Connection Science

Article	Citations
Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges	89
S_I_LSTM: stock price prediction based on multiple data sources and sentiment analysis	67
A multimodal hybrid parallel network intrusion detection model	65
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	57
A novel blockchain-based privacy-preserving framework for online social networks	51
Effective classification of android malware families through dynamic features and neural networks	33
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	33
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification	30
An emotional classification method of Chinese short comment text based on ELECTRA	29
API recommendation for Mashup creation based on neural graph collaborative filtering	28
A text classification method based on a convolutional and bidirectional long short-term memory model	27
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience	26
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	25
Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting	25
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems	24
A formally verified authentication protocol in secure framework for mobile healthcare during COVID-19-like pandemic	23
Adaptive weights learning in CNN feature fusion for crime scene investigation image classification	23
A novel cluster head selection using Hybrid Artificial Bee Colony and Firefly Algorithm for network lifetime and stability in WSNs	23
CNN Convolutional layer optimisation based on quantum evolutionary algorithm	22
Prediction of customer engagement behaviour response to marketing posts based on machine learning	21
NFMF: neural fusion matrix factorisation for QoS prediction in service selection	21
A lightweight authentication scheme for telecare medical information system	21
AMGNET: multi-scale graph neural networks for flow field prediction	20
A real-world service mashup platform based on data integration, information synthesis, and knowledge fusion	20
BFS: A blockchain-based financing scheme for logistics company in supply chain finance	20

5GSS: a framework for 5G-secure-smart healthcare monitoring	20
WTL-CNN: a news text classification method of convolutional neural network based on weighted word embedding	20
The abnormal traffic detection scheme based on PCA and SSH	20
An efficient attribute-based encryption scheme based on SM9 encryption algorithm for dispatching and control cloud	17
Blockchain-based anonymous authentication for traffic reporting in VANETs	17
Intelligent garbage classification system based on improve MobileNetV3-Large	16
A content-based recommendation approach based on singular value decomposition	16
Composition pattern-aware web service recommendation based on depth factorisation machine	16
TCN enhanced novel malicious traffic detection for IoT devices	15
Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development	15
Blockchain application in P2P energy markets: social and legal aspects	15
BFG: privacy protection framework for internet of medical things based on blockchain and federated learning	15
An extrinsic random-based ensemble approach for android malware detection	15
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments	14
Energy-efficient control of thermal comfort in multi-zone residential HVAC via reinforcement learning	14
A new method for weighted ensemble clustering and coupled ensemble selection	14
Self-adaptive spatial-temporal network based on heterogeneous data for air quality prediction	14
A conditional opposition-based particle swarm optimisation for feature selection	14
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	13
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	13
An efficient sparse pruning method for human pose estimation	13
Image semantic segmentation with hierarchical feature fusion based on deep neural network	13
Multi-stream part-fused graph convolutional networks for skeleton-based gait recognition	12
Automatic classification method of liver ultrasound standard plane images using pre-trained convolutional neural network	12
Lithium-ion battery state-of-charge estimation based on a dual extended Kalman filter and BPNN correction	12
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	12
A blockchain-based lightweight authentication and key agreement scheme for internet of vehicles	12
ALSEE: a framework for attribute-level sentiment element extraction towards product reviews	11
State-of-charge estimation for Lithium-Ion batteries using Kalman filters based on fractional-order models	11
Blockchain-based cross-user data shared auditing	11
Selective transfer learning with adversarial training for stock movement prediction	11
Memory-augmented meta-learning on meta-path for fast adaptation cold-start recommendation	11
New modified exponentially weighted moving average-moving average control chart for process monitoring	10
Integrate the hierarchical cluster elliptic curve key agreement with multiple secure data transfer modes into wireless sensor networks	10
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	10
