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A Survey of Domain Knowledge Elicitation in Applied Machine Learning
Kerrigan, Daniel, Hullman, Jessica, Bertini, Enrico
Published in Multimodal technologies and interaction (01.12.2021)
Published in Multimodal technologies and interaction (01.12.2021)
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Journal Article
AI in Context: Harnessing Domain Knowledge for Smarter Machine Learning
Miller, Tymoteusz, Durlik, Irmina, Łobodzińska, Adrianna, Dorobczyński, Lech, Jasionowski, Robert
Published in Applied sciences (01.12.2024)
Published in Applied sciences (01.12.2024)
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Journal Article
Multi‐scale, domain knowledge‐guided attention + random forest: a two‐stage deep learning‐based multi‐scale guided attention models to diagnose idiopathic pulmonary fibrosis from computed tomography images
Yu, Wenxi, Zhou, Hua, Choi, Youngwon, Goldin, Jonathan G., Teng, Pangyu, Wong, Weng Kee, McNitt‐Gray, Michael F., Brown, Matthew S., Kim, Grace Hyun J.
Published in Medical physics (Lancaster) (01.02.2023)
Published in Medical physics (Lancaster) (01.02.2023)
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Journal Article
A domain knowledge graph construction method based on Wikipedia
Yu, Haoze, Li, Haisheng, Mao, Dianhui, Cai, Qiang
Published in Journal of information science (01.12.2021)
Published in Journal of information science (01.12.2021)
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Journal Article
V4RIN: visual analysis of regional industry network with domain knowledge
Xiong, Wenli, Yu, Chenjie, Shi, Chen, Zheng, Yaxuan, Wang, Xiping, Hu, Yanpeng, Yin, Hong, Li, Chenhui, Wang, Changbo
Published in Visual computing for industry, biomedicine and art (15.05.2024)
Published in Visual computing for industry, biomedicine and art (15.05.2024)
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Journal Article
Incorporating monotonic domain knowledge in support vector learning for data mining regression problems
Chuang, Hui-Chi, Chen, Chih-Chuan, Li, Sheng-Tun
Published in Neural computing & applications (01.08.2020)
Published in Neural computing & applications (01.08.2020)
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Journal Article
Dialectical Inferences in the Construction of Social Domain Knowledge: Dialectical Construction of Social Domain Knowledge
Horn, Axel, Castorina, José Antonio, Barreiro, Alicia
Published in Human arenas: an Interdisciplinary journal of psychology, culture, and meaning (01.09.2025)
Published in Human arenas: an Interdisciplinary journal of psychology, culture, and meaning (01.09.2025)
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Journal Article
Urinary tract infections in children: building a causal model-based decision support tool for diagnosis with domain knowledge and prospective data
Ramsay, Jessica A., Mascaro, Steven, Campbell, Anita J., Foley, David A., Mace, Ariel O., Ingram, Paul, Borland, Meredith L., Blyth, Christopher C., Larkins, Nicholas G., Robertson, Tim, Williams, Phoebe C. M., Snelling, Thomas L., Wu, Yue
Published in BMC medical research methodology (08.08.2022)
Published in BMC medical research methodology (08.08.2022)
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Journal Article
The role of domain knowledge in document selection from search results
Liu, Jingjing, Zhang, Xiangmin
Published in Journal of the American Society for Information Science and Technology (01.11.2019)
Published in Journal of the American Society for Information Science and Technology (01.11.2019)
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Journal Article
Segmentation of coronary calcifications with a domain knowledge-based lightweight 3D convolutional neural network
Santos, Rui, Castro, Rui, Baeza, Rúben, Nunes, Fábio, Filipe, Vítor M., Renna, Francesco, Paredes, Hugo, Fontes-Carvalho, Ricardo, Pedrosa, João
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Integrating ISA and Part-of Domain Knowledge into Process Model Discovery
Bottrighi, Alessio, Guazzone, Marco, Leonardi, Giorgio, Montani, Stefania, Striani, Manuel, Terenziani, Paolo
Published in Future internet (01.12.2022)
Published in Future internet (01.12.2022)
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Journal Article
GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition
Luo, Gang, Han, Yutong, Xie, Weichu, Tian, Fuze, Zhu, Lixian, Qian, Kun, Li, Xiaowei, Sun, Shuting, Hu, Bin
Published in Knowledge-based systems (30.01.2025)
Published in Knowledge-based systems (30.01.2025)
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Journal Article