OOIR: Observatory of International Research

Papers

(The TQCC of Connection Science is 7. 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 2020-03-01 to 2024-03-01.)

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
Modelling and simulation of sprinters’ health promotion strategy based on sports biomechanics	14
Blockchain-based anonymous authentication for traffic reporting in VANETs	14
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
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
A blockchain-based lightweight authentication and key agreement scheme for internet of vehicles	9
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 hybrid differential evolution for multi-objective optimisation problems	8
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
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