A simple but effective method for Indonesian automatic text summarisation	10
ASM-VoFDehaze: a real-time defogging method of zinc froth image	10
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	10
A text classification method based on LSTM and graph attention network	10
Anomaly detection of industrial state quantity time-Series data based on correlation and long short-term memory	10
SysML-based compositional verification and safety analysis for safety-critical cyber-physical systems	10
Automated breast cancer detection by reconstruction independent component analysis (RICA) based hybrid features using machine learning paradigms	10
Image super-resolution reconstruction based on multi-scale dual-attention	9
Threat analysis model to control IoT network routing attacks through deep learning approach	9
A hybrid differential evolution for multi-objective optimisation problems	9
A novel general kernel-based non-negative matrix factorisation approach for face recognition	9
Personalised context-aware re-ranking in recommender system	8
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction	8
A team-based multitask data acquisition scheme under time constraints in mobile crowd sensing	8
Aggregating multi-scale contextual features from multiple stages for semantic image segmentation	8

Hybrid lightweight cryptography with attribute-based encryption standard for secure and scalable IoT system	8
Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distribution	8
Security analysis of smart contract based rating and review systems: the perilous state of blockchain-based recommendation practices	8
A feature selection method with feature ranking using genetic programming	8
A dynamic network traffic classifier using supervised ML for a Docker-based SDN network	8
Quality medical data management within an open AI architecture – cancer patients case	8
Analysis of early fault vibration detection and analysis of offshore wind power transmission based on deep neural network	8
A novel approach for anti-pollution attacks in network coding	8
A novel anomaly detection method for multimodal WSN data flow via a dynamic graph neural network	7
Digital streaming media distribution and transmission process optimisation based on adaptive recurrent neural network	7
An efficient and DoS-resilient name lookup for NDN interest forwarding	7
An effective scheduling in data centres for efficient CPU usage and service level agreement fulfilment using machine learning	7
High-capacity separable reversible data-Hiding method in encrypted images based on block-level encryption and Huffman compression coding	7
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	7
Privacy-preserving location-based traffic density monitoring	7
A hybrid optimization method by incorporating adaptive response strategy for Feedforward neural network	7
HDIEA: high dimensional color image encryption architecture using five-dimensional Gauss-logistic and Lorenz system	7
An SMVQ compressed data hiding scheme based on multiple linear regression prediction	7
RFID network planning using a new hybrid ANNs-based approach	7
SRDD: a lightweight end-to-end object detection with transformer	7
Multi-keywords fuzzy search encryption supporting dynamic update in an intelligent edge network	6
A lightweight D2D security protocol with request-forecasting for next-generation mobile networks	6
A new locally adaptive K-nearest centroid neighbor classification based on the average distance	6
Performance analysis of an improved forked communication network model	6
An adaptive differential evolution algorithm using fitness distance correlation and neighbourhood-based mutation strategy	6
Hierarchical-fuzzy allocation and multi-parameter adjustment prediction for industrial loading optimisation	6
TsFSIM: a three-step fast selection algorithm for influence maximisation in social network	6
An EMD-based data hiding scheme for JPEG images	6
An ensemble machine learning approach for classification tasks using feature generation	6
A multi-dimension traceable privacy-preserving prevention and control scheme of the COVID-19 epidemic based on blockchain	6
An image encryption algorithm based on multi-layered chaotic maps and its security analysis	6
Deep blur detection network with boundary-aware multi-scale features	6
Dynamic activation and enhanced image contour features for object detection	6
RETRACTED ARTICLE: Cloud enabled robust authenticated key agreement scheme for telecare medical information system	5
Learning adversarial policy in multiple scenes environment via multi-agent reinforcement learning	5
Sentiment prediction based on analysis of customers assessments in food serving businesses	5
Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT	5
Research on hybrid intrusion detection based on improved Harris Hawk optimization algorithm	5
Multi-Semantic Alignment Graph Convolutional Network	5
Improving transaction safety via anti-fraud protection based on blockchain	5
COSMIC FP method in software development estimation using artificial neural networks based on orthogonal arrays	5
Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification	5
A hybrid self-adaptive invasive weed algorithm with differential evolution	5
Multi-branch feature learning based speech emotion recognition using SCAR-NET	5
In the context of COVID-19: the impact of employees’ risk perception on work engagement	5
Cost-sensitive regression learning on small dataset through intra-cluster product favoured feature selection	5
A privacy-preserving and efficient data sharing scheme with trust authentication based on blockchain for mHealth	5
CL-ECPE: contrastive learning with adversarial samples for emotion-cause pair extraction	5
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding	5
Robust coal granularity estimation via deep neural network with an image enhancement layer	5
An improved Monte Carlo Tree Search approach to workflow scheduling	5
Collaborative pursuit-evasion game of multi-UAVs based on Apollonius circle in the environment with obstacle	5
Comprehensive evaluation of the intelligence levels for unmanned swarms based on the collective OODA loop and group extension cloud model	4
Automated threat modelling and risk analysis in e-Government using BPMN	4
Safe transductive support vector machine	4
Evaluating performance variations cross cloud data centres using multiview comparative workload traces analysis	4
Blockchain-assisted data sharing supports deduplication for cloud storage	4
Discovery of effective infrequent sequences based on maximum probability path	4
A collaborative auditing scheme with dynamic data updates based on blockchain	4
Collaborative filtering recommendation using fusing criteria against shilling attacks	4
RACNet: risk assessment Net of cervical lesions in colposcopic images	4
Theoretical and empirical validation of software trustworthiness measure based on the decomposition of attributes	4
Entity and relation collaborative extraction approach based on multi-head attention and gated mechanism	4
A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search	4
A high-precision correction method in non-rigid 3D motion poses reconstruction	4
Few shot object detection for headdresses and seats in Thangka Yidam based on ResNet and deformable convolution	4
Do we need to pay technical debt in blockchain software systems?	4
Application of efficient recognition algorithm based on deep neural network in English teaching scene	4
Using active learning selection approach for cross-project software defect prediction	4
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	4
IVP-YOLOv5: an intelligent vehicle-pedestrian detection method based on YOLOv5s	4
Neural network pruning based on channel attention mechanism	4
A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles	4
A feature-based intelligent deduplication compression system with extreme resemblance detection	4
Dual conditional GAN based on external attention for semantic image synthesis	3
Assessing smart light enabled cyber-physical attack paths on urban infrastructures and services	3
An efficiency control strategy of dual-motor multi-gear drive algorithm	3
PS-GCN: psycholinguistic graph and sentiment semantic fused graph convolutional networks for personality detection	3
Semantic-aware multi-task learning for image aesthetic quality assessment	3
Feature recommendation strategy for graph convolutional network	3

Detecting unknown vulnerabilities in smart contracts using opcode sequences	3
Monocular vision based on the YOLOv7 and coordinate transformation for vehicles precise positioning	3
Business process recommendation method based on cost constraints	3
Blockchain-based privacy-preserving multi-tasks federated learning framework	3
Ensemble empirical mode decomposition-based preprocessing method with Multi-LSTM for time series forecasting: a case study for hog prices	3
Affective feature knowledge interaction for empathetic conversation generation	3
Research on the Uyghur morphological segmentation model with an attention mechanism	3
Isolated toughness and fractional ( a,b,n )-critical graphs	3
An improved multi-leader comprehensive learning particle swarm optimisation based on gravitational search algorithm	3
An improved density peaks clustering algorithm by automatic determination of cluster centres	3
Conceptual semantic enhanced representation learning for event recognition in still images	3
Matching heterogeneous ontologies with adaptive evolutionary algorithm	3
Profile-guided optimisation for indirect branches in a binary translator	3
Towards Malay named entity recognition: an open-source dataset and a multi-task framework	3
Fidan: a predictive service demand model for assisting nursing home health-care robots	3
Active learning for deep object detection by fully exploiting unlabeled data	3
Discovery of process variants based on trace context tree	3
On routing algorithms in the internet of vehicles: a survey	3
A dynamic global backbone updating for communication-efficient personalised federated learning	3
Full-span named entity recognition with boundary regression	3
A pricing model for subscriptions in data transactions	3