OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computing & Applications is 72. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Special issue on AI-based web information processing	567
Neural acceleration of incomplete factorization preconditioning	503
Performance evaluation of cluster-based federated machine learning	438
Estimation of leaf Mg values of apple trees in early period with machine learning methods	380
Object modeling through weightless tracking	353
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection	345
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations	341
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection	303
Improving Chinese word segmentation with character–lexicon class attention	283
Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN	252
Who should I trust? Cautiously learning with unreliable experts	231
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction	209
Event prediction within directional change framework using a CNN-LSTM model	198
MindfulLIME: a stable solution for explanations of machine learning models with enhanced localization precision—a medical image case study	184
Physics-guided time-series transformer for accurate and robust battery SOC estimation	171
EAMultiRes-DSPP: an efficient attention-based multi-residual network with dilated spatial pyramid pooling for identifying plant disease	164
Defense against adversarial attacks via textual embeddings based on semantic associative field	161
A hybrid approach to real-time multi-target tracking	153
Machine learning based multipurpose medical image watermarking	151
Stable online adaptive formation control for leader-follower mobile robots based on reinforcement learning	150
Improving automated latent fingerprint detection and segmentation using deep convolutional neural network	145
An intelligent approach for autism spectrum disorder diagnosis and rehabilitation features identification	142
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer	140
An efficient and scalable semi-supervised framework for semantic segmentation	139
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications	139

Hierarchical capsule network for hyperspectral image classification	139
Real-time guidance for powered landing of reusable rockets via deep learning	137
An integrated biomedical images security approach to secure healthcare system	133
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling	130
JSMix: a holistic algorithm for learning with label noise	124
LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features	123
An effective variational auto-encoder-based model for traffic flow imputation	122
Lyapunov-guided representation of recurrent neural network performance	115
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer	115
Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation	114
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks	113
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system	113
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features	112
Energy enhancement of routing protocol with hidden Markov model in wireless sensor networks	112
Transparent deep machine learning framework for predicting traffic crash severity	108
Automated steel surface defect detection and classification using a new deep learning-based approach	107
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction	107
A novel technique for evaluating and selecting wealthtech apps based on interval type−2 intuitionistic fuzzy technique for order preference by similarity to ideal solution	103
Constructing a multimodal feature set for pain intensity classification	101
Hybrid ConvTransLSTM for spatio-temporal classification: identifying early Parkinson’s disease from gait patterns	98
A novel meta-learning initialization method for physics-informed neural networks	97
Deep learning and vision transformers-based framework for breast cancer and subtype identification	95
Chimera states and information transfer in interacting populations of map-based neurons	95
Detection and classification of photovoltaic module defects based on artificial intelligence	94
Deep learning-based approaches for robust classification of cervical cancer	93
Diagnosis of breast cancer molecular subtypes using machine learning models on unimodal and multimodal datasets	91
Predict customer churn using combination deep learning networks model	90
Accelerated black hole optimization algorithm with enhanced FOPID controller for omni-wheel drive mobile robot system	90
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting	90
Integration of global and local information for text classification	88
Robust bipedal walking control through a privileged learning-based, hierarchical imitation learning method	88
EEG-motion: a novel algorithm that detect restless legs syndrome using EEG signals on polysomnography	88
LWIR2Vis-Net: feature injection-augmented encoder-decoder for efficient thermal-to-visible image translation	87
Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans	86
An interactive deep model combined with Retinex for low-light visible and infrared image fusion	86
Distilled pooling transformer encoder for efficient realistic image dehazing	84
A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem	82
A novel algorithm based on DNA coding for substitution box generation problem	81
Analysis of regional climate variables by using neural Granger causality	81
Intercity round-trip multi-region demand prediction based on multi-task fusion recurrent graph attention network	79
A framework for classifying breast cancer based on deep features integration and selection	77
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers	73
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey	73
From fair solutions to compromise solutions in multi-objective deep reinforcement learning	73
A new hybrid recurrent artificial neural network for time series forecasting	73
Integrating plant growth monitoring in a precision intrarow hoeing tool through canopy cover segmentation	72
Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning	72