1 |
Honqmei Li, Jinying Huang, and Shuwei Ji, "Bearing Fault Diagnosis with a Feature Fusion Method Based on An Ensemble Convolutional Neural Network and Deep Neural Network," Sensors (Basel, Switzerland), Vol. 19, Issue 9, pp. 2034, 2019.
DOI
|
2 |
Jojo Moolayil, "Learn Keras for Deep Neural Networks: A Fast-Track Approach to Modern Deep Learning with Python," Apress, 2019.
|
3 |
Ji-young Son, Yoon-shin Kim, Yeon-jung Kim, Jong-tae Lee, and Yong-sung Cho, "Yellow Dust Effect Analysis in Evaluating the Risk of Urban Air Pollution-The Effect of Total Deaths and the Mortality Rate by the Cause in Seoul," Journal of the Korean Environmental Health Association, Vol.35, No. 4, pp. 249-258, 2009.
|
4 |
Sanjay Rajagopalan, Sadeer G. Al-Kindi, and Robert D. Brook, "Air Pollution and Cardiovascular Disease: JACC State-of-the-Art Review," Journal of American College of Cardiology, 2018 Oct, Vol.72, No.17, pp. 2054-2070, 2018.
DOI
|
5 |
Sindana D. Ilango, and Rachel M. Shaffer, "Air Pollution, Cardiovascular Disease, and Dementia," JAMA Neurology, Vol.77, No.12, 2020. doi:10.1001/jamaneurol.2020.4309
DOI
|
6 |
Wonil Lee, Byungjai Kim, and HyunWook Park, "Quantification of Intravoxel Incoherent Motion with Optimized B-values Using Deep Neural Network," Magnetic Resonance in Medicine, Feb. 2021. DOI: 10.1002/mrm.28708
DOI
|
7 |
Time Average Air Envitonment Information by Period in Seoul, Seoul Open Data Plaza, http://data.seoul.go.kr
|
8 |
N. Yuvaraj, R. Arshath Raja, N.V. Kousik, Prashant Johri, and Mario Jose Divan, "Chapter15 - Analysis on the Prediction of Central Line-Associated Bloodstream Infections (CLABSI) Using Deep Neural Network Classification," Computational Intelligence and Its Applications in Healthcare, Academic Press, pp. 229-244, 2020. https://doi.org/10.1016/B978-0-12-820604-1.00016-9
DOI
|
9 |
Russell, Stuart, "Artificial Intelligence: A Modern Approach," Pearson Education, 2017.
|
10 |
Ingook Cheon, "Artificial Intelligence: Machine Learning and Deep Learning by Python," Infinity Books, 2020.
|
11 |
Jaeyun Choi, "Effects of Social Risk from Corona-19 (COVID-19) on Consumer Sentiment and HMR Purchasing Patterns", Graduate School of Living and Environment, Yonsei University, 2020, Seoul.
|
12 |
Ki-hyuk Lee, Woo-sung Hwang, and Myung-ryul Choi, "1-DCRNN Model Design for Predicting Fine Dust Risk Stages," Digital Convergence Research, Vol.19, No.2, pp.215-550, 2021.
|
13 |
Victor Fabius, Sajal Kohli, Bjorn Timelin, and sofia Moulvad Varanen, "How COVID-19 is Changing Consumer Behavior-Now and Forever", McKinsey & Company, July 2020.
|
14 |
Wesley Chai, Mark Labbe, and Craig Stedman, "Big Data Analytics," 2021. https://searchbusinessanalytics.techtarget.com/definition/big-data-analytics
|
15 |
Jen-Tzung Chien, "Source Separation and Machine Learning," Elsevier: Academic Press, 2019.
|
16 |
Sadeer G. Al-Kindi, Robert D. Brook, Shyam Biswal, and Sanjay Rajagopalan, "Environmental determinants of cardiovascular disease: lessons learned from air pollution,", Nature Reviews Cardiology, Vol.17, pp. 656-672, 2020.
DOI
|
17 |
Katy Warr, "Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery," O'Reilly Media, 2019.
|
18 |
Gilbert Lim, Wynne Hsu, Mong Li Lee, Daniel Shu Wei Ting, and Tien Yin Wong, "Chapter 21 - Technical and Clinical Challenges of A.I. in Retinal Image Analysis," Computational Retinal Image Analysis::Tools, Applications and Perspectives, Academic Press, pp. 445-466, 2019. https://doi.org/10.1016/B978-0-08-102816-2.00022-8
DOI
|
19 |
Ian Goodfellow, Yoshua Bengio and Aaron Courville, "Deep Learning," MIT Express, 2016.
|
20 |
Jun Wu, Jian Wang, Stephen Nicholas, Elizabeth Maitland, and Qiuyan Fan, "Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations", Journal of Medical Internet Research, Vol. 22, No. 10: e21980, Oct. 2020. doi:10.2196/21980.
DOI
|
21 |
Duralia Oana, "The Impact of the Current Crisis Generated by the Pandemic on Consumer Behavior", Studies in Business and Economics, Vol. 15, Issue 2, Oct. 2020. https://doi.org/10.2478/sbe.2020-0027
DOI
|
22 |
Bruce Lehrman, "Big Data's Role in the Post-COVID Era", Data Agility, Vol. 16, Issue 11, Sept. 2020. www.pipelinepub.com.
|
23 |
Sangho Kim, "A Study on Relationship of BDBA (Big Data Business Analytics) System and Supply Chain Management," Journal of Korea Research Association of International Commerce, Vol. 19, No. 2, pp. 89-107, 2019.
DOI
|