Things	58
Monogenic features based single sample face recognition by kernel sparse representation on multiple Riemannian manifolds	58
Adaptive multi-level feature fusion and attention-based network for arbitrary-oriented object detection in remote sensing imagery	58
Fully distributed quantized secure bipartite consensus control of nonlinear multiagent systems subject to denial-of-service attacks	58
Consensus of a new multi-agent system via multi-task, multi-control mechanism and multi-consensus strategy	58
Semi-supervised accuracy predictor-based multi-objective neural architecture search	58
Time-continuous energy-conservation neural network for structural dynamics analysis	57
Enhancing random forest classification with NLP in DAMEH: A system for DAta Management in eHealth Domain	57
Nearest neighbors and density-based undersampling for imbalanced data classification with class overlap	57
Dynamic event-triggered finite-horizon robust suboptimal control of multi-player systems with input disturbances	57
NFI-SGAT: Node feature initialization-based streaming graph learning model with graph attention network for critical node identification in temporal networks	57
Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification	57
A machine learning-based forecasting system of perishable cargo flow in maritime transport	57
EEG-based epileptic seizure detection using deep learning techniques: A survey	57
Multi-stage dimension reduction for expensive sparse multi-objective optimization problems	57
Distributed reinforcement learning algorithm of operator service slice competition prediction based on zero-sum markov game	56
iNL: Implicit non-local network	56
Combining multi-view ensemble and surrogate lagrangian relaxation for real-time 3D biomedical image segmentation on the edge	56
Learning differentiable categorical regions with Gumbel-Softmax for person re-identification	56
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	56
Moving objects segmentation using generative adversarial modeling	56
A biological-like controller using improved spiking neural networks	56
SDI: A sparse drift identification approach for force/torque sensor calibration in industrial robots	56
Self-paced data augmentation for training neural networks	56
Neuron importance based verification of neural networks via divide and conquer	56
Memory degradation induced by attention in recurrent neural architectures	55
Using combinatorial optimization to solve entity alignment: An efficient unsupervised model	55
AnatSwin: An anatomical structure-aware transformer network for cardiac MRI segmentation utilizing label images	55
Occlusion-robust FAU recognition by mining latent space of masked autoencoders	55
Deep multi-similarity hashing via label-guided network for cross-modal retrieval	55
Synchronization analysis for delayed spatio-temporal neural networks with fractional-order	55
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	55
Bayesian network parameter learning using fuzzy constraints	55
Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks	55
A novel metric learning framework by exploiting global and local information	54
A semi-supervised learning approach for COVID-19 detection from chest CT scans	54
Fusing semantic information for syntax-guided paraphrase generation	54
Reconciliation of statistical and spatial sparsity for robust visual classification	54
Robust iterative learning control for discrete-time systems with random initial state shifts	54
Multi-task prompt tuning with soft context sharing for vision–language models	54
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks	54
A review on anchor assignment and sampling heuristics in deep learning-based object detection	53
Robust anchor-based multi-view clustering via spectral embedded concept factorization	53
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision	53
A deep feature interaction and fusion model for fake review detection: Advocating heterogeneous graph convolutional network	53
Element graph-augmented abstractive summarization for legal public opinion news with graph transformer	53
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs	53
Category boundary re-decision by component labels to improve generation of class activation map	53
Robust model-free control for redundant robotic manipulators based on zeroing neural networks activated by nonlinear functions	53
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview	53
Modeling and optimization of trajectory deviation for compound directional drilling in coal mines	52
Non-reduced order strategies for global dissipativity of memristive neutral-type inertial neural networks with mixed time-varying delays	52
Exploring the auxiliary learning for long-tailed visual recognition	52
WSSGCN: Wide Sub-stage Graph Convolutional Networks	52
Stabilization and synchronization control for discrete-time complex networks via the auxiliary role of edges subsystem	52
Filter pruning by quantifying feature similarity and entropy of feature maps	51
Pair-wise aspect and opinion terms extraction as graph parsing via a novel mutually-aware interaction mechanism	51
Autonomous quadrotor obstacle avoidance based on dueling double deep recurrent Q-learning with monocular vision	51
Gradient-coupled cross-patch attention map for weakly supervised semantic segmentation	51
Dependency graph enhanced interactive attention network for aspect sentiment triplet extraction	51
Neural network-based sliding mode controllers applied to robot manipulators: A review	51
Distance-reconstructed dependency enhanced aspect-based sentiment analysis with sentiment strength	51
Self-supervised learning based transformer and convolution hybrid network for one-shot organ segmentation	50
Evolutionary Computation in bioinformatics: A survey	50
Deep level set learning for optic disc and cup segmentation	50
Aggregating transformers and CNNs for salient object detection in optical remote sensing images	50
k-NN attention-based video vision transformer for action recognition	50
Safe reinforcement learning for discrete-time fully cooperative games with partial state and control constraints using control barrier functions	50
Adaptively forget with crossmodal and textual distillation for class-incremental video captioning	50
Mean-square stability of stochastic Clifford-valued Cohen-Grossberg neural networks with variable coefficients and time-varying delays	50
MHGTN: Multi-Interaction Heterogeneous Graph Transformer Network for Knowledge Graph Completion	50
Enhancing Neural Sign Language Translation by highlighting the facial expression information	50
An autonomous learning mobile robot using biological reward modulate STDP	50
TextGuise: Adaptive adversarial example attacks on text classification model	50
Prescribed finite-time adaptive neural trajectory tracking control of quadrotor via output feedback	50
A review of object tracking methods: From general field to autonomous vehicles	50
Span-based dependency-enhanced graph convolutional network for aspect sentiment triplet extraction	50
A dependency syntactic knowledge augmented interactive architecture for end-to-end aspect-based sentiment analysis	50
DADRnet: Cross-domain image dehazing via domain adaptation and disentangled representation	50
Denoising of MR and CT images using cascaded multi-supervision convolutional neural networks with progressive training	50
V-LPDR: Towards a unified framework for license plate detection, tracking, and recognition in real-world traffic videos	50
Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects	49
Dual-level adaptive incongruity-enhanced model for multimodal sarcasm detection	49
Editorial Board	49