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 2021-05-01 to 2025-05-01.)

Article	Citations
Research on social recommendation algorithm based on fuzzy subjective trust	125
A text classification method based on a convolutional and bidirectional long short-term memory model	109
Image super-resolution reconstruction based on multi-scale dual-attention	103
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt	91
Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges	43
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	40
Classification of heart sound signals with Whisper model	37
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	36
A secure authentication and key agreement scheme with dynamic management for vehicular networks	35
Theoretical and empirical validation of software trustworthiness measure based on the decomposition of attributes	35
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	34
Feature recommendation strategy for graph convolutional network	30
Trajectory privacy data publishing scheme based on local optimisation and R-tree	29
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	25
Monocular 3D object detection with thermodynamic loss and decoupled instance depth	25
EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer	25
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	24
Analyzing execution path non-determinism of the Linux kernel in different scenarios	23
An emotional classification method of Chinese short comment text based on ELECTRA	23
Lightweight network for insulator fault detection based on improved YOLOv5	23
Estimating electricity consumption at city-level through advanced machine learning methods	23
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction	23
AMGNET: multi-scale graph neural networks for flow field prediction	22
Generative adversarial deep learning model for producing location-based synthetic trajectory data	20
Structural reinforcement-based graph convolutional networks	19

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

A multi-dimension traceable privacy-preserving prevention and control scheme of the COVID-19 epidemic based on blockchain	9
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments	8
Reward estimation with scheduled knowledge distillation for dialogue policy learning	8
Recommending third-party APIs via using lightweight graph convolutional neural networks	8
Threat analysis model to control IoT network routing attacks through deep learning approach	8
Multi-branch feature learning based speech emotion recognition using SCAR-NET	8
Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT	8
An entity and relation extraction model based on context query and axial attention towards patent texts	8
Affective feature knowledge interaction for empathetic conversation generation	8
TCN enhanced novel malicious traffic detection for IoT devices	8
Matching heterogeneous ontologies with adaptive evolutionary algorithm	7
FPGA-oriented lightweight multi-modal free-space detection network	7
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	7
Selective transfer learning with adversarial training for stock movement prediction	7
Conceptual semantic enhanced representation learning for event recognition in still images	7
Selecting hybrids of metaheuristics for resource-constraint project scheduling problems with discounted cashflows	7
Safe reinforcement learning for dynamical systems using barrier certificates	7
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	7
Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification	7
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification	7
COSMIC FP method in software development estimation using artificial neural networks based on orthogonal arrays	7
The abnormal traffic detection scheme based on PCA and SSH	6
Knowledge enhancement for speech emotion recognition via multi-level acoustic feature	6
Automated breast cancer detection by reconstruction independent component analysis (RICA) based hybrid features using machine learning paradigms	6
A multimodal differential privacy framework based on fusion representation learning	6
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	6
Enhancing image data security using the APFB model	6
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience	6
Security analysis of smart contract based rating and review systems: the perilous state of blockchain-based recommendation practices	6
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction	6
GASN: gamma distribution test for driver genes identification based on similarity networks	6
On routing algorithms in the internet of vehicles: a survey	6
A novel anomaly detection method for multimodal WSN data flow via a dynamic graph neural network	6
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	5
Discovery of process variants based on trace context tree	5
DevFemOps: enhancing maintainability based on microservices using formal engineering methods	5
Research on the Uyghur morphological segmentation model with an attention mechanism	5
Automation of reversible steganographic coding with nonlinear discrete optimisation	5
Collaborative filtering recommendation using fusing criteria against shilling attacks	5
How COVID-19 impacts telehealth: an empirical study of telehealth services, users and the use of metaverse	5
Password region attribute classification based on multi-granularity cascade fusion	5
A novel framework for Chinese personal sensitive information detection	5
Integrate computation intelligence with Bayes theorem into complex construction installation: a heuristic two-stage resource scheduling optimisation approach	5
Neural-based automatic scoring model for Chinese-English interpretation with a multi-indicator assessment	5
A novel CNN architecture for image restoration with implicit frequency selection	5
Diagnosis of contamination discharge state of porcelain insulators based on GA-CNN	5
A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation	5
Robust coal granularity estimation via deep neural network with an image enhancement layer	5
Research on hybrid intrusion detection based on improved Harris Hawk optimization algorithm	5
Application of efficient recognition algorithm based on deep neural network in English teaching scene	5
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	5
High-capacity separable reversible data-Hiding method in encrypted images based on block-level encryption and Huffman compression coding	5
Fidan: a predictive service demand model for assisting nursing home health-care robots	5
Comparative relation mining of customer reviews based on a hybrid CSR method	5
Optimising source code vulnerability detection using deep learning and deep graph network	5
The detection of distributional discrepancy for language GANs	4
Discovery of effective infrequent sequences based on maximum probability path	4
Devising single in-out long short-term memory univariate models for predicting the electricity price on the day-ahead markets	4
SysML-based compositional verification and safety analysis for safety-critical cyber-physical systems	4
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding	4
Global insights and the impact of generative AI-ChatGPT on multidisciplinary: a systematic review and bibliometric analysis	4
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	4
Detecting unknown vulnerabilities in smart contracts using opcode sequences	4
Monocular vision based on the YOLOv7 and coordinate transformation for vehicles precise positioning	4
A Blockchain-based federated learning framework for secure aggregation and fair incentives	4
Security situational awareness of power information networks based on machine learning algorithms	4
Design and analysis of quantum machine learning: a survey	4
BFG: privacy protection framework for internet of medical things based on blockchain and federated learning	4
Neural network pruning based on channel attention mechanism	4
Integrate the hierarchical cluster elliptic curve key agreement with multiple secure data transfer modes into wireless sensor networks	4
Dynamic activation and enhanced image contour features for object detection	4
Deep blur detection network with boundary-aware multi-scale features	4
A feature enhancement FCOS algorithm for dynamic traffic object detection	4
Detecting susceptible communities and individuals in hospital contact networks: a model based on social network analysis	4
A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks	4
A study on the traceable attribute-based signature scheme provided with anonymous credentials	4