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Hugo Gobato Souto
Title
Cited by
Cited by
Year
Introducing NBEATSx to Realized Volatility Forecasting
HG Souto, A Moradi
Expert Systems with Applications, 2023
142023
Time series forecasting models for S&P 500 financial turbulence
HG Souto
Journal of Mathematical Finance 13 (1), 112-129, 2023
92023
Topological tail dependence: Evidence from forecasting realized volatility
HG Souto
The Journal of Finance and Data Science 9, 100107, 2023
82023
Forecasting realized volatility through financial turbulence and neural networks
HG Souto, A Moradi
Economics and Business Review 9 (2), 133-160, 2023
62023
Augmented har
HG Souto, J Blackmon, A Moradi
SSRN Electronic Journal. https://doi. org/10.2139/ssrn 4516177, 2023
62023
Realized covariance matrix nbeatsx
HG Souto, A Moradi
SSRN Electronic Journal. https://doi. org/10.2139/ssrn 4529219, 2023
52023
Application of Persistent Homology in Forecasting Realized Volatility
HG Souto
Available at SSRN 4471531, 2023
42023
A novel loss function for neural network models exploring stock realized volatility using wasserstein distance
HG Souto, A Moradi
Decision Analytics Journal 10, 100369, 2024
32024
Distribution analysis of S&P 500 financial turbulence
HG Souto
Journal of Mathematical Finance 13 (1), 67-88, 2023
32023
FinTDA: Python package for estimating market change through persistent homology diagrams
HG Souto, I Baris, SK Heuvel, A Moradi
Software Impacts 20, 100637, 2024
2024
Wasserstein distance loss function for financial time series deep learning
HG Souto, A Moradi
Software Impacts 20, 100639, 2024
2024
Unraveling the ESG Reporting Landscape: A Comprehensive Analysis of Standards, Frameworks, and Impact on Firms
A Moradi, Á Tóth-Pajor, HG Souto
43rd International Conference on Organizational Science Development: Green …, 2024
2024
Yang & Zhang’s realized volatility: Automated estimation in Python
HG Souto, A Moradi
Software Impacts 19, 100613, 2024
2024
Can Transformers Transform Financial Forecasting?
H Gobato Souto, A Moradi
Available at SSRN 4718033, 2024
2024
TSMixer and Realized Volatility Prediction
H Gobato Souto, SK Heuvel
Available at SSRN, 2024
2024
TimesNet for Realized Volatility Prediction
H Gobato Souto
Available at SSRN, 2023
2023
NHITS for Forecasting Stock Realized Volatility
H Gobato Souto
Available at SSRN 4650761, 2023
2023
Wasserstein Distance and Realized Volatility
H Gobato Souto, A Moradi
Available at SSRN 4539628, 2023
2023
Realized Covariance Matrix NBEATSx
H Gobato Souto, A Moradi
Available at SSRN 4529219, 2023
2023
Augmented HAR
H Gobato Souto, J Blackmon, A Moradi
2023
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