Analysis of Subway Passenger Flow for a Smarter City: Knowledge Extraction From Seoul Metro’s ‘Untraceable’ Big Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2985734
Abstract: Timely and efficient analysis of big data collected from various gateways installed in a smart city is an intractable problem and requires immediate priority. Given the stochastic and massive nature of big data, the existing… read more here.
Keywords: knowledge extraction; big data; analysis; seoul metro ... See more keywords
Hybrid Knowledge Extraction Framework Using Modified Adaptive Genetic Algorithm and BPNN
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3188689
Abstract: Fault diagnosis based on the expert system (ES) is still a research topic of manufacturing in Industry 4.0 because of the stronger interpretability. As the core component of the ES, fault diagnosis accuracy is positively… read more here.
Keywords: knowledge extraction; extraction framework; rule; framework ... See more keywords
Fuzzy Clustering With Knowledge Extraction and Granulation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2022.3195033
Abstract: Knowledge-based clustering algorithms can improve traditional clustering models by introducing domain knowledge to identify the underlying data structure. While there have been several approaches to clustering with the guidance of knowledge tidbits, most of them… read more here.
Keywords: knowledge extraction; granular knowledge; extraction granulation; knowledge ... See more keywords
The use of knowledge extraction in predicting customer churn in B2B
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Big Data"
DOI: 10.1186/s40537-021-00500-3
Abstract: Data mining techniques were used to investigate the use of knowledge extraction in predicting customer churn in insurance companies. Data were included from a health insurance company for providing insight into churn behaviour based on… read more here.
Keywords: churn; knowledge extraction; data mining; extraction predicting ... See more keywords
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI
Sign Up to like & getrecommendations! Published in 2024 at "PLOS ONE"
DOI: 10.1371/journal.pone.0315434
Abstract: Development of artificial intelligence (AI) for medical imaging demands curation and cleaning of large-scale clinical datasets comprising hundreds of thousands of images. Some modalities, such as mammography, contain highly standardized imaging. In contrast, breast ultrasound… read more here.
Keywords: open source; knowledge extraction; breast ultrasound; source software ... See more keywords
KEDformer: Knowledge extraction seasonal trend decomposition for long-term sequence prediction
Sign Up to like & getrecommendations! Published in 2024 at "PLOS One"
DOI: 10.1371/journal.pone.0335047
Abstract: Time series forecasting is essential in energy, finance, and meteorology. However, existing Transformer-based models face challenges with computational inefficiency and poor generalization for long-term sequences. To address these issues, this study proposes the KEDformer framework.… read more here.
Keywords: term; knowledge extraction; long term; extraction seasonal ... See more keywords
Automatic knowledge extraction from Chinese electronic medical records and rheumatoid arthritis knowledge graph construction
Sign Up to like & getrecommendations! Published in 2023 at "Quantitative Imaging in Medicine and Surgery"
DOI: 10.21037/qims-22-1158
Abstract: Background Knowledge graphs are a powerful tool for organizing knowledge, processing information and integrating scattered information, effectively visualizing the relationships among entities and supporting further intelligent applications. One of the critical tasks in building knowledge… read more here.
Keywords: knowledge extraction; extraction; knowledge graph; knowledge ... See more keywords
From Knowledge Extraction to Assertive Response: An LLM Chatbot for Information Retrieval in Telemedicine Systems
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app152111732
Abstract: The development of new technologies, improved by advances in artificial intelligence, has enabled the creation of a new generation of applications in different scenarios. In medical systems, adopting AI-driven solutions has brought new possibilities, but… read more here.
Keywords: chatbot; telemedicine; information retrieval; knowledge extraction ... See more keywords
Disease- and Drug-Related Knowledge Extraction for Health Management from Online Health Communities Based on BERT-BiGRU-ATT
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph192416590
Abstract: Knowledge extraction from rich text in online health communities can supplement and improve the existing knowledge base, supporting evidence-based medicine and clinical decision making. The extracted time series health management data of users can help… read more here.
Keywords: knowledge extraction; health; online health; knowledge ... See more keywords