OOIR: Observatory of International Research

Papers

(The H4-Index of PeerJ Computer Science is 39. 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
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	436
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	270
3D reconstruction of toys based on adaptive scaled neural radiation field	202
BatTS: a hybrid method for optimizing deep feedforward neural network	197
Guiding the retraining of convolutional neural networks against adversarial inputs	135
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	123
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	113
Skin cancer classification using novel fairness based federated learning algorithm	102
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	100
Improved deep learning image classification algorithm based on Swin Transformer V2	82
AI in dermatology: a comprehensive review into skin cancer detection	77
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	72
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	65
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	65
Advanced neural network-based model for predicting court decisions on child custody	62
A review on abusive content automatic detection: approaches, challenges and opportunities	61
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	59
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	58
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	58
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	57
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	57
A keyless multimodal-based user authentication scheme using generative adversarial networks	56
Machine learning for detecting age and sex effects on corpus callosum volume	56
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	55
An extended container placement mechanism to enhance the efficiency of cloud systems	55

A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	55
Evaluating large language models’ Arabic grammar error corrections and explanations	53
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	50
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	50
Identifying and predicting key industry–education integration projects via explainable artificial intelligence (XAI) based machine learning models	49
A study on learners’ emotion classification based on an improved convolutional neural network algorithm in online teaching and learning	49
Foreground separation knowledge distillation for object detection	49
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	47
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	46
Ten quick tips for electrocardiogram (ECG) signal processing	45
Random forests with parametric entropy-based information gains for classification and regression problems	43
Transformer-based ensemble model for dialectal Arabic sentiment classification	43
DDoS attack detection in smart grid network using reconstructive machine learning models	42
Feature selection based on neighborhood rough sets and Gini index	41
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	39