OOIR: Observatory of International Research

Papers

(The median citation count of Connection Science is 4. 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
RMF: one-step radio map reconstruction via mean flow matching	30
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
Trajectory privacy data publishing scheme based on local optimisation and R-tree	29
Feature recommendation strategy for graph convolutional network	28
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	26
Deep learning computer vision system for estimating sheep age using teeth images	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
Analyzing execution path non-determinism of the Linux kernel in different scenarios	22
Estimating electricity consumption at city-level through advanced machine learning methods	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
PSPNet EPO-SEB: a novel attention-enhanced hybrid model for accurate histopathological image segmentation	19
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction	19

AMGNET: multi-scale graph neural networks for flow field prediction	18
Bypassing software-based remote attestation using debug registers	17
Structural reinforcement-based graph convolutional networks	17
Malware detection based on visualization of recombined API instruction sequence	17
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
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	16
Realised volatility prediction of high-frequency data with jumps based on machine learning	15
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
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
A near CXL memory processing architecture for distributed graph neural network inference and training	13
L2G-transT: a local-to-global multi-scale attention framework for robust vehicle tracking	13
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	12
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
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
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
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
An enhanced text classification model by the inverted attention orthogonal projection module	10
Toward cost-effective quantum circuit simulation with performance tuning techniques	10
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
Signal fingerprint feature extraction and recognition method for communication satellite	9
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	8
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
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	7
Multi-branch feature learning based speech emotion recognition using SCAR-NET	7
eXING-IoT conceptual framework for explainability integration in next generation-IoT	7
Threat analysis model to control IoT network routing attacks through deep learning approach	7
Conceptual semantic enhanced representation learning for event recognition in still images	7
Reward estimation with scheduled knowledge distillation for dialogue policy learning	7
A multi-dimension traceable privacy-preserving prevention and control scheme of the COVID-19 epidemic based on blockchain	7
An entity and relation extraction model based on context query and axial attention towards patent texts	7
Recommending third-party APIs via using lightweight graph convolutional neural networks	7
Affective feature knowledge interaction for empathetic conversation generation	7
TCN enhanced novel malicious traffic detection for IoT devices	7
Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT	7
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	7
Discovery of process variants based on trace context tree	6
Application of efficient recognition algorithm based on deep neural network in English teaching scene	6
On routing algorithms in the internet of vehicles: a survey	6
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	6
Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification	6
Automated breast cancer detection by reconstruction independent component analysis (RICA) based hybrid features using machine learning paradigms	6
DevFemOps: enhancing maintainability based on microservices using formal engineering methods	6
Neural-based automatic scoring model for Chinese-English interpretation with a multi-indicator assessment	6
Password region attribute classification based on multi-granularity cascade fusion	6
GASN: gamma distribution test for driver genes identification based on similarity networks	6
Selecting hybrids of metaheuristics for resource-constraint project scheduling problems with discounted cashflows	6
Knowledge enhancement for speech emotion recognition via multi-level acoustic feature	6
Enhancing image data security using the APFB model	6
Automation of reversible steganographic coding with nonlinear discrete optimisation	6
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	6
A novel anomaly detection method for multimodal WSN data flow via a dynamic graph neural network	6
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	6
Safe reinforcement learning for dynamical systems using barrier certificates	6
FPGA-oriented lightweight multi-modal free-space detection network	6
Multi-task class-aware adversarial training for remote sensing object detection robustness	6
Integrate computation intelligence with Bayes theorem into complex construction installation: a heuristic two-stage resource scheduling optimisation approach	6
Research on hybrid intrusion detection based on improved Harris Hawk optimization algorithm	5
A multimodal differential privacy framework based on fusion representation learning	5
How COVID-19 impacts telehealth: an empirical study of telehealth services, users and the use of metaverse	5
A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation	5
BFG: privacy protection framework for internet of medical things based on blockchain and federated learning	5
Security situational awareness of power information networks based on machine learning algorithms	5
A novel CNN architecture for image restoration with implicit frequency selection	5
Self-training for graph class imbalance via global and local topology fusion	5
A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks	5
Comparative relation mining of customer reviews based on a hybrid CSR method	5
Global insights and the impact of generative AI-ChatGPT on multidisciplinary: a systematic review and bibliometric analysis	5
A study on the traceable attribute-based signature scheme provided with anonymous credentials	5
Fidan: a predictive service demand model for assisting nursing home health-care robots	5
A novel framework for Chinese personal sensitive information detection	5
Research on the Uyghur morphological segmentation model with an attention mechanism	5
Collaborative filtering recommendation using fusing criteria against shilling attacks	5
Optimising source code vulnerability detection using deep learning and deep graph network	5
Diagnosis of contamination discharge state of porcelain insulators based on GA-CNN	5
Detecting susceptible communities and individuals in hospital contact networks: a model based on social network analysis	5
Detecting unknown vulnerabilities in smart contracts using opcode sequences	4
Comparative linguistic analysis framework of human-written vs. machine-generated text	4
Design and analysis of quantum machine learning: a survey	4
A graph algorithm for the time constrained shortest path	4
Dynamic activation and enhanced image contour features for object detection	4
Predicting adolescent violence in Wartegg-ZeichenTest drawing images based on deep learning	4
Predicting algorithm of attC site based on combination optimization strategy	4
A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search	4
Neural network pruning based on channel attention mechanism	4
Monocular vision based on the YOLOv7 and coordinate transformation for vehicles precise positioning	4
A feature enhancement FCOS algorithm for dynamic traffic object detection	4
The detection of distributional discrepancy for language GANs	4
AD-FL : adversarial defense in federated learning via attention denoising	4
ZigZag transform with Durstenfeld shuffle for fast and secure image encryption	4
Devising single in-out long short-term memory univariate models for predicting the electricity price on the day-ahead markets	4
A homotopy-CNN framework for continuous deformation in low-light image enhancement	4
An experimental evaluation of deep learning-based models for acne severity classification in humans	4
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding	4
Detection and classification of enhanced periapical lesion images with YOLO algorithms	4
Counting and measuring the size and stomach fullness levels for an intelligent shrimp farming system	4
Differential privacy in statistical queries for synthetic trajectories generated by generative adversarial networks	4
Low cost network traffic measurement and fast recovery via redundant row subspace-based matrix completion	4
A Blockchain-based federated learning framework for secure aggregation and fair incentives	4
MFITN-E2NetGA: a transformer-based multi-level fusion framework for multi-class respiratory disease classification from lung sounds	4