Connection Science

Article	Citations
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt	130
Image super-resolution reconstruction based on multi-scale dual-attention	115
A text classification method based on a convolutional and bidirectional long short-term memory model	51
Research on social recommendation algorithm based on fuzzy subjective trust	51
A two-stage deep learning based method for diabetic retinopathy classification	41
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	40
A secure authentication and key agreement scheme with dynamic management for vehicular networks	39
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	36
Classification of heart sound signals with Whisper model	34
Monocular 3D object detection with thermodynamic loss and decoupled instance depth	33
Deep learning computer vision system for estimating sheep age using teeth images	33
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	32
Theoretical and empirical validation of software trustworthiness measure based on the decomposition of attributes	32
EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer	28
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	27
Trajectory privacy data publishing scheme based on local optimisation and R-tree	26
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	25
Feature recommendation strategy for graph convolutional network	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	23
Analyzing execution path non-determinism of the Linux kernel in different scenarios	23
Estimating electricity consumption at city-level through advanced machine learning methods	22
AMGNET: multi-scale graph neural networks for flow field prediction	20
Bypassing software-based remote attestation using debug registers	20

Modification of ARL for detecting changes on the double EWMA chart in time series data with the autoregressive model	20
Generative adversarial deep learning model for producing location-based synthetic trajectory data	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	19
An efficient sparse pruning method for human pose estimation	18
Enhancing motor imagery classification: a novel CNN with self-attention using local and global features of filtered EEG data	18
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	18
Structural reinforcement-based graph convolutional networks	18
An NLP-driven e-learning platform with LLMs and graph databases for personalised guidance	18
Towards enhanced assessment question classification: a study using machine learning, deep learning, and generative AI	18
A novel classification of meditation techniques via optimised chi-squared 1D-CNN method based on complexity, continuity and connectivity features	18
Establishment and mapping of heterogeneous anomalies in network intrusion datasets	17
Personalised context-aware re-ranking in recommender system	16
Parkinson's disease detection and stage classification: quantitative gait evaluation through variational mode decomposition and DCNN architecture	16
Few-shot segmentation based on multi-level and cross-scale clustering	15
SQL queries over encrypted databases: a survey	15
Exploring graph representation strategies for text classification	15
Evaluating machine and deep learning techniques in predicting blood sugar levels within the E-health domain	15
ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material	14
Lane detection based on IBN deep neural network and attention	14
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	14
Full-span named entity recognition with boundary regression	14
Empirical study of privacy inference attack against deep reinforcement learning models	14
Multi-constraints active learning assisted deep-ensemble spatio-textural feature learning model for violence detection in surveillance dataset	14
ASM-VoFDehaze: a real-time defogging method of zinc froth image	14
Exploring latent weight factors and global information for food-oriented cross-modal retrieval	14
Digital streaming media distribution and transmission process optimisation based on adaptive recurrent neural network	14
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space	13
Signal fingerprint feature extraction and recognition method for communication satellite	13
Dependable workflow management system for smart farms	13
AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses	13
Toward cost-effective quantum circuit simulation with performance tuning techniques	12
A feature selection method with feature ranking using genetic programming	12
An enhanced text classification model by the inverted attention orthogonal projection module	12
IPFS-blockchain-based delegation model for internet of medical robotics things telesurgery system	12
Neighbor interaction-based personalised transfer for cross-domain recommendation	12
Night construction site detection based on ghost-YOLOX	12
CGRS: Collaborative Knowledge Propagation Graph Attention Network for Recipes Recommendation	11
PrivBCS: a privacy-preserving and efficient crowdsourcing system with fine-grained worker selection based on blockchain	10
Cue prompt adapting model for relation extraction	10
The algorithm and implementation of an extension to LLVM for solving the blocking between instruction sink and division-modulo combine	10
Innovative synthetic EHR data generation: diffusion models for enhanced privacy and clinical utility in multimorbidity clustering	10
Ontology-based semantic data interestingness using BERT models	9
Reduced O3 subsequence labelling: a stepping stone towards optimisation sequence prediction	9
eXING-IoT conceptual framework for explainability integration in next generation-IoT	9
Reward estimation with scheduled knowledge distillation for dialogue policy learning	9
Multi-Semantic Alignment Graph Convolutional Network	9
Isolated toughness and fractional ( a,b,n )-critical graphs	9
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	9
Multi-branch feature learning based speech emotion recognition using SCAR-NET	9

