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 2022-05-01 to 2026-05-01.)

Article	Citations
Research on social recommendation algorithm based on fuzzy subjective trust	139
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt	128
Image super-resolution reconstruction based on multi-scale dual-attention	67
A text classification method based on a convolutional and bidirectional long short-term memory model	60
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	54
A secure authentication and key agreement scheme with dynamic management for vehicular networks	43
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	41
A two-stage deep learning based method for diabetic retinopathy classification	38
Classification of heart sound signals with Whisper model	31
LncRNA-BERT: an RNA language model for classifying coding and long non-coding RNA	31
EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer	30
Monocular 3D object detection with thermodynamic loss and decoupled instance depth	30
RMF: one-step radio map reconstruction via mean flow matching	30
Trajectory privacy data publishing scheme based on local optimisation and R-tree	29
Feature recommendation strategy for graph convolutional network	28
Deep learning computer vision system for estimating sheep age using teeth images	26
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	26
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	25
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	23
Estimating electricity consumption at city-level through advanced machine learning methods	22
Analyzing execution path non-determinism of the Linux kernel in different scenarios	22
Lightweight network for insulator fault detection based on improved YOLOv5	21
A comprehensive overview of smart healthcare technologies in revolutionizing modern rehabilitation practices	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

AMGNET: multi-scale graph neural networks for flow field prediction	18
Malware detection based on visualization of recombined API instruction sequence	17
Bypassing software-based remote attestation using debug registers	17
Structural reinforcement-based graph convolutional networks	17
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	16
Enhancing motor imagery classification: a novel CNN with self-attention using local and global features of filtered EEG data	16
Generative adversarial deep learning model for producing location-based synthetic trajectory data	16
Realised volatility prediction of high-frequency data with jumps based on machine learning	15
A novel classification of meditation techniques via optimised chi-squared 1D-CNN method based on complexity, continuity and connectivity features	14
Few-shot segmentation based on multi-level and cross-scale clustering	14
Parkinson's disease detection and stage classification: quantitative gait evaluation through variational mode decomposition and DCNN architecture	14
Establishment and mapping of heterogeneous anomalies in network intrusion datasets	14
An NLP-driven e-learning platform with LLMs and graph databases for personalised guidance	14
Modification of ARL for detecting changes on the double EWMA chart in time series data with the autoregressive model	14
Towards enhanced assessment question classification: a study using machine learning, deep learning, and generative AI	14
Exploring graph representation strategies for text classification	14
L2G-transT: a local-to-global multi-scale attention framework for robust vehicle tracking	13
A near CXL memory processing architecture for distributed graph neural network inference and training	13
SQL queries over encrypted databases: a survey	12
Multi-constraints active learning assisted deep-ensemble spatio-textural feature learning model for violence detection in surveillance dataset	12
Evaluating machine and deep learning techniques in predicting blood sugar levels within the E-health domain	12
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	12
DBFF-SRNet: an image super-resolution method based on dual-branch encoding and frequency-domain fusion	11
Full-span named entity recognition with boundary regression	11
Exploring latent weight factors and global information for food-oriented cross-modal retrieval	11
ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material	11
Empirical study of privacy inference attack against deep reinforcement learning models	11
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space	11
Dependable workflow management system for smart farms	11
Lane detection based on IBN deep neural network and attention	11
An enhanced text classification model by the inverted attention orthogonal projection module	10
Toward cost-effective quantum circuit simulation with performance tuning techniques	10
AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses	10
Neighbor interaction-based personalised transfer for cross-domain recommendation	10
IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system	10
Night construction site detection based on ghost-YOLOX	10
Signal fingerprint feature extraction and recognition method for communication satellite	9
Modified transfer learning based variational quantum circuit for MNIST image classification	9
A multi-factorial evolutionary algorithm concerning diversity information for solving the multitasking Robust Influence Maximization Problem on networks	9
Multi-Semantic Alignment Graph Convolutional Network	8
The algorithm and implementation of an extension to LLVM for solving the blocking between instruction sink and division-modulo combine	8
Ensuring unbiasedness: foundational insights into integrating GSTARIMA and DNN models for rainfall prediction	8
Innovative synthetic EHR data generation: diffusion models for enhanced privacy and clinical utility in multimorbidity clustering	8
Ontology-based semantic data interestingness using BERT models	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
Isolated toughness and fractional ( a,b,n )-critical graphs	8
CGRS: Collaborative Knowledge Propagation Graph Attention Network for Recipes Recommendation	8
PrivBCS: a privacy-preserving and efficient crowdsourcing system with fine-grained worker selection based on blockchain	8
Dynamic fuzz testing of UAV configuration parameters based on dual guidance of fitness and coverage	8

CPW-DICE: a novel center and pixel-based weighting for damage segmentation