OOIR: Observatory of International Research

Papers

(The TQCC of Connection Science is 9. 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 2021-12-01 to 2025-12-01.)

Article	Citations
A text classification method based on a convolutional and bidirectional long short-term memory model	133
Research on social recommendation algorithm based on fuzzy subjective trust	118
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt	52
Image super-resolution reconstruction based on multi-scale dual-attention	52
A two-stage deep learning based method for diabetic retinopathy classification	48
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	39
A secure authentication and key agreement scheme with dynamic management for vehicular networks	38
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	34
Deep learning computer vision system for estimating sheep age using teeth images	33
Classification of heart sound signals with Whisper model	33
Monocular 3D object detection with thermodynamic loss and decoupled instance depth	32
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	29
EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer	28
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	27
Feature recommendation strategy for graph convolutional network	25
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	25
Trajectory privacy data publishing scheme based on local optimisation and R-tree	25
Theoretical and empirical validation of software trustworthiness measure based on the decomposition of attributes	25
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction	24
PSPNet EPO-SEB: a novel attention-enhanced hybrid model for accurate histopathological image segmentation	24
Lightweight network for insulator fault detection based on improved YOLOv5	22
AMGNET: multi-scale graph neural networks for flow field prediction	21
Estimating electricity consumption at city-level through advanced machine learning methods	20
Analyzing execution path non-determinism of the Linux kernel in different scenarios	20
Bypassing software-based remote attestation using debug registers	19

Realised volatility prediction of high-frequency data with jumps based on machine learning	19
Malware detection based on visualization of recombined API instruction sequence	18
Structural reinforcement-based graph convolutional networks	18
Generative adversarial deep learning model for producing location-based synthetic trajectory data	18
A novel classification of meditation techniques via optimised chi-squared 1D-CNN method based on complexity, continuity and connectivity features	18
Towards enhanced assessment question classification: a study using machine learning, deep learning, and generative AI	18
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	17
Modification of ARL for detecting changes on the double EWMA chart in time series data with the autoregressive model	16
Enhancing motor imagery classification: a novel CNN with self-attention using local and global features of filtered EEG data	16
An efficient sparse pruning method for human pose estimation	16
Few-shot segmentation based on multi-level and cross-scale clustering	15
An NLP-driven e-learning platform with LLMs and graph databases for personalised guidance	15
Evaluating machine and deep learning techniques in predicting blood sugar levels within the E-health domain	15
Exploring graph representation strategies for text classification	15
Establishment and mapping of heterogeneous anomalies in network intrusion datasets	15
Multi-constraints active learning assisted deep-ensemble spatio-textural feature learning model for violence detection in surveillance dataset	14
SQL queries over encrypted databases: a survey	14
Parkinson's disease detection and stage classification: quantitative gait evaluation through variational mode decomposition and DCNN architecture	14
Lane detection based on IBN deep neural network and attention	14
ASM-VoFDehaze: a real-time defogging method of zinc froth image	14
Digital streaming media distribution and transmission process optimisation based on adaptive recurrent neural network	14
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	14
Empirical study of privacy inference attack against deep reinforcement learning models	13
Exploring latent weight factors and global information for food-oriented cross-modal retrieval	13
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space	13
AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses	12
Full-span named entity recognition with boundary regression	12
Dependable workflow management system for smart farms	12
Signal fingerprint feature extraction and recognition method for communication satellite	12
ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material	12
IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system	11
An enhanced text classification model by the inverted attention orthogonal projection module	11
A feature selection method with feature ranking using genetic programming	11
Toward cost-effective quantum circuit simulation with performance tuning techniques	11
A multi-factorial evolutionary algorithm concerning diversity information for solving the multitasking Robust Influence Maximization Problem on networks	10
Night construction site detection based on ghost-YOLOX	10
Innovative synthetic EHR data generation: diffusion models for enhanced privacy and clinical utility in multimorbidity clustering	10
Cue prompt adapting model for relation extraction	10
CGRS: Collaborative Knowledge Propagation Graph Attention Network for Recipes Recommendation	10
Neighbor interaction-based personalised transfer for cross-domain recommendation	10
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	9
Multi-Semantic Alignment Graph Convolutional Network	9
The algorithm and implementation of an extension to LLVM for solving the blocking between instruction sink and division-modulo combine	9
Isolated toughness and fractional ( a,b,n )-critical graphs	9
Dynamic fuzz testing of UAV configuration parameters based on dual guidance of fitness and coverage	9
PrivBCS: a privacy-preserving and efficient crowdsourcing system with fine-grained worker selection based on blockchain	9
Ontology-based semantic data interestingness using BERT models	9
Ensuring unbiasedness: foundational insights into integrating GSTARIMA and DNN models for rainfall prediction	9
CPW-DICE: a novel center and pixel-based weighting for damage segmentation	9
Reduced O3 subsequence labelling: a stepping stone towards optimisation sequence prediction	9