OOIR: Observatory of International Research

Papers

(The H4-Index of Neurocomputing is 85. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)

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
Cluster consensus with first and higher-order antagonistic interaction dynamics	127
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	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
Ensemble strategy learning for imperfect information games	120
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	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
Atrous spatial pyramid convolution for object detection with encoder-decoder	96
A consensus-based decentralized training algorithm for deep neural networks with communication compression	96
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	94
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	93
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
Depression risk recognition based on gait: A benchmark	92
Prediction of rate of penetration based on drilling conditions identification for drilling process	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 comparative study on movement feature in different directions for micro-expression recognition	89
A more compact object detector head network with feature enhancement and relational reasoning	89
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	88
An accurate and practical algorithm for internet traffic recovery problem	87
Scale attentive network for scene recognition	87
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
Adversarial training via multi-guidance and historical memory enhancement	85