1 |
Breiman, L.(2001), Random forests, Machine learning, Vol. 45, No. 1, pp. 5-32.
DOI
|
2 |
Breiman, L., J. H. Friedman, R. Olshen, and C. J. Stone (1984), Classification and Regression Trees, Wordsworth.
|
3 |
Cho, I. S., J. W. Cho, and S. W. Lee(2018), A Basic Study on the Measured Data Analysis of Berthing Velocity of Ships, Journal of Coastal Disaster Prevention, Vol. 5, No. 2, pp. 61-71.
DOI
|
4 |
Diersen, S., E. J. Lee, D. Spears, P. Chen, and L. Wang (2011), Classification of seismic windows using artificial neural networks, Procedia computer science, Vol. 4, pp. 1572-1581.
DOI
|
5 |
Han, J., J. Pei, and M. Kamber(2011), Data Mining: Concepts and Techniques, Elsevier.
|
6 |
Harris, D. and S. Harris(2007), Digital design and computer architecture, Morgan Kaufmann.
|
7 |
Kim, M. K., J. H. Kim, and H. Yang(2019), Gyroscope Signal Denoising of Ship's Autopilot using Kalman Filter and Multi-Layer Perceptron, Journal of the Korean Society of Marine Environment & Safety, Vol. 25, No. 6, pp. 809-818.
DOI
|
8 |
Hastie, T., R. Tibshirani, and J. Friedman(2009), The elements of statistical learning: data mining, inference, and prediction, Springer Science & Business Media.
|
9 |
Jun, S. Y., Y. M. Kim, B. G. Woo, and H. Chung(2008), A Systematic Approach to Decide Maximum Berthing Ship Size Coupled with Berth Design Criteria, Journal of the Korean Society of Marine Environment & Safety, Vol. 14, No. 1, pp. 45-54.
|
10 |
Kanal, L. N.(2003), Perceptron, Encyclopedia of Computer Science, pp. 1383-1385.
|
11 |
Kohavi, R.(1995), A study of cross-validation and bootstrap for accuracy estimation and model selection. In Ijcai, Vol. 14, No. 2, pp. 1137-1145.
|
12 |
Brolsma, J. U.(1977), On Fender Design and Berthing Velocities, Proc. International Navigation Congress, Section II, Subject 4, pp. 87-100.
|
13 |
Lee, S. W., J. W. Cho, and I. S. Cho(2019), Estimation of Berthing Velocity Using Probability Distribution Characteristics in Tanker Terminal. Journal of Navigation and Port Research, Vol. 43, No. 3, pp. 186-196.
DOI
|
14 |
Zheng, A. and A. Casari(2018), Feature Engineering for Machine Learning: Principles and Techniques for Data Scientist, O'Reilly Media Inc.
|
15 |
PIANC(2020), Berthing Velocity Analysis of Seagoing Vessels over 30,000DWT, Working group 145 of the MARITIME NAVIGATION COMMISSION.
|
16 |
Rosenblatt, F.(1962). Principles of Neurodynamics, Spartan Books.
|
17 |
Roubos, A., L. Groenewegen, and D. J. Peters(2017), Berthing velocity of large seagoing vessels in the port of Rotterdam. Marine Structures, Vol. 51, pp. 202-219.
DOI
|
18 |
Shalev-Shwartz, S. and S. Ben-David(2014), Understanding machine learning: From theory to algorithms, Cambridge university press.
|
19 |
Tukey, J. W.(1977), Exploratory Data Analysis, Addison-Wesley Pub. Co.
|
20 |
Ministry of oceans and fisheries(2017), Harbor and Fishery Design Criteria.
|