Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	2160
GradCa: Generalizing to unseen domains via gradient calibration	1204
Focus on hierarchical features: Soft-weighted hierarchical features network	584
Editorial Board	578
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	551
Multi-type spectral spatial feature for hyperspectral image classification	524
Building partially understandable convolutional neural networks by differentiating class-related neural nodes	431
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	428
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	421
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	418
AID-purifier: A light auxiliary network for boosting adversarial defense	408
A method of repairing single node failure in the distributed storage system based on the regenerating-code and a hybrid genetic algorithm	346
Editorial Board	286
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	266
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	264
AEP: Aligning knowledge graphs via embedding propagation	244
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	243
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	238
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	237
A substructure transfer reinforcement learning method based on metric learning	221
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	220
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	208
Class-aware graph Siamese representation learning	204
ZNN for time-variant nonlinear inequality systems: A finite-time solution	187
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	174

Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	167
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	164
Localization of charging stations for electric vehicles using genetic algorithms	157
Model compression through distillation with cross-layer integrated guidance at word level	152
Personalized image observation behavior learning in fixation based personalized salient object segmentation	146
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	144
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	141
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	140
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	140
Adaptive map matching based on dynamic word embeddings for indoor positioning	135
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	134
Minimum unbiased risk estimate based 2DPCA for color image denoising	131
Kernel-based learning of orthogonal functions	131
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	127
Cluster consensus with first and higher-order antagonistic interaction dynamics	127
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	123
Cycle pixel difference network for crisp edge detection	122
A time-varying neural network for solving minimum spanning tree problem on time-varying network	121
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	120
Ensemble strategy learning for imperfect information games	120
Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	119
Crafting universal adversarial perturbations with output vectors	119
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	116
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	115
dlordinal: A Python package for deep ordinal classification	114
Multi Actors-Critic based particle swarm optimization algorithm	113
Adaptive lightweight network construction method for Self-Knowledge Distillation	112
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	111
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	111
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	110
Learning to localize image forgery using end-to-end attention network	109
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem	109
A method of traffic police detection based on attention mechanism in natural scene	108
Convolutional neural networks based on fractional-order momentum for parameter training	102
A joint learning model for click-through prediction in display advertising	101
EDENet: Elaborate density estimation network for crowd counting	99
Blind face restoration: Benchmark datasets and a baseline model	98
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	98
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	98
Enhancing sentiment analysis with distributional emotion embeddings	98
A study of growth based morphological development in neural network controlled walkers	97
A consensus-based decentralized training algorithm for deep neural networks with communication compression	96
Atrous spatial pyramid convolution for object detection with encoder-decoder	96
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	94
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay	93
A multi-constrained zeroing neural network for time-dependent nonlinear optimization with application to mobile robot tracking control	93
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	93
Prediction of rate of penetration based on drilling conditions identification for drilling process	92
Depression risk recognition based on gait: A benchmark	92
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	91

Towards improving classification power for one-shot object detection	90
A more compact object detector head network with feature enhancement and relational reasoning	89
A comparative study on movement feature in different directions for micro-expression recognition	89
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	88
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	87
The consistency analysis of gradient learning under independent covariate shift	87
Mobile crowdsourcing based on 5G and 6G: A survey	87
An accurate and practical algorithm for internet traffic recovery problem	87
Scale attentive network for scene recognition	87
Adversarial training via multi-guidance and historical memory enhancement	85
Factored heterogeneous similarity model for recommendation with implicit feedback	84
Region-attentive multimodal neural machine translation	84
Progressive face super-resolution with cascaded recurrent convolutional network	83
Leader-following consensus of second-order multi-agent systems with intermittent communication via persistent-hold control	83
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	83
