OOIR: Observatory of International Research

Papers

(The H4-Index of Neurocomputing is 90. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	1548
Overcoming the Price of Anarchy by Steering with Recommendations	912
Learning hierarchical image feature for efficient image rectification	856
fRAKI: k-space deep learning with offline data-universal and online scan-specific priors	780
Editorial Board	568
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	567
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	543
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	540
An accurate and practical algorithm for internet traffic recovery problem	328
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	324
Ensemble strategy learning for imperfect information games	316
Kernel-based learning of orthogonal functions	306
Editorial Board	288
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	272
Adaptive map matching based on dynamic word embeddings for indoor positioning	229
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	224
Crafting universal adversarial perturbations with output vectors	222
Road extraction from satellite images with iterative cross-task feature enhancement	219
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	204
Focus on hierarchical features: Soft-weighted hierarchical features network	203
Cluster consensus with first and higher-order antagonistic interaction dynamics	201
A novel energy management method for multiple residential energy systems with energy exchange	200
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	199
Multi Actors-Critic based particle swarm optimization algorithm	196
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	192

GradCa: Generalizing to unseen domains via gradient calibration	190
A new robust semi-supervised clustering method based on adaptive credibility estimation and locality preservation	182
A study of growth based morphological development in neural network controlled walkers	181
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	179
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	174
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	169
Class-aware graph Siamese representation learning	167
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	166
Region-attentive multimodal neural machine translation	161
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	158
AEP: Aligning knowledge graphs via embedding propagation	155
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	152
Coexistence of non-ideal threshold logic units and multiplicative input noise in DNN-kWTA networks	148
Deep contrastive variational subspace clustering	148
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	141
Adaptive neural network tracking control for nonlinear interconnected time-delay systems with prescribed performance	141
Spatiotemporal semantic structural representation learning for image sequence prediction	137
A robust high-resolution remote sensing image hiding network	135
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	135
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	134
Enhancing multi-task performance through associative adversarial learning based on selective attacks	133
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	133
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	132
LightSpikformer: A compression framework for spiking transformer via low-rank decomposition of tensor networks	128
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	128
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing	127
	127
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	126
Salient instance segmentation with region and box-level annotations	125
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	125
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	122
Cephalometric landmark detection via global and local encoders and patch-wise attentions	120
Kernel clustering with automatic variable weighting for interval data	119
A stochastic optimization technique for hyperparameter tuning in reservoir computing	118
Improving projected fuzzy K-means clustering via robust learning	117
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	114
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	110
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	109
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	109
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	108
The consistency analysis of gradient learning under independent covariate shift	108
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	107
Editorial Board	105
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	103
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	103
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	102
Path planning based on improved deep Q-network algorithm for bionic robotic fish with ocean currents	100
A more compact object detector head network with feature enhancement and relational reasoning	100
Multi-type spectral spatial feature for hyperspectral image classification	100
Self-ensemble for test time adaptation	99

SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	98
Small sample hyperspectral image classification based on spiking re-parameterization and multi-discriminator adversarial	98
Weakly supervised semantic segmentation with multi-task learning and segment anything model	96
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	96
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	96
A meta-survey of adversarial attacks against artificial intelligence algorithms, including diffusion models	96
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	95
Semi-supervised semantic segmentation with cross teacher training	95
Interactive triplet attention for few-shot fine-grained image classification	95
A learnable population filter for dynamic multi-objective optimization	95
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	95
Text-to-image person re-identification via collaborating pre-trained diffusion and discriminative models	94
Degradation-adaptive attack-robust self-supervised facial representation learning	93
A new feature selection method based on importance measures for crude oil return forecasting	91
Network based on the synergy of knowledge and context for natural language inference	91
Sensitivity-propagated dual-frequency graph neural network for multivariate time series forecasting	90
A survey of neural signal decoding based on domain adaptation	90