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 2020-11-01 to 2024-11-01.)

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
Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting	25
A Hybrid parallel deep learning model for efficient intrusion detection based on metric learning	25
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems	24
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
A formally verified authentication protocol in secure framework for mobile healthcare during COVID-19-like pandemic	23
CNN Convolutional layer optimisation based on quantum evolutionary algorithm	22
NFMF: neural fusion matrix factorisation for QoS prediction in service selection	21
A lightweight authentication scheme for telecare medical information system	21
Prediction of customer engagement behaviour response to marketing posts based on machine learning	21
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
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
Blockchain-based anonymous authentication for traffic reporting in VANETs	17
An efficient attribute-based encryption scheme based on SM9 encryption algorithm for dispatching and control cloud	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
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
A dynamic key management and secure data transfer based on m-tree structure with multi-level security framework for Internet of vehicles	13
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
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
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
ALSEE: a framework for attribute-level sentiment element extraction towards product reviews	11
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
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
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
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
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