OOIR: Observatory of International Research

Papers

(The H4-Index of Neurocomputing is 84. 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 2021-05-01 to 2025-05-01.)

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
Observer-based H∞<	413
A consistency-aware deep capsule network for hierarchical multi-label image classification	413
Tuning N-ary relation extraction as Machine Reading Comprehension	400
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	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
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	133
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	133
Class-aware graph Siamese representation learning	131
ZNN for time-variant nonlinear inequality systems: A finite-time solution	129
Network based on the synergy of knowledge and context for natural language inference	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
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
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
Personalized image observation behavior learning in fixation based personalized salient object segmentation	116
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	114
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	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
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
Deep eyes: Joint depth inference using monocular and binocular cues	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
FinerPCN: High fidelity point cloud completion network using pointwise convolution	99
Cycle pixel difference network for crisp edge detection	99
A time-varying neural network for solving minimum spanning tree problem on time-varying network	99
Ensemble strategy learning for imperfect information games	97
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	97
Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	96
Pose-oriented scene-adaptive matching for abnormal event detection	96
Crafting universal adversarial perturbations with output vectors	95
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	93
Multi Actors-Critic based particle swarm optimization algorithm	91
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	91
dlordinal: A Python package for deep ordinal classification	91
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	91
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	90

Adaptive lightweight network construction method for Self-Knowledge Distillation	90
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
Convolutional neural networks based on fractional-order momentum for parameter training	89
A method of traffic police detection based on attention mechanism in natural scene	88
EDENet: Elaborate density estimation network for crowd counting	88
Robust tracking control of uncertain nonlinear systems with adaptive dynamic programming	86
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem	85
A stochastic optimization technique for hyperparameter tuning in reservoir computing	85
A learnable population filter for dynamic multi-objective optimization	84
Deep domain adaptation via joint transfer networks	84