OOIR: Observatory of International Research

Papers

(The H4-Index of Neurocomputing is 88. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	2362
Editorial Board	1315
Multi-type spectral spatial feature for hyperspectral image classification	658
Building partially understandable convolutional neural networks by differentiating class-related neural nodes	623
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	606
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	590
Combining metaheuristic search and simulation to deal with capacitated aisles in facility layout	520
Parameterizing echo state networks for multi-step time series prediction	466
Enhancing sentiment analysis with distributional emotion embeddings	462
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	461
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	457
A method of repairing single node failure in the distributed storage system based on the regenerating-code and a hybrid genetic algorithm	377
Editorial Board	295
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	270
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	265
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	256
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	249
ZNN for time-variant nonlinear inequality systems: A finite-time solution	242
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	236
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	223
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	199
Model compression through distillation with cross-layer integrated guidance at word level	181
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	179
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples	175
Adaptive map matching based on dynamic word embeddings for indoor positioning	169

Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	169
Cluster consensus with first and higher-order antagonistic interaction dynamics	161
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	160
Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	158
A time-varying neural network for solving minimum spanning tree problem on time-varying network	156
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	150
Ensemble strategy learning for imperfect information games	143
Crafting universal adversarial perturbations with output vectors	140
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	138
Multi Actors-Critic based particle swarm optimization algorithm	137
dlordinal: A Python package for deep ordinal classification	137
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	137
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	135
A new feature selection method based on importance measures for crude oil return forecasting	131
Random forest feature selection for partial label learning	130
Blind face restoration: Benchmark datasets and a baseline model	130
Deep learning-based 3D reconstruction from multiple images: A survey	129
FinerPCN: High fidelity point cloud completion network using pointwise convolution	128
GradCa: Generalizing to unseen domains via gradient calibration	126
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	122
Kernel-based learning of orthogonal functions	122
A novel energy management method for multiple residential energy systems with energy exchange	121
Improving projected fuzzy K-means clustering via robust learning	121
Convolutional neural networks based on fractional-order momentum for parameter training	121
A substructure transfer reinforcement learning method based on metric learning	120
Strategies for time series forecasting with generalized regression neural networks	119
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	119
Learning to localize image forgery using end-to-end attention network	119
Towards improving classification power for one-shot object detection	118
Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function	114
LIFT-SLAM: A deep-learning feature-based monocular visual SLAM method	112
Cycle pixel difference network for crisp edge detection	111
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	109
Region-attentive multimodal neural machine translation	108
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	107
Pose-oriented scene-adaptive matching for abnormal event detection	107
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	103
A multi-constrained zeroing neural network for time-dependent nonlinear optimization with application to mobile robot tracking control	102
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	102
Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay	102
A fast sparse graph based clustering technique using dispersion of data points	100
Overcoming the Price of Anarchy by Steering with Recommendations	100
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	100
Improving generalization capability of object detectors via efficient global attention	100
Multi-modal data clustering using deep learning: A systematic review	99
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	98
A stochastic optimization technique for hyperparameter tuning in reservoir computing	98
Road extraction from satellite images with iterative cross-task feature enhancement	98
AEP: Aligning knowledge graphs via embedding propagation	97
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	96

EDENet: Elaborate density estimation network for crowd counting	96
A method of traffic police detection based on attention mechanism in natural scene	96
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	96
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	93
A study of growth based morphological development in neural network controlled walkers	92
Atrous spatial pyramid convolution for object detection with encoder-decoder	91
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	91
A comparative study on movement feature in different directions for micro-expression recognition	90
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	90
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	89
The consistency analysis of gradient learning under independent covariate shift	89
An accurate and practical algorithm for internet traffic recovery problem	89
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	89
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	88
Mobile crowdsourcing based on 5G and 6G: A survey	88
Editorial Board	88