OOIR: Observatory of International Research

Papers

(The TQCC of Connection Science is 8. 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
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt	143
Image super-resolution reconstruction based on multi-scale dual-attention	131
Subcluster: towards scalable and efficient KPIs clustering for cybersecurity operation via representative subsequence extraction	82
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	71
A secure authentication and key agreement scheme with dynamic management for vehicular networks	48
RMF: one-step radio map reconstruction via mean flow matching	39
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	35
A two-stage deep learning based method for diabetic retinopathy classification	34
Classification of heart sound signals with Whisper model	33
LncRNA-BERT: an RNA language model for classifying coding and long non-coding RNA	32
Monocular 3D object detection with thermodynamic loss and decoupled instance depth	31
Trajectory privacy data publishing scheme based on local optimisation and R-tree	30
EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer	30
Deep learning computer vision system for estimating sheep age using teeth images	28
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	25
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	23
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	23
Analyzing execution path non-determinism of the Linux kernel in different scenarios	20
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction	19
PSPNet EPO-SEB: a novel attention-enhanced hybrid model for accurate histopathological image segmentation	19
Lightweight network for insulator fault detection based on improved YOLOv5	18
AMGNET: multi-scale graph neural networks for flow field prediction	18
Estimating electricity consumption at city-level through advanced machine learning methods	17
A comprehensive overview of smart healthcare technologies in revolutionizing modern rehabilitation practices	16
Analysing student learning pathways in educational systems using CRNN-based multichannel temporal modelling	15

Bypassing software-based remote attestation using debug registers	14
Malware detection based on visualization of recombined API instruction sequence	14
Structural reinforcement-based graph convolutional networks	14
Generative adversarial deep learning model for producing location-based synthetic trajectory data	14
A novel classification of meditation techniques via optimised chi-squared 1D-CNN method based on complexity, continuity and connectivity features	14
Realised volatility prediction of high-frequency data with jumps based on machine learning	14
Enhancing motor imagery classification: a novel CNN with self-attention using local and global features of filtered EEG data	13
A near CXL memory processing architecture for distributed graph neural network inference and training	13
Modification of ARL for detecting changes on the double EWMA chart in time series data with the autoregressive model	13
Towards enhanced assessment question classification: a study using machine learning, deep learning, and generative AI	13
Few-shot segmentation based on multi-level and cross-scale clustering	12
L2G-transT: a local-to-global multi-scale attention framework for robust vehicle tracking	12
Parkinson's disease detection and stage classification: quantitative gait evaluation through variational mode decomposition and DCNN architecture	12
Establishment and mapping of heterogeneous anomalies in network intrusion datasets	12
Exploring graph representation strategies for text classification	12
Evaluating machine and deep learning techniques in predicting blood sugar levels within the E-health domain	12
SR-Diff: semantic-guided diffusion for high-fidelity image restoration	11
SQL queries over encrypted databases: a survey	11
An NLP-driven e-learning platform with LLMs and graph databases for personalised guidance	11
Multi-constraints active learning assisted deep-ensemble spatio-textural feature learning model for violence detection in surveillance dataset	11
DBFF-SRNet: an image super-resolution method based on dual-branch encoding and frequency-domain fusion	10
Exploring latent weight factors and global information for food-oriented cross-modal retrieval	10
ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material	10
Lane detection based on IBN deep neural network and attention	10
Empirical study of privacy inference attack against deep reinforcement learning models	10
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space	9
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	9
Full-span named entity recognition with boundary regression	9
An enhanced text classification model by the inverted attention orthogonal projection module	9
AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses	9
Signal fingerprint feature extraction and recognition method for communication satellite	9
Object-zoomed training of convolutional neural networks inspired by toddler development improves shape bias	8
Toward cost-effective quantum circuit simulation with performance tuning techniques	8
The algorithm and implementation of an extension to LLVM for solving the blocking between instruction sink and division-modulo combine	8
Ontology-based semantic data interestingness using BERT models	8
Night construction site detection based on ghost-YOLOX	8
A multi-factorial evolutionary algorithm concerning diversity information for solving the multitasking Robust Influence Maximization Problem on networks	8
Cue prompt adapting model for relation extraction	8
Uncertainty-aware traffic prediction and routing for emergency vehicles: a multi-objective risk-aware framework	8
Neighbor interaction-based personalised transfer for cross-domain recommendation	8
IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system	8
Modified transfer learning based variational quantum circuit for MNIST image classification	8
PrivBCS: a privacy-preserving and efficient crowdsourcing system with fine-grained worker selection based on blockchain	8
Multi-Semantic Alignment Graph Convolutional Network	8