Sima Siami-Namini
Sima Siami-Namini
Assistant Director of Rutgers Economic Advisory Service | Rutgers University
Verifierad e-postadress på rutgers.edu - Startsida
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A Comparison of ARIMA and LSTM in Forecasting Time Series
S Siami-Namini, A Tavakoli, A Siami Namin
IEEE, 2018
2402018
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
S Siami-Namini, A Siami Namin
arXiv preprint arXiv:1803.06386, 2018
1402018
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
732019
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
312019
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
S Siami-Namini, N Tavakoli, A Siami Namin
302019
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
242019
Forecasting economics and financial time series: ARIMA vs
S Siami-Namini, AS Namin
LSTM. arXiv preprint arXiv 180306386, 2018
172018
Granger causality between exchange rate and stock price: A Toda Yamamoto approach
S Siami-Namini
International Journal of Economics and Financial Issues 7 (4), 2017
162017
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
152019
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
112019
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
102020
Volatility Transmission Among Oil Price, Exchange Rate and Agricultural Commodities Prices
S Siami-Namini
Applied Economics and Finance 6 (4), 41-61, 2019
102019
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
Volatility Spillover between Oil Prices, US Dollar Exchange Rates and International Agricultural Commodities Prices
S Siami-Namini, D Hudson
72017
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
62020
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
52018
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM.(2018)
S Siami-Namini, A Siami Namini
arXiv preprint arXiv:1803.06386, 2018
52018
US Monetary Policy and Commodities Price Fluctuations
S Siami-Namini, D Hudson
52016
Agriculture and Non-Agriculture Growth, Inflation and Income Inequality in Developed and Developing Countries
S Siami-Namini
International Journal of Economics and Finance 11 (11), 43-51, 2019
32019
Knowledge Management Challenges in Public Sectors
S Siami-Namini
Research Journal of Economics 2 (3), 1-9, 2018
32018
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Artiklar 1–20