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 2021-11-01 to 2025-11-01.)

Article	Citations
Lyapunov-guided representation of recurrent neural network performance	479
Retraction Note: Some new dual hesitant fuzzy linguistic operators based on Archimedean t-norm and t-conorm	466
Special issue on AI-based web information processing	334
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications	318
An efficient and scalable semi-supervised framework for semantic segmentation	277
BO–SHAP–BLS: a novel machine learning framework for accurate forecasting of COVID-19 testing capabilities	262
Development of a design tool for the horizontal stabilizer of a helicopter using artificial neural networks	246
Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation	238
Open set task augmentation facilitates generalization of deep neural networks trained on small data sets	234
Energy enhancement of routing protocol with hidden Markov model in wireless sensor networks	224
Neural acceleration of incomplete factorization preconditioning	224
Incremental deep learning for reflectivity data recognition in stomatology	209
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer	207
An intelligent approach for autism spectrum disorder diagnosis and rehabilitation features identification	205
Performance evaluation of cluster-based federated machine learning	196
Estimation of leaf Mg values of apple trees in early period with machine learning methods	186
Object modeling through weightless tracking	179
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations	150
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection	150
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection	150
Improving Chinese word segmentation with character–lexicon class attention	144
Defense against adversarial attacks via textual embeddings based on semantic associative field	133
Observer-based adaptive control and faults estimation for T-S fuzzy singular fractional order systems	123
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features	120
An interactive deep model combined with Retinex for low-light visible and infrared image fusion	120

Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction	120
A feature selection method based on Shapley values robust for concept shift in regression	117
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting	116
Reinforcement learning-based control of improved hybrid current modulated dual active bridge AC/DC converter	116
Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans	114
Patient activity recognition using radar sensors and machine learning	113
RETRACTED ARTICLE: Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction	113
Chimera states and information transfer in interacting populations of map-based neurons	112
Improving automated latent fingerprint detection and segmentation using deep convolutional neural network	111
A new hybrid recurrent artificial neural network for time series forecasting	110
Group learning algorithm: a new metaheuristic algorithm	109
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing	109
Enhanced lung image segmentation using deep learning	104
Prediction of temperature separation of a nitrogen-driven vortex tube with linear, kNN, SVM, and RF regression models	101
A novel meta-learning initialization method for physics-informed neural networks	100
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks	99
Analysis of regional climate variables by using neural Granger causality	99
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey	99
Distilled pooling transformer encoder for efficient realistic image dehazing	98
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction	97
LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features	97
From fair solutions to compromise solutions in multi-objective deep reinforcement learning	96
An integrated biomedical images security approach to secure healthcare system	95
Accelerated black hole optimization algorithm with enhanced FOPID controller for omni-wheel drive mobile robot system	94
Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems	94
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference	93
Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design	92
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system	92
Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning	90
An effective variational auto-encoder-based model for traffic flow imputation	89
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers	89
Deep noise mitigation and semantic reconstruction hashing for unsupervised cross-modal retrieval	89
A novel augmentation strategy for credit scoring modeling	86
Dysarthric speech recognition: an investigation on using depthwise separable convolutions and residual connections	84
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling	84
Diagnosis of breast cancer molecular subtypes using machine learning models on unimodal and multimodal datasets	83
CEDT2M: text-driven human motion generation via cross-modal mixture of encoder-decoder	79
Correction to: DEIDS: a novel intrusion detection system for industrial control systems	78
An in-depth examination of artificial intelligence-based methods for optimal power flow solutions	78
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer	77
A novel algorithm based on DNA coding for substitution box generation problem	77
Social image aesthetic classification and optimization algorithm in machine learning	76
Predict customer churn using combination deep learning networks model	75
Q-learning-based sequential recovery of interdependent power-communication network after cascading failures	74
Occluded human pose estimation based on limb joint augmentation	74
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	74
Detection and classification of photovoltaic module defects based on artificial intelligence	73
A secure two-qubit quantum model for segmentation and classification of brain tumor using MRI images based on blockchain	72
Hierarchical capsule network for hyperspectral image classification	72