OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 62. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Editorial Board	365
Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals	340
Corrigendum to “Noise-resistant predefined-time convergent ZNN models for dynamic least squares and multi-agent systems” [Neural Networks 187 (2025) 107412]	323
Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation	236
NN/ENNS/JNNS - Membership Applic. Form	216
Towards global neural network abstractions with locally-exact reconstruction	190
Editorial Board	179
Editorial Board	154
A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG	140
Event-triggered H∞	135
Reinforced mixture learning	127
Deep semi-supervised learning via dynamic anchor graph embedding in latent space	126
Predictive accuracy of CNN for cortical oscillatory activity in an acute rat model of parkinsonism	126
Aspect sentiment learning for Aspect-Level Sentiment Classification	124
EAAR: Efficient and Accurate Action Recognition model with enhanced spatio-temporal perception	122
Distributed multi-timescale algorithm for nonconvex optimization problem: A control perspective	118
GEPAF: A non-monotonic generalized activation function in neural network for improving prediction with diverse data distributions characteristics	113
MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule	110
Enhancing space–time video super-resolution via spatial–temporal feature interaction	110
Learning shared template representation with augmented feature for multi-object pose estimation	105
RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation	103
Dynamic planning in hierarchical active inference	101
Modeling multi-scale uncertainty with evidence integration for reliable polyp segmentation	101
Nonlinear feature selection for support vector quantile regression	97
Attention-based random forest and contamination model	94

INN/ENNS/JNNS - Membership Applic. Form	91
Graph anomaly detection based on hybrid node representation learning	91
CURRENT EVENTS	90
Central loss guides coordinated Transformer for reliable anatomical landmark detection	89
Backdoor attacks on unsupervised graph representation learning	88
Flexibly regularized mixture models and application to image segmentation	87
RASP: Regularization-based Amplitude Saliency Pruning	86
KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings	85
Salience Interest Option: Temporal abstraction with salience interest functions	84
Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks	84
Graph convolutional network with tree-guided anisotropic message passing	83
DPGCL: Dual pass filtering based graph contrastive learning	82
MsDUNE: A multi-scale masked temporal fusion framework for speaker-independent lipreading via Dirichlet uncertainty estimation	80
Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approach	80
Partial label learning: Taxonomy, analysis and outlook	80
Deep prior embedding method for Electrical Impedance Tomography	78
Automated tactics planning for cyber attack and defense based on large language model agents	78
Variational autoencoder for distributional learning via quantile function estimation	77
Oblique and rotation double random forest	77
CognitMoE: A cognition-aware collaborative multi-expert network for bipolar disorder diagnosis	75
Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber–physical systems under deception attacks	75
Regional crowd flow estimation from aerial view	75
Adams-based hierarchical features fusion network for image dehazing	74
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment	73
Deep graph representation learning for influence maximization with accelerated inference	73
Sign potential-driven multiplicative optimization for robust deep reinforcement learning	70
Explainable hybrid word representations for sentiment analysis of financial news	70
SNR: Symbolic network-based rectifiable learning framework for symbolic regression	70
Fixed-time synchronization of proportional delay memristive complex-valued competitive neural networks	67
Chaos and multi-layer attractors in asymmetric neural networks coupled with discrete fractional memristor	66
Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction	66
Spatial–temporal recurrent reinforcement learning for autonomous ships	66
Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition	66
Neural operators for robust output regulation of hyperbolic PDEs	65
Graph-level Contrastive Learning with Self-aware and Cross-sample Topology Augmentation for Brain Disorder Diagnosis using rs-fMRI	64
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision	63
Fixed/Preassigned-time synchronization of quaternion-valued neural networks via pure power-law control	63
Boosting adversarial robustness via self-paced adversarial training	62
Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild	62