Ensuring unbiasedness: foundational insights into integrating GSTARIMA and DNN models for rainfall prediction	9
A multi-factorial evolutionary algorithm concerning diversity information for solving the multitasking Robust Influence Maximization Problem on networks	9
Dynamic fuzz testing of UAV configuration parameters based on dual guidance of fitness and coverage	9
Affective feature knowledge interaction for empathetic conversation generation	9
CPW-DICE: a novel center and pixel-based weighting for damage segmentation	9
TCN enhanced novel malicious traffic detection for IoT devices	8
Recommending third-party APIs via using lightweight graph convolutional neural networks	8
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	8
A multi-dimension traceable privacy-preserving prevention and control scheme of the COVID-19 epidemic based on blockchain	8
An entity and relation extraction model based on context query and axial attention towards patent texts	8
Threat analysis model to control IoT network routing attacks through deep learning approach	8
Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT	8
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments	8
FPGA-oriented lightweight multi-modal free-space detection network	7
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction	7
Conceptual semantic enhanced representation learning for event recognition in still images	7
The abnormal traffic detection scheme based on PCA and SSH	7
Safe reinforcement learning for dynamical systems using barrier certificates	7
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	7
Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification	7
Selective transfer learning with adversarial training for stock movement prediction	7
GASN: gamma distribution test for driver genes identification based on similarity networks	7
Selecting hybrids of metaheuristics for resource-constraint project scheduling problems with discounted cashflows	7
Research on the Uyghur morphological segmentation model with an attention mechanism	6
On routing algorithms in the internet of vehicles: a survey	6
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	6
A novel framework for Chinese personal sensitive information detection	6
Application of efficient recognition algorithm based on deep neural network in English teaching scene	6
A multimodal differential privacy framework based on fusion representation learning	6
Automation of reversible steganographic coding with nonlinear discrete optimisation	6
A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks	6
DevFemOps: enhancing maintainability based on microservices using formal engineering methods	6
Enhancing image data security using the APFB model	6
Security analysis of smart contract based rating and review systems: the perilous state of blockchain-based recommendation practices	6
A novel anomaly detection method for multimodal WSN data flow via a dynamic graph neural network	6
Password region attribute classification based on multi-granularity cascade fusion	6
Neural-based automatic scoring model for Chinese-English interpretation with a multi-indicator assessment	6
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	6
Diagnosis of contamination discharge state of porcelain insulators based on GA-CNN	6
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience	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 novel CNN architecture for image restoration with implicit frequency selection	6
Integrate computation intelligence with Bayes theorem into complex construction installation: a heuristic two-stage resource scheduling optimisation approach	6
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	6
Research on hybrid intrusion detection based on improved Harris Hawk optimization algorithm	6
Discovery of process variants based on trace context tree	6
Detecting unknown vulnerabilities in smart contracts using opcode sequences	5
Comparative relation mining of customer reviews based on a hybrid CSR method	5
Collaborative filtering recommendation using fusing criteria against shilling attacks	5
Fidan: a predictive service demand model for assisting nursing home health-care robots	5
SysML-based compositional verification and safety analysis for safety-critical cyber-physical systems	5
Security situational awareness of power information networks based on machine learning algorithms	5
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	5
Comparative linguistic analysis framework of human-written vs. machine-generated text	5
Detection and classification of enhanced periapical lesion images with YOLO algorithms	5
A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation	5
Optimising source code vulnerability detection using deep learning and deep graph network	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
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding	5
The detection of distributional discrepancy for language GANs	5
Dynamic activation and enhanced image contour features for object detection	5
How COVID-19 impacts telehealth: an empirical study of telehealth services, users and the use of metaverse	5
Robust coal granularity estimation via deep neural network with an image enhancement layer	5
BFG: privacy protection framework for internet of medical things based on blockchain and federated learning	5
Detecting susceptible communities and individuals in hospital contact networks: a model based on social network analysis	5
Design and analysis of quantum machine learning: a survey	5
A feature enhancement FCOS algorithm for dynamic traffic object detection	5
Low cost network traffic measurement and fast recovery via redundant row subspace-based matrix completion	4
The node importance evaluation method based on graph convolution in multilayer heterogeneous networks	4
An improved Monte Carlo Tree Search approach to workflow scheduling	4
A text classification method based on LSTM and graph attention network	4
Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development	4
Counting and measuring the size and stomach fullness levels for an intelligent shrimp farming system	4
An experimental evaluation of deep learning-based models for acne severity classification in humans	4
Predicting algorithm of attC site based on combination optimization strategy	4
Monocular vision based on the YOLOv7 and coordinate transformation for vehicles precise positioning	4
Predicting adolescent violence in Wartegg-ZeichenTest drawing images based on deep learning	4
NNNPE: non-neighbourhood and neighbourhood preserving embedding	4

ZigZag transform with Durstenfeld shuffle for fast and secure image encryption	4
A homotopy-CNN framework for continuous deformation in low-light image enhancement	4
A Blockchain-based federated learning framework for secure aggregation and fair incentives	4
A team-based multitask data acquisition scheme under time constraints in mobile crowd sensing	4
A graph algorithm for the time constrained shortest path	4
Differential privacy in statistical queries for synthetic trajectories generated by generative adversarial networks	4
Semantic-aware multi-task learning for image aesthetic quality assessment	4
Investigating robustness dynamics of shallow machine learning techniques: beyond basic natural variations in image classification	4
Hierarchical-fuzzy allocation and multi-parameter adjustment prediction for industrial loading optimisation	4
Devising single in-out long short-term memory univariate models for predicting the electricity price on the day-ahead markets	4
A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search	4
Neural network pruning based on channel attention mechanism	4