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Sima Siami-Namini
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Year
A Comparison of ARIMA and LSTM in Forecasting Time Series
S Siami-Namini, A Tavakoli, A Siami Namin
IEEE, 2018
10912018
The performance of LSTM and BiLSTM in forecasting time series
S Siami-Namini, N Tavakoli, AS Namin
2019 IEEE International conference on big data (Big Data), 3285-3292, 2019
8342019
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
S Siami-Namini, A Siami Namin
arXiv preprint arXiv:1803.06386, 2018
3112018
Inflation and Income Inequality in Developed and Developing Countries
S Siami-Namini, D Hudson
Journal of Economic Studies; SSRN Electronic Journal 46 (3), 611-632, 2019
1072019
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
S Siami-Namini, N Tavakoli, A Siami Namin
1032019
Can machine/deep learning classifiers detect zero-day malware with high accuracy?
F Abri, S Siami-Namini, MA Khanghah, FM Soltani, AS Namin
2019 IEEE international conference on big data (Big Data), 3252-3259, 2019
612019
Forecasting economics and financial time series: ARIMA vs
S Siami-Namini, AS Namin
LSTM. arXiv 1803, 2018
592018
An autoencoder‑based deep learning approach for clustering time series data
N Tavakoli, S Siami‑Namini, M Adl Khanghah, F Mirza Soltani, ...
SN Applied Science 2 (937), 2020
452020
Granger causality between exchange rate and stock price: A Toda Yamamoto approach
S Siami-Namini
International Journal of Economics and Financial Issues 7 (4), 603-607, 2017
272017
The Impacts of Sector Growth and Monetary Policy on Income Inequality in Developing Countries
S Siami-Namini, D Hudson
Journal of Economic Studies; Available at SSRN 3059381 46 (3), 591-610, 2019
262019
A comparison of tcn and lstm models in detecting anomalies in time series data
S Gopali, F Abri, S Siami-Namini, AS Namin
2021 IEEE International Conference on Big Data (Big Data), 2415-2420, 2021
222021
Volatility Transmission Among Oil Price, Exchange Rate and Agricultural Commodities Prices
S Siami-Namini
Applied Economics and Finance 6 (4), 41-61, 2019
212019
Commodity Price Volatility and U.S. Monetary Policy: Commodity Price Overshooting Revisited
S Siami-Namini, D Hudson, AA Trindade, C Lyford
Agribusiness 35 (2), 200-218, 2019
192019
Healthcare expenditure, economic growth, and inflation in the G7 countries: A panel cointegration approach
S Siami-Namini
Research Journal of Economics 2 (2), 2018
13*2018
Clustering time series data through autoencoder-based deep learning models
N Tavakoli, S Siami-Namini, MA Khanghah, FM Soltani, AS Namin
arXiv preprint arXiv:2004.07296, 2020
122020
A comparative study of detecting anomalies in time series data using LSTM and TCN models
S Gopali, F Abri, S Siami-Namini, AS Namin
arXiv preprint arXiv:2112.09293, 2021
112021
Knowledge Management Challenges in Public Sectors
S Siami-Namini
Research Journal of Economics 2 (3), 1-9, 2018
112018
Using experiential learning to teach and learn digital forensics: Educator and student perspectives
R Flores, AS Namin, N Tavakoli, S Siami-Namini, KS Jones
Computers and Education Open 2, 100045, 2021
102021
The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities
F Abri, S Siami-Namini, M Adl Khanghah, F Mirza Soltani, A Siami Namin
102019
US Monetary Policy and Commodities Price Fluctuations
S Siami-Namini, D Hudson
102016
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Articles 1–20