Connection Science

Article	Citations
Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges	68
S_I_LSTM: stock price prediction based on multiple data sources and sentiment analysis	49
Binary atom search optimisation approaches for feature selection	42
A novel blockchain-based privacy-preserving framework for online social networks	40
Multi-Keyword ranked search based on mapping set matching in cloud ciphertext storage system	37
Effective classification of android malware families through dynamic features and neural networks	28
An emotional classification method of Chinese short comment text based on ELECTRA	25
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification	24
Adaptive weights learning in CNN feature fusion for crime scene investigation image classification	23
API recommendation for Mashup creation based on neural graph collaborative filtering	23
The identification of influential nodes based on structure similarity	23
Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting	22
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems	21
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	21
A formally verified authentication protocol in secure framework for mobile healthcare during COVID-19-like pandemic	21
A real-world service mashup platform based on data integration, information synthesis, and knowledge fusion	20
A text classification method based on a convolutional and bidirectional long short-term memory model	20
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	19
NFMF: neural fusion matrix factorisation for QoS prediction in service selection	19
A lightweight authentication scheme for telecare medical information system	19
Extending emotional lexicon for improving the classification accuracy of Chinese film reviews	18
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience	17
CNN Convolutional layer optimisation based on quantum evolutionary algorithm	17
Prediction of customer engagement behaviour response to marketing posts based on machine learning	16
A novel cluster head selection using Hybrid Artificial Bee Colony and Firefly Algorithm for network lifetime and stability in WSNs	16

A sigmoid attractiveness based improved firefly algorithm and its applications in IIR filter design	15
A novel image compression technology based on vector quantisation and linear regression prediction	15
Composition pattern-aware web service recommendation based on depth factorisation machine	15
WTL-CNN: a news text classification method of convolutional neural network based on weighted word embedding	15
BFS: A blockchain-based financing scheme for logistics company in supply chain finance	14
5GSS: a framework for 5G-secure-smart healthcare monitoring	14
ClothGAN: generation of fashionable Dunhuang clothes using generative adversarial networks	14
An edge streaming data processing framework for autonomous driving	14
Modelling and simulation of sprinters’ health promotion strategy based on sports biomechanics	14
Blockchain-based anonymous authentication for traffic reporting in VANETs	14
A novel data representation framework based on nonnegative manifold regularisation	13
Self-adaptive spatial-temporal network based on heterogeneous data for air quality prediction	13
Intelligent garbage classification system based on improve MobileNetV3-Large	13
Empirical research of accounting conservatism, corporate governance and stock price collapse risk based on panel data model	12
An extrinsic random-based ensemble approach for android malware detection	12
Blockchain application in P2P energy markets: social and legal aspects	12
The abnormal traffic detection scheme based on PCA and SSH	12
TCN enhanced novel malicious traffic detection for IoT devices	12
An adaptive defense mechanism to prevent advanced persistent threats	12
An efficient attribute-based encryption scheme based on SM9 encryption algorithm for dispatching and control cloud	12
Multi-stream part-fused graph convolutional networks for skeleton-based gait recognition	11
CG-Art: demystifying the anthropocentric bias of artistic creativity	11
Securing top-k query processing in two-tiered sensor networks	11
Selective transfer learning with adversarial training for stock movement prediction	11
AMGNET: multi-scale graph neural networks for flow field prediction	11
An efficient sparse pruning method for human pose estimation	10
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	10
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments	10
A new method for weighted ensemble clustering and coupled ensemble selection	10
Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development	10
A content-based recommendation approach based on singular value decomposition	10
A conditional opposition-based particle swarm optimisation for feature selection	10
Analysing rumours spreading considering self-purification mechanism	10
ASM-VoFDehaze: a real-time defogging method of zinc froth image	9
Automatic classification method of liver ultrasound standard plane images using pre-trained convolutional neural network	9
A simple but effective method for Indonesian automatic text summarisation	9
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	9
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	9
A blockchain-based lightweight authentication and key agreement scheme for internet of vehicles	9
Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distribution	8
