Zobrazeno 1 - 10
of 153
pro vyhledávání: '"Mun Yong Yi"'
Publikováno v:
BMC Medical Imaging, Vol 24, Iss 1, Pp 1-18 (2024)
Abstract Background Convolutional neural network-based image processing research is actively being conducted for pathology image analysis. As a convolutional neural network model requires a large amount of image data for training, active learning (AL
Externí odkaz:
https://doaj.org/article/3d6ed6f9465845ff8438ece192681dde
Publikováno v:
IEEE Access, Vol 10, Pp 43738-43750 (2022)
This paper proposes practical weapon target assignment (WTA) algorithms for a defense system to counter multiple targets concentrated within a narrow area, such as low-altitude rocket threats or drone swarms. Since the probability of kill (PK) is gre
Externí odkaz:
https://doaj.org/article/f57b1ee55d064996866f2eef2b0f8923
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-18 (2022)
Abstract This paper proposes a deep learning-based patch label denoising method (LossDiff) for improving the classification of whole-slide images of cancer using a convolutional neural network (CNN). Automated whole-slide image classification is ofte
Externí odkaz:
https://doaj.org/article/0d62aa252d124e35a6bb66a84e357ac3
Autor:
Young Sin Ko, Yoo Mi Choi, Mujin Kim, Youngjin Park, Murtaza Ashraf, Willmer Rafell Quiñones Robles, Min-Ju Kim, Jiwook Jang, Seokju Yun, Yuri Hwang, Hani Jang, Mun Yong Yi
Publikováno v:
PLoS ONE, Vol 17, Iss 12, p e0278542 (2022)
BackgroundColorectal and gastric cancer are major causes of cancer-related deaths. In Korea, gastrointestinal (GI) endoscopic biopsy specimens account for a high percentage of histopathologic examinations. Lack of a sufficient pathologist workforce c
Externí odkaz:
https://doaj.org/article/0b5c3a0c7c2c45f288da0eb93e714aa5
Publikováno v:
Diagnostics, Vol 12, Iss 6, p 1493 (2022)
CNN-based image processing has been actively applied to histopathological analysis to detect and classify cancerous tumors automatically. However, CNN-based classifiers generally predict a label with overconfidence, which becomes a serious problem in
Externí odkaz:
https://doaj.org/article/4d9a8cadd80b4fbe82573e65e0126983
Publikováno v:
International Journal of Human–Computer Interaction. 38:1891-1908
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::919d5f18154131b74f6ad36bcbc992c0
https://doi.org/10.1080/10447318.2022.2116414
https://doi.org/10.1080/10447318.2022.2116414
Autor:
Chang-Hoo Jeong, Mun Yong Yi
Publikováno v:
The Journal of Supercomputing. 79:1289-1317
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2f79e223f93be4dcfe376d6e5783c7cb
https://doi.org/10.1007/s11227-022-04686-y
https://doi.org/10.1007/s11227-022-04686-y
Publikováno v:
Atmosphere, Vol 12, Iss 2, p 261 (2021)
Nowcasting is an important technique for weather forecasting because sudden weather changes significantly affect human life. The encoding-forecasting model, which is a state-of-the-art architecture in the field of data-driven radar extrapolation, doe
Externí odkaz:
https://doaj.org/article/8c428886f5bc42289dd4fa5aaefbab19
Publikováno v:
2023 IEEE International Conference on Big Data and Smart Computing (BigComp).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d0abaccf26bbcf2c9dac3c59803f051e
https://doi.org/10.1109/bigcomp57234.2023.00023
https://doi.org/10.1109/bigcomp57234.2023.00023
Autor:
Mun Yong Yi, Hyojin Chin
Publikováno v:
International Journal of Human–Computer Interaction. 38:1153-1167
Conversational agents (CAs) offer new functionality and convenience. While their sales have been soaring, they have also rapidly become victims of verbal abuse by their users. Without proper handli...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8e010b9d6293a451bff3c7c380190336
https://doi.org/10.1080/10447318.2021.1987680
https://doi.org/10.1080/10447318.2021.1987680