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 2022-08-01 to 2026-08-01.)

Article	Citations
Performance evaluation of cluster-based federated machine learning	600
Estimation of leaf Mg values of apple trees in early period with machine learning methods	503
Object modeling through weightless tracking	393
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations	390
An integrated biomedical images security approach to secure healthcare system	326
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling	313
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing	297
Bi-graph attention network for energy price forecasting via multiple time scale learning	262
CEDT2M: text-driven human motion generation via cross-modal mixture of encoder-decoder	236
Development of sliding mode control based on diagonal recurrent neural network for coupled tank system	201
Who should I trust? Cautiously learning with unreliable experts	199
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction	197
Re-HGNM: a repeat aware hypergraph neural machine for session-based recommendation	187
BO–SHAP–BLS: a novel machine learning framework for accurate forecasting of COVID-19 testing capabilities	180
Ground-truth generation through crowdsourcing with probabilistic indexes	172
Deep noise mitigation and semantic reconstruction hashing for unsupervised cross-modal retrieval	168
Intercity round-trip multi-region demand prediction based on multi-task fusion recurrent graph attention network	167
Hierarchical capsule network for hyperspectral image classification	161
An efficient and scalable semi-supervised framework for semantic segmentation	160
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications	157
Q-learning-based sequential recovery of interdependent power-communication network after cascading failures	154
A detector for page-level handwritten music object recognition based on deep learning	150
Group learning algorithm: a new metaheuristic algorithm	149
Improve cluster quality with better centroid selection	146
Exploring vision transformer: classifying electron-microscopy pollen images with transformer	141

Deep learning model for early prediction of material fracture in tensile testing	137
An in-depth examination of artificial intelligence-based methods for optimal power flow solutions	132
Lyapunov-guided representation of recurrent neural network performance	131
Correction: Stochastic optimal reactive power dispatch at varying time of load demand and renewable energy resources using an efficient modified jellyfish optimizer	128
Energy enhancement of routing protocol with hidden Markov model in wireless sensor networks	127
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems	124
Neural network optimal control for discrete-time nonlinear systems with known internal dynamics	123
Development of a design tool for the horizontal stabilizer of a helicopter using artificial neural networks	119
Intelligent chatter detection in turning operations with imbalanced data using conditional generative adversarial networks	119
DeepDepth: Prediction of O(6)-methylguanine-DNA methyltransferase genotype in glioblastoma patients using multimodal representation learning based on deep feature fusion	117
Hybrid ConvTransLSTM for spatio-temporal classification: identifying early Parkinson’s disease from gait patterns	113
Convolutional variational autoencoder for Northeast US coastal wind and flood hazard data augmentation	113
Constructing a multimodal feature set for pain intensity classification	112
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features	111
EEG-motion: a novel algorithm that detect restless legs syndrome using EEG signals on polysomnography	111
Chimera states and information transfer in interacting populations of map-based neurons	111
Robust bipedal walking control through a privileged learning-based, hierarchical imitation learning method	110
LWIR2Vis-Net: feature injection-augmented encoder-decoder for efficient thermal-to-visible image translation	101
Defense against adversarial attacks via textual embeddings based on semantic associative field	98
Diagnosis of breast cancer molecular subtypes using machine learning models on unimodal and multimodal datasets	96
Integration of global and local information for text classification	95
MindfulLIME: a stable solution for explanations of machine learning models with enhanced localization precision—a medical image case study	94
Retraction Note: Some new dual hesitant fuzzy linguistic operators based on Archimedean t-norm and t-conorm	94
A new hybrid recurrent artificial neural network for time series forecasting	93
RETRACTED ARTICLE: Utilizing fog computing and explainable deep learning techniques for gestational diabetes prediction	93
From fair solutions to compromise solutions in multi-objective deep reinforcement learning	91
Cost-effective economic dispatch in large-scale power systems using enhanced manta ray foraging optimization	91
Deep learning-driven automatic detection of mucilage event in the Sea of Marmara, Turkey	91
Integrating plant growth monitoring in a precision intrarow hoeing tool through canopy cover segmentation	91
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference	89
A feature selection method based on Shapley values robust for concept shift in regression	87
A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem	84
Reviving autoencoder pretraining	82
JSMix: a holistic algorithm for learning with label noise	82
Machine learning based multipurpose medical image watermarking	82
Real-time guidance for powered landing of reusable rockets via deep learning	78
A novel algorithm based on DNA coding for substitution box generation problem	78
An effective variational auto-encoder-based model for traffic flow imputation	78
EAMultiRes-DSPP: an efficient attention-based multi-residual network with dilated spatial pyramid pooling for identifying plant disease	78
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer	77
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	77
Physics-guided time-series transformer for accurate and robust battery SOC estimation	75
Stable online adaptive formation control for leader-follower mobile robots based on reinforcement learning	75
Improving Chinese word segmentation with character–lexicon class attention	74
Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems	74
Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection	72
Synchronization analysis and parameters identification of uncertain delayed fractional-order BAM neural networks	72
Adaptive control for multi-agent systems in dynamic and uncertain environments	72