Zobrazeno 1 - 10
of 65
pro vyhledávání: '"RUA-HUAN TSAIH"'
Publikováno v:
Quantitative Finance and Economics, Vol 6, Iss 2, Pp 303-325 (2022)
In this study, we constructed the credit-scoring model of P2P loans by using several machine learning and artificial neural network (ANN) methods, including logistic regression (LR), a support vector machine, a decision tree, random forest, XGBoost,
Externí odkaz:
https://doaj.org/article/b83ba7b874a847f687cbf5da749a6793
Publikováno v:
Communications of the ACM. Mar2023, Vol. 66 Issue 3, p69-77. 9p. 1 Diagram, 7 Charts.
Autor:
RUA-HUAN TSAIH1 tsaih@mis.nccu.edu.tw, YEN, DAVID C.2 david.yen@oneonta.edu, YU-CHIEN CHANG3 y.chang@nccu.edu.tw
Publikováno v:
Communications of the ACM. Aug2015, Vol. 58 Issue 8, p70-75. 6p. 1 Illustration, 3 Diagrams, 1 Chart.
Autor:
Chou-Ching Lin, Hsuan-Ming Lin, Hsiang Wei Hu, Hsuan Chang, Kuan-Yu Chen, Jiun-Yi Yang, Rua-Huan Tsaih, Chi-Hin Un, Chih-Chiang Huang
Publikováno v:
2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS).
Intradialytic hypotension (IDH) is a common complication and make patient get brain and heart disease. This study aimed to use the new method of feature selection to improve the performance of IDH prediction. We used feature importance by a different
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::733a619516909e9639433157eff24d96
https://doi.org/10.1109/ecbios51820.2021.9510559
https://doi.org/10.1109/ecbios51820.2021.9510559
Publikováno v:
IT Professional. 20:19-27
To remain competitive, many brick and mortar (B&M) organizations develop IT-generated content for the purposes of digital learning, marketing, and more. However, many of these organizations have limited experience in generating creative and desirable
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d6c19b2bf43f812f6ed660e9c20e2890
https://doi.org/10.1109/mitp.2017.265105031
https://doi.org/10.1109/mitp.2017.265105031
Publikováno v:
IT Professional. 20:34-41
The authors analyze relevant public information provided by new media to predict the movement of the USD/TWD exchange rate and explore whether big data analytics with machine-learning modeling can exceed the random walk mechanism and the notion of ma
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d3a77aa287e5a24f96b48465e3ee6ae9
https://doi.org/10.1109/mitp.2018.021921649
https://doi.org/10.1109/mitp.2018.021921649
Publikováno v:
IJCNN
Rare Artificial Neural Networks studies address simultaneously the challenges of (1) systematically adjusting the amount of used hidden layer nodes within the learning process, (2) adopting Parametric ReLU activation function instead of tanh function
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6302a0d910e63c8a4ff998db294e3f65
https://doi.org/10.1109/ijcnn.2019.8852023
https://doi.org/10.1109/ijcnn.2019.8852023
Publikováno v:
DSC
For timely and effectively detecting the anomalous network traffic, this study proposes an ANN-based machine-learning algorithm that is able to detect abnormal network traffic in the concept-drifting environment. For exploring the timeliness and effe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3c4c5e5fe81b7ede40f70ad78bc7d974
https://doi.org/10.1109/desec.2018.8625108
https://doi.org/10.1109/desec.2018.8625108
Publikováno v:
Sustainability
Volume 10
Issue 10
Sustainability, Vol 10, Iss 10, p 3706 (2018)
Volume 10
Issue 10
Sustainability, Vol 10, Iss 10, p 3706 (2018)
In the digital era, organizations are increasingly tasked with creating and utilizing new content, applications, and/or services through the use of advanced information and communication technologies (ICT) to sustain a competitive advantage. Indeed,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::302b4ab39c74483518eb8a080ef44542
Publikováno v:
Communications of the ACM. 58:70-75
The National Palace Museum in Taiwan had to partner with experienced cloud providers to deliver television-quality exhibits.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aaadd9db81aad3166085f45d7f285287
https://doi.org/10.1145/2716309
https://doi.org/10.1145/2716309