Automated breast cancer detection by reconstruction independent component analysis (RICA) based hybrid features using machine learning paradigms	8
Memory-augmented meta-learning on meta-path for fast adaptation cold-start recommendation	8
Lithium-ion battery state-of-charge estimation based on a dual extended Kalman filter and BPNN correction	8
ALSEE: a framework for attribute-level sentiment element extraction towards product reviews	8
Image semantic segmentation with hierarchical feature fusion based on deep neural network	8
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	8
Anomaly detection of industrial state quantity time-Series data based on correlation and long short-term memory	8
A hybrid differential evolution for multi-objective optimisation problems	8
SysML-based compositional verification and safety analysis for safety-critical cyber-physical systems	7
State-of-charge estimation for Lithium-Ion batteries using Kalman filters based on fractional-order models	7

Energy-efficient control of thermal comfort in multi-zone residential HVAC via reinforcement learning	7
A novel approach for anti-pollution attacks in network coding	7
Digital streaming media distribution and transmission process optimisation based on adaptive recurrent neural network	7
Personalised context-aware re-ranking in recommender system	7
Towards the cognitive and psychological perspectives of crowd behaviour: a vision-based analysis	7
New modified exponentially weighted moving average-moving average control chart for process monitoring	7
An SMVQ compressed data hiding scheme based on multiple linear regression prediction	7
Image super-resolution reconstruction based on multi-scale dual-attention	7
An effective scheduling in data centres for efficient CPU usage and service level agreement fulfilment using machine learning	7
Using machine learning techniques for DSP software performance prediction at source code level	7
A novel general kernel-based non-negative matrix factorisation approach for face recognition	7
Content-based image retrieval using block truncation coding based on edge quantization	7
A community partitioning algorithm based on network enhancement	7
Multi-keywords fuzzy search encryption supporting dynamic update in an intelligent edge network	6
A text classification method based on LSTM and graph attention network	6
Deep blur detection network with boundary-aware multi-scale features	6
TsFSIM: a three-step fast selection algorithm for influence maximisation in social network	6
Integrate the hierarchical cluster elliptic curve key agreement with multiple secure data transfer modes into wireless sensor networks	6
An efficient and DoS-resilient name lookup for NDN interest forwarding	6
SRDD: a lightweight end-to-end object detection with transformer	6
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction	6
Performance analysis of an improved forked communication network model	6
Aggregating multi-scale contextual features from multiple stages for semantic image segmentation	6
A dynamic network traffic classifier using supervised ML for a Docker-based SDN network	6
Security analysis of smart contract based rating and review systems: the perilous state of blockchain-based recommendation practices	6
Tyre pattern image retrieval – current status and challenges	6
CASH: correlation-aware scheduling to mitigate soft error impact on heterogeneous multicores	6
Blockchain-based cross-user data shared auditing	6
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	5
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	5
Extracting road maps from high-resolution satellite imagery using refined DSE-LinkNet	5
A feature selection method with feature ranking using genetic programming	5
Dynamic activation and enhanced image contour features for object detection	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
Cost-sensitive regression learning on small dataset through intra-cluster product favoured feature selection	5
A team-based multitask data acquisition scheme under time constraints in mobile crowd sensing	5
Privacy-preserving location-based traffic density monitoring	5
High-capacity separable reversible data-Hiding method in encrypted images based on block-level encryption and Huffman compression coding	5
A novel anomaly detection method for multimodal WSN data flow via a dynamic graph neural network	5
Analysis of early fault vibration detection and analysis of offshore wind power transmission based on deep neural network	5
An EMD-based data hiding scheme for JPEG images	4
A hybrid self-adaptive invasive weed algorithm with differential evolution	4
Sentiment prediction based on analysis of customers assessments in food serving businesses	4
An adaptive differential evolution algorithm using fitness distance correlation and neighbourhood-based mutation strategy	4
RFID network planning using a new hybrid ANNs-based approach	4
HDIEA: high dimensional color image encryption architecture using five-dimensional Gauss-logistic and Lorenz system	4
A hybrid optimization method by incorporating adaptive response strategy for Feedforward neural network	4
A new locally adaptive K-nearest centroid neighbor classification based on the average distance	4
A high-precision correction method in non-rigid 3D motion poses reconstruction	4
Hybrid lightweight cryptography with attribute-based encryption standard for secure and scalable IoT system	4
