OOIR: Observatory of International Research

Papers

(The H4-Index of Neurocomputing is 87. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	1452
Overcoming the Price of Anarchy by Steering with Recommendations	782
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	751
Improving generalization capability of object detectors via efficient global attention	710
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing	706
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	542
Learning hierarchical image feature for efficient image rectification	541
fRAKI: k-space deep learning with offline data-universal and online scan-specific priors	510
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	505
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	300
MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	297
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	293
Editorial Board	291
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	267
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	259
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	220
Enhancing sentiment analysis with distributional emotion embeddings	207
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	205
Balanced quantum neural architecture search	203
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	192
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	188
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	186
Degradation-adaptive attack-robust self-supervised facial representation learning	184
Interactive triplet attention for few-shot fine-grained image classification	181
Cycle pixel difference network for crisp edge detection	170

Pose-oriented scene-adaptive matching for abnormal event detection	170
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	169
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	166
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	166
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	159
Hierarchical Reasoning Enhanced Few-Shot Multimodal Sentiment Analysis	156
Adaptive neural network tracking control for nonlinear interconnected time-delay systems with prescribed performance	156
MKE-PLLM: A benchmark for multilingual knowledge editing on pretrained large language model	148
A robust high-resolution remote sensing image hiding network	145
Class-aware graph Siamese representation learning	143
A substructure transfer reinforcement learning method based on metric learning	142
Mobile crowdsourcing based on 5G and 6G: A survey	140
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	135
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	134
AEP: Aligning knowledge graphs via embedding propagation	133
ZNN for time-variant nonlinear inequality systems: A finite-time solution	132
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	132
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	130
Network based on the synergy of knowledge and context for natural language inference	129
Scale attentive network for scene recognition	128
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	122
Region-attentive multimodal neural machine translation	122
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	121
Prediction of rate of penetration based on drilling conditions identification for drilling process	120
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	120
Semi-SNN: Biological-inspired semi-supervised image classification with spiking neural networks	120
Multi-modal data clustering using deep learning: A systematic review	119
Development of variational quantum deep neural networks for image recognition	119
Random forest feature selection for partial label learning	119
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	117
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	113
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images	110
Learning to localize image forgery using end-to-end attention network	109
Learning-based sliding mode control of discrete markov jump systems with actuator faults via action-critic-disturbance neural network approach	109
Dynamic synchronous graph transformer network for region-level air-quality forecasting	108
dlordinal: A Python package for deep ordinal classification	107
Depression risk recognition based on gait: A benchmark	106
Talent3D: Optimizing geometry and enhancing appearance for high-quality Text-to-3D shape generation	105
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	104
Deep contrastive variational subspace clustering	103
Self-ensemble for test time adaptation	102
H3	102
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	98
LightSpikformer: A compression framework for spiking transformer via low-rank decomposition of tensor networks	97
Kernel clustering with automatic variable weighting for interval data	97
Path planning based on improved deep Q-network algorithm for bionic robotic fish with ocean currents	95
MM-instruct: Generated visual instructions for large multimodal model alignment	95
Fully-distributed dynamic event-triggered optimized backstepping bipartite consensus control based on neural network observer and reinforcement learning	95
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	94
Small sample hyperspectral image classification based on spiking re-parameterization and multi-discriminator adversarial	94

Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	93
Enhancing multi-task performance through associative adversarial learning based on selective attacks	93
Coexistence of non-ideal threshold logic units and multiplicative input noise in DNN-kWTA networks	92
SEMPose: A single end-to-end network for multi-object pose estimation	92
Blind face restoration: Benchmark datasets and a baseline model	91
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	91
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	90
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	90
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	89
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic	89
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	88
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	88