Neural network model based on global and local features for multi-view mammogram classification	82
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	81
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	81
Observer-based H∞<	81
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	81
Deep domain adaptation via joint transfer networks	80
X-Net: Multi-branch UNet-like network for liver and tumor segmentation from 3D abdominal CT scans	80
Multi-scale graph attention subspace clustering network	79
Combining metaheuristic search and simulation to deal with capacitated aisles in facility layout	79
Pose-oriented scene-adaptive matching for abnormal event detection	78
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	78
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result	78
Salient instance segmentation with region and box-level annotations	77
A learnable population filter for dynamic multi-objective optimization	77
Tuning N-ary relation extraction as Machine Reading Comprehension	77
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	75
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	75
CoMaSa:Context Multi-aware Self-attention for emotional response generation	74
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	74
Assistive systems for visually impaired people: A survey on current requirements and advancements	74
A stochastic optimization technique for hyperparameter tuning in reservoir computing	74
A consistency-aware deep capsule network for hierarchical multi-label image classification	74
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	73
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning	72
Network based on the synergy of knowledge and context for natural language inference	72
Balanced quantum neural architecture search	72
Preparing lessons: Improve knowledge distillation with better supervision	71
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	71
A novel energy management method for multiple residential energy systems with energy exchange	71
Random forest feature selection for partial label learning	70
Deep eyes: Joint depth inference using monocular and binocular cues	69
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	69
Deep learning-based 3D reconstruction from multiple images: A survey	69
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	69
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	69
FinerPCN: High fidelity point cloud completion network using pointwise convolution	69
Development of variational quantum deep neural networks for image recognition	69
Citywide road-network traffic monitoring using large-scale mobile signaling data	68
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	68
ScalingNet: Extracting features from raw EEG data for emotion recognition	68
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	67
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	67
Cephalometric landmark detection via global and local encoders and patch-wise attentions	67
Dynamic synchronous graph transformer network for region-level air-quality forecasting	66
Graph Neural Network with curriculum learning for imbalanced node classification	66
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	66
A critical analysis of image-based camera pose estimation techniques	65
Parameterizing echo state networks for multi-step time series prediction	65
A fast sparse graph based clustering technique using dispersion of data points	65
Improving projected fuzzy K-means clustering via robust learning	65
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	65
TS4Net: Two-stage sample selective strategy for rotating object detection	65
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	64
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	64
Multi-modal data clustering using deep learning: A systematic review	64
Deep reinforcement learning based active disturbance rejection control for ship course control	64
LIFT-SLAM: A deep-learning feature-based monocular visual SLAM method	63
Strategies for time series forecasting with generalized regression neural networks	63
Road extraction from satellite images with iterative cross-task feature enhancement	63
Rethinking general underwater object detection: Datasets, challenges, and solutions	63
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	62
Semi-supervised semantic segmentation with cross teacher training	62
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	62
A new feature selection method based on importance measures for crude oil return forecasting	62
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	61

Editorial Board	60
ChatGPT in threefold: As attacker, target, and evaluator in adversarial attacks	60
Semi-supervised accuracy predictor-based multi-objective neural architecture search	60
An adaptive gradient method with transformation bound	60
Semi-supervised multiple evidence fusion for brain tumor segmentation	60
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions	60
Investigating the performance of multi-objective optimization when learning Bayesian Networks	60
Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models	60
A support vector machine formulation for linear and kernel discriminant analysis	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	59
Modeling and optimization of trajectory deviation for compound directional drilling in coal mines	59
Exploring the auxiliary learning for long-tailed visual recognition	59
Secure data exchange in Industrial Internet of Things	59
Fully distributed quantized secure bipartite consensus control of nonlinear multiagent systems subject to denial-of-service attacks	59
Consensus of a new multi-agent system via multi-task, multi-control mechanism and multi-consensus strategy	59
Distributed reinforcement learning algorithm of operator service slice competition prediction based on zero-sum markov game	59
Conceptual text region network: Cognition-inspired accurate scene text detection	59
Learning differentiable categorical regions with Gumbel-Softmax for person re-identification	58
Adaptive multi-level feature fusion and attention-based network for arbitrary-oriented object detection in remote sensing imagery	58
iNL: Implicit non-local network	58
