OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computing & Applications is 76. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Lyapunov-guided representation of recurrent neural network performance	505
Retraction Note: Some new dual hesitant fuzzy linguistic operators based on Archimedean t-norm and t-conorm	481
Special issue on AI-based web information processing	354
An efficient and scalable semi-supervised framework for semantic segmentation	353
Advancing precision agriculture: domain-specific augmentations and robustness testing for convolutional neural networks in precision spraying evaluation	297
Neural acceleration of incomplete factorization preconditioning	278
Incremental deep learning for reflectivity data recognition in stomatology	277
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer	275
Performance evaluation of cluster-based federated machine learning	255
Estimation of leaf Mg values of apple trees in early period with machine learning methods	240
Object modeling through weightless tracking	237
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection	235
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations	231
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection	218
Improving Chinese word segmentation with character–lexicon class attention	210
Observer-based adaptive control and faults estimation for T-S fuzzy singular fractional order systems	191
Cost-effective economic dispatch in large-scale power systems using enhanced manta ray foraging optimization	187
Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN	162
An intelligent traceability method of water pollution based on dynamic multi-mode optimization	162
Reviving autoencoder pretraining	161
GPU-accelerated homomorphic encryption computing: empowering federated learning in IoV	155
A detector for page-level handwritten music object recognition based on deep learning	147
Who should I trust? Cautiously learning with unreliable experts	145
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction	133
Integration of global and local information for text classification	131

Hierarchical capsule network for hyperspectral image classification	130
From fair solutions to compromise solutions in multi-objective deep reinforcement learning	129
An integrated biomedical images security approach to secure healthcare system	129
Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems	127
Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design	123
Reducing environment exposure to COVID-19 by IoT sensing and computing with deep learning	123
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling	121
Correction to: DEIDS: a novel intrusion detection system for industrial control systems	120
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system	118
JSMix: a holistic algorithm for learning with label noise	115
LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features	114
An effective variational auto-encoder-based model for traffic flow imputation	113
Defense against adversarial attacks via textual embeddings based on semantic associative field	112
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers	112
Neural network optimal control for discrete-time nonlinear systems with known internal dynamics	110
DeepDepth: Prediction of O(6)-methylguanine-DNA methyltransferase genotype in glioblastoma patients using multimodal representation learning based on deep feature fusion	110
Real-time guidance for powered landing of reusable rockets via deep learning	108
Integrating plant growth monitoring in a precision intrarow hoeing tool through canopy cover segmentation	107
Intercity round-trip multi-region demand prediction based on multi-task fusion recurrent graph attention network	106
A prediction model for plastic hinge length of rectangular RC columns using gene expression programming	104
Convolutional variational autoencoder for Northeast US coastal wind and flood hazard data augmentation	104
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting	103
Q-learning-based sequential recovery of interdependent power-communication network after cascading failures	103
MindfulLIME: a stable solution for explanations of machine learning models with enhanced localization precision—a medical image case study	101
Automated steel surface defect detection and classification using a new deep learning-based approach	101
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications	101
Re-HGNM: a repeat aware hypergraph neural machine for session-based recommendation	99
Occluded human pose estimation based on limb joint augmentation	98
BO–SHAP–BLS: a novel machine learning framework for accurate forecasting of COVID-19 testing capabilities	97
Bi-graph attention network for energy price forecasting via multiple time scale learning	96
A hybrid approach to real-time multi-target tracking	95
A new hybrid recurrent artificial neural network for time series forecasting	94
Ground-truth generation through crowdsourcing with probabilistic indexes	93
A feature selection method based on Shapley values robust for concept shift in regression	92
A novel k-step fault estimation and fault-tolerant control scheme in wireless power transfer systems	90
Deep noise mitigation and semantic reconstruction hashing for unsupervised cross-modal retrieval	89
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features	88
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	88
A novel algorithm based on DNA coding for substitution box generation problem	87
Development of a design tool for the horizontal stabilizer of a helicopter using artificial neural networks	85
Distilled pooling transformer encoder for efficient realistic image dehazing	85
Exploring vision transformer: classifying electron-microscopy pollen images with transformer	83
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey	83
Machine learning based multipurpose medical image watermarking	82
Predict customer churn using combination deep learning networks model	80
Detecting and classifying breast masses via YOLO-based deep learning	80
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing	80
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer	79
Event prediction within directional change framework using a CNN-LSTM model	78
Chimera states and information transfer in interacting populations of map-based neurons	78

An in-depth examination of artificial intelligence-based methods for optimal power flow solutions