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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
6302018
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
3652019
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
S Siami-Namini, A Siami Namin
arXiv preprint arXiv:1803.06386, 2018
2262018
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
662019
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
S Siami-Namini, N Tavakoli, A Siami Namin
642019
Forecasting economics and financial time series: ARIMA vs
S Siami-Namini, AS Namin
LSTM. arXiv 1803, 2018
432018
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
392019
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
232020
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
192019
Volatility Transmission Among Oil Price, Exchange Rate and Agricultural Commodities Prices
S Siami-Namini
Applied Economics and Finance 6 (4), 41-61, 2019
182019
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
182017
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
162019
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
102020
US Monetary Policy and Commodities Price Fluctuations
S Siami-Namini, D Hudson
92016
Volatility spillover between oil prices, US dollar exchange rates and international agricultural commodities prices
S Siami-Namini, D Hudson
82017
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
72019
Granger Causality Between Gross Domestic Product and Economic Sectors in Developing Countries: A Panel Co-integration Approach
S Siami-Namini
International Journal of Economics and Financial Issues 7 (5), 53-58, 2017
72017
The Short and Long Run Effects of Selected Variables on Tax Revenue-A Case Study
S Siami-Namini, D Muhammad, F Fahimullah
Applied Economics and Finance 5 (5), 23-32, 2018
62018
Knowledge Management Challenges in Public Sectors
S Siami-Namini
Research Journal of Economics 2 (3), 1-9, 2018
62018
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM.(2018)
S Siami-Namini, A Siami Namini
arXiv preprint arXiv:1803.06386, 2018
62018
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