Clustering-based detection algorithm of remote state estimation under stealthy innovation-based attacks with historical data	58
Time-continuous energy-conservation neural network for structural dynamics analysis	58
SDI: A sparse drift identification approach for force/torque sensor calibration in industrial robots	58
Enhancing random forest classification with NLP in DAMEH: A system for DAta Management in eHealth Domain	58
Nearest neighbors and density-based undersampling for imbalanced data classification with class overlap	58
Neuron importance based verification of neural networks via divide and conquer	58
Combining multi-view ensemble and surrogate lagrangian relaxation for real-time 3D biomedical image segmentation on the edge	57
Synchronization analysis for delayed spatio-temporal neural networks with fractional-order	57
Bayesian network parameter learning using fuzzy constraints	57
Using combinatorial optimization to solve entity alignment: An efficient unsupervised model	57
Moving objects segmentation using generative adversarial modeling	57
Self-paced data augmentation for training neural networks	57
DRDNN: A robust model for time-variant nonlinear optimization under multiple equality and inequality constraints	56
Memory degradation induced by attention in recurrent neural architectures	56
Occlusion-robust FAU recognition by mining latent space of masked autoencoders	56
AnatSwin: An anatomical structure-aware transformer network for cardiac MRI segmentation utilizing label images	56
A semi-supervised learning approach for COVID-19 detection from chest CT scans	55
Multi-task prompt tuning with soft context sharing for vision–language models	55
Fusing semantic information for syntax-guided paraphrase generation	55
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks	55
Robust iterative learning control for discrete-time systems with random initial state shifts	55
Reconciliation of statistical and spatial sparsity for robust visual classification	55
Robust anchor-based multi-view clustering via spectral embedded concept factorization	54
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview	54
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs	54
A novel metric learning framework by exploiting global and local information	54
Stabilization and synchronization control for discrete-time complex networks via the auxiliary role of edges subsystem	54
Monogenic features based single sample face recognition by kernel sparse representation on multiple Riemannian manifolds	54
Category boundary re-decision by component labels to improve generation of class activation map	54
A deep feature interaction and fusion model for fake review detection: Advocating heterogeneous graph convolutional network	54
A parallel neural network based structural anomaly detection: Leveraging time-frequency domain features	54
A review on anchor assignment and sampling heuristics in deep learning-based object detection	53
DADRnet: Cross-domain image dehazing via domain adaptation and disentangled representation	53
Pair-wise aspect and opinion terms extraction as graph parsing via a novel mutually-aware interaction mechanism	53
Adaptively forget with crossmodal and textual distillation for class-incremental video captioning	53
An autonomous learning mobile robot using biological reward modulate STDP	53
Autonomous quadrotor obstacle avoidance based on dueling double deep recurrent Q-learning with monocular vision	53
Advancements in few-shot nested Named Entity Recognition: The efficacy of meta-learning convolutional approaches	53
Evolutionary Computation in bioinformatics: A survey	53
MHGTN: Multi-Interaction Heterogeneous Graph Transformer Network for Knowledge Graph Completion	53
Deep level set learning for optic disc and cup segmentation	53
Dynamic event-triggered finite-horizon robust suboptimal control of multi-player systems with input disturbances	53
Dense attention networks for texture classification	53
Self-supervised learning based transformer and convolution hybrid network for one-shot organ segmentation	53
Prescribed finite-time adaptive neural trajectory tracking control of quadrotor via output feedback	53
Deep multi-similarity hashing via label-guided network for cross-modal retrieval	52
Multi-label enhancement based self-supervised deep cross-modal hashing	52
Robust doubly stochastic graph clustering	52
Synergizing triple attention with depth quality for RGB-D salient object detection	52
Gradient-coupled cross-patch attention map for weakly supervised semantic segmentation	52
Discriminative adversarial domain generalization with meta-learning based cross-domain validation	52
Advances in artificial neural networks, machine learning and computational intelligence	51
Editorial Board	51
Context-aware deep kernel networks for image annotation	51
RMDC: Rotation-mask deformable convolution for object detection in top-view fisheye cameras	51
Editorial Board	51
Potential distribution adjustment and parametric surrogate gradient in spiking neural networks	51
Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator	51
ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment	51
LCL_FDA: Local context learning and full-level decoder aggregation network for large-scale point cloud semantic segmentation	51
MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation	51
Two-step scalable spectral clustering algorithm using landmarks and probability density estimation	50
Editorial Board	50
Editorial Board	50
GraphMoCo: A graph momentum contrast model for large-scale binary function representation learning	50
One-shot Video Graph Generation for Explainable Action Reasoning	50
IAFMVS: Iterative Depth Estimation with Adaptive Features for Multi-View Stereo	50
Action-dependent bidirectional contrastive predictive coding for neural belief representations	50
Learning digital camera pipeline for extreme low-light imaging	50
MOEA/UE: A novel multi-objective evolutionary algorithm using a uniformly evolving scheme	49
DMMGNet: A discrimination mapping and memory bank mean guidance-based network for high-performance few-shot industrial anomaly detection	49
Graph representation learning via redundancy reduction	49
AHDet: A dynamic coarse-to-fine gaze strategy for active object detection	49
Editorial Board	49