OOIR: Observatory of International Research

Papers

(The TQCC of Connection Science is 8. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges	74
S_I_LSTM: stock price prediction based on multiple data sources and sentiment analysis	54
A novel blockchain-based privacy-preserving framework for online social networks	44
Effective classification of android malware families through dynamic features and neural networks	29
An emotional classification method of Chinese short comment text based on ELECTRA	26
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification	25
A Swish RNN based customer churn prediction for the telecom industry with a novel feature selection strategy	24
A text classification method based on a convolutional and bidirectional long short-term memory model	24
The identification of influential nodes based on structure similarity	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
API recommendation for Mashup creation based on neural graph collaborative filtering	23
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems	22
Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting	22
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	22
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience	20
NFMF: neural fusion matrix factorisation for QoS prediction in service selection	20
A real-world service mashup platform based on data integration, information synthesis, and knowledge fusion	20
A lightweight authentication scheme for telecare medical information system	20
A novel cluster head selection using Hybrid Artificial Bee Colony and Firefly Algorithm for network lifetime and stability in WSNs	18
Extending emotional lexicon for improving the classification accuracy of Chinese film reviews	18
CNN Convolutional layer optimisation based on quantum evolutionary algorithm	18
Prediction of customer engagement behaviour response to marketing posts based on machine learning	18
5GSS: a framework for 5G-secure-smart healthcare monitoring	17
WTL-CNN: a news text classification method of convolutional neural network based on weighted word embedding	16

Composition pattern-aware web service recommendation based on depth factorisation machine	16
BFS: A blockchain-based financing scheme for logistics company in supply chain finance	16
A novel image compression technology based on vector quantisation and linear regression prediction	16
AMGNET: multi-scale graph neural networks for flow field prediction	16
Modelling and simulation of sprinters’ health promotion strategy based on sports biomechanics	15
Blockchain-based anonymous authentication for traffic reporting in VANETs	15
An edge streaming data processing framework for autonomous driving	14
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments	14
The abnormal traffic detection scheme based on PCA and SSH	14
ClothGAN: generation of fashionable Dunhuang clothes using generative adversarial networks	14
Intelligent garbage classification system based on improve MobileNetV3-Large	14
Blockchain application in P2P energy markets: social and legal aspects	13
An efficient attribute-based encryption scheme based on SM9 encryption algorithm for dispatching and control cloud	13
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
TCN enhanced novel malicious traffic detection for IoT devices	13
Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development	13
A new method for weighted ensemble clustering and coupled ensemble selection	12
An extrinsic random-based ensemble approach for android malware detection	12
An adaptive defense mechanism to prevent advanced persistent threats	12
An efficient sparse pruning method for human pose estimation	12
Empirical research of accounting conservatism, corporate governance and stock price collapse risk based on panel data model	12
A conditional opposition-based particle swarm optimisation for feature selection	11
Selective transfer learning with adversarial training for stock movement prediction	11
A content-based recommendation approach based on singular value decomposition	11
Energy-efficient control of thermal comfort in multi-zone residential HVAC via reinforcement learning	11
Image semantic segmentation with hierarchical feature fusion based on deep neural network	11
Multi-stream part-fused graph convolutional networks for skeleton-based gait recognition	11
Securing top-k query processing in two-tiered sensor networks	11
Analysing rumours spreading considering self-purification mechanism	10
GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification	10
A simple but effective method for Indonesian automatic text summarisation	10
Automatic classification method of liver ultrasound standard plane images using pre-trained convolutional neural network	10
Deep and hybrid learning of MRI diagnosis for early detection of the progression stages in Alzheimer’s disease	10
A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain	10
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	10
A multimodal hybrid parallel network intrusion detection model	10
BFG: privacy protection framework for internet of medical things based on blockchain and federated learning	9
Blockchain-based cross-user data shared auditing	9
Memory-augmented meta-learning on meta-path for fast adaptation cold-start recommendation	9
A blockchain-based lightweight authentication and key agreement scheme for internet of vehicles	9
Anomaly detection of industrial state quantity time-Series data based on correlation and long short-term memory	9
Lithium-ion battery state-of-charge estimation based on a dual extended Kalman filter and BPNN correction	9
ALSEE: a framework for attribute-level sentiment element extraction towards product reviews	9
ASM-VoFDehaze: a real-time defogging method of zinc froth image	9
NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention	8
KG4Py: A toolkit for generating Python knowledge graph and code semantic search	8
Automated breast cancer detection by reconstruction independent component analysis (RICA) based hybrid features using machine learning paradigms	8
Image super-resolution reconstruction based on multi-scale dual-attention	8
Personalised context-aware re-ranking in recommender system	8

State-of-charge estimation for Lithium-Ion batteries using Kalman filters based on fractional-order models	8
A novel general kernel-based non-negative matrix factorisation approach for face recognition	8
A hybrid differential evolution for multi-objective optimisation problems	8
Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distribution	8
Towards the cognitive and psychological perspectives of crowd behaviour: a vision-based analysis	8
A novel approach for anti-pollution attacks in network coding	8