Quality medical data management within an open AI architecture – cancer patients case	4
Collaborative filtering recommendation using fusing criteria against shilling attacks	4
A lightweight D2D security protocol with request-forecasting for next-generation mobile networks	4
An improved Monte Carlo Tree Search approach to workflow scheduling	4
Hierarchical-fuzzy allocation and multi-parameter adjustment prediction for industrial loading optimisation	4
CL-ECPE: contrastive learning with adversarial samples for emotion-cause pair extraction	4
Optimal feature selection and invasive weed tunicate swarm algorithm-based hierarchical attention network for text classification	4
A feature-based intelligent deduplication compression system with extreme resemblance detection	4
A multi-dimension traceable privacy-preserving prevention and control scheme of the COVID-19 epidemic based on blockchain	4
Do we need to pay technical debt in blockchain software systems?	4
In the context of COVID-19: the impact of employees’ risk perception on work engagement	4
RACNet: risk assessment Net of cervical lesions in colposcopic images	4
Lightweight multilayer interactive attention network for aspect-based sentiment analysis	4
Entity and relation collaborative extraction approach based on multi-head attention and gated mechanism	3
Feature recommendation strategy for graph convolutional network	3
Blockchain-assisted data sharing supports deduplication for cloud storage	3
Business process recommendation method based on cost constraints	3
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding	3
Comprehensive evaluation of the intelligence levels for unmanned swarms based on the collective OODA loop and group extension cloud model	3
Evaluating performance variations cross cloud data centres using multiview comparative workload traces analysis	3
An improved multi-leader comprehensive learning particle swarm optimisation based on gravitational search algorithm	3
COSMIC FP method in software development estimation using artificial neural networks based on orthogonal arrays	3
Discovery of effective infrequent sequences based on maximum probability path	3
Threat analysis model to control IoT network routing attacks through deep learning approach	3
Towards Malay named entity recognition: an open-source dataset and a multi-task framework	3
Theoretical and empirical validation of software trustworthiness measure based on the decomposition of attributes	3
A multimodal hybrid parallel network intrusion detection model	3
A multi-objective bilevel optimisation evolutionary algorithm with dual populations lower-level search	3
RETRACTED ARTICLE: Cloud enabled robust authenticated key agreement scheme for telecare medical information system	3

Learning adversarial policy in multiple scenes environment via multi-agent reinforcement learning	3
Few shot object detection for headdresses and seats in Thangka Yidam based on ResNet and deformable convolution	3
Ensemble empirical mode decomposition-based preprocessing method with Multi-LSTM for time series forecasting: a case study for hog prices	3
Realised volatility prediction of high-frequency data with jumps based on machine learning	2
Neural-based automatic scoring model for Chinese-English interpretation with a multi-indicator assessment	2
Multi-branch feature learning based speech emotion recognition using SCAR-NET	2
ZigZag transform with Durstenfeld shuffle for fast and secure image encryption	2
Isolated toughness and fractional ( a,b,n )-critical graphs	2
Multi-Semantic Alignment Graph Convolutional Network	2
Improving transaction safety via anti-fraud protection based on blockchain	2
Matching heterogeneous ontologies with adaptive evolutionary algorithm	2
A pricing model for subscriptions in data transactions	2
Discovery of process variants based on trace context tree	2
Assessing smart light enabled cyber-physical attack paths on urban infrastructures and services	2
Using active learning selection approach for cross-project software defect prediction	2
Predicting before acting: improving policy quality by taking a vision of consequence	2
CGRS: Collaborative Knowledge Propagation Graph Attention Network for Recipes Recommendation	2
Semantic-aware multi-task learning for image aesthetic quality assessment	2
Resisting bad mouth attack in vehicular platoon using node-centric weight-based trust management algorithm (NC-WTM)	2
A novel appliance-based secure data aggregation scheme for bill generation and demand management in smart grids	2
Research on social recommendation algorithm based on fuzzy subjective trust	2
Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT	2
Application of efficient recognition algorithm based on deep neural network in English teaching scene	2
Simulation research on safety detection of pattern rope jumping motion based on large data background	2
Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks	2
Malware detection based on visualization of recombined API instruction sequence	2
What is beautiful is not always good: influence of machine learning-derived photo attractiveness on intention to initiate social interactions in mobile dating applications	2
An improved density peaks clustering algorithm by automatic determination of cluster centres	2
Monocular vision based on the YOLOv7 and coordinate transformation for vehicles precise positioning	2
Conceptual semantic enhanced representation learning for event recognition in still images	2