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Option pricing and profitability: A comprehensive examination of machine learning, Black-Scholes, and Monte Carlo method.
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- Communications for Statistical Applications & Methods, 2024, v. 31, n. 5, p. 585, doi. 10.29220/CSAM.2024.31.5.585
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A comparison of imputation methods using machine learning models.
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- Communications for Statistical Applications & Methods, 2023, v. 30, n. 3, p. 331, doi. 10.29220/CSAM.2023.30.3.331
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- Article
Recent deep learning methods for tabular data.
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- Communications for Statistical Applications & Methods, 2023, v. 30, n. 2, p. 215, doi. 10.29220/CSAM.2023.30.2.215
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- Article
Is it possible to forecast KOSPI direction using deep learning methods?
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- Communications for Statistical Applications & Methods, 2021, v. 28, n. 4, p. 329, doi. 10.29220/CSAM.2021.28.4.329
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Understanding recurrent neural network for texts using English-Korean corpora.
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- Communications for Statistical Applications & Methods, 2020, v. 27, n. 3, p. 313, doi. 10.29220/CSAM.2020.27.3.313
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Introduction to convolutional neural network using Keras; an understanding from a statistician.
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- Communications for Statistical Applications & Methods, 2019, v. 26, n. 6, p. 591, doi. 10.29220/CSAM.2019.26.6.591
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- Article
Forecasting daily PM<sub>10</sub> concentrations in Seoul using various data mining techniques.
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- Communications for Statistical Applications & Methods, 2018, v. 25, n. 2, p. 199, doi. 10.29220/CSAM.2018.25.2.199
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- Article
Global gene regulation by Fusarium transcription factors Tri6 and Tri10 reveals adaptations for toxin biosynthesis.
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- Molecular Microbiology, 2009, v. 72, n. 2, p. 354, doi. 10.1111/j.1365-2958.2009.06649.x
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- Article
Identification of Cichlid Fishes from Lake Malawi Using Computer Vision.
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- PLoS ONE, 2013, v. 8, n. 10, p. 1, doi. 10.1371/journal.pone.0077686
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Influence of Block Ratio on Thermal, Optical, and Photovoltaic Properties of Poly(3-hexylthiophene)- b -poly(3-butylthiophene)- b -poly(3-octylthiophene).
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- Molecules, 2022, v. 27, n. 23, p. 8469, doi. 10.3390/molecules27238469
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Molecular Weight-Dependent Physical and Photovoltaic Properties of Poly(3-alkylthiophene)s with Butyl, Hexyl, and Octyl Side-Chains.
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- Polymers (20734360), 2021, v. 13, n. 19, p. 3440, doi. 10.3390/polym13193440
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Robust gene selection methods using weighting schemes for microarray data analysis.
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- BMC Bioinformatics, 2017, v. 18, n. 1, p. 1, doi. 10.1186/s12859-017-1810-x
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- Article