Sima Siami-Namini

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Autoregressive Integrated Moving Average

Financial Time Series

Exponential Smoothing

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

Appl. Artif. Intell.

Publications

Denish Omondi Otieno, Faranak Abri, Sima Siami-Namini, Akbar Siami Namin
The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models. CoRR (2024)
Saroj Gopali, Faranak Abri, Sima Siami-Namini, Akbar Siami Namin
A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models. CoRR (2021)
Saroj Gopali, Faranak Abri, Sima Siami-Namini, Akbar Siami Namin
A Comparison of TCN and LSTM Models in Detecting Anomalies in Time Series Data. IEEE BigData (2021)
Luis Felipe Gutiérrez, Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin
A Concern Analysis of FOMC Statements Comparing The Great Recession and The COVID-19 Pandemic. CoRR (2020)
Luis Felipe Gutiérrez, Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin
A Concern Analysis of Federal Reserve Statements: The Great Recession vs. The COVID-19 Pandemic. IEEE BigData (2020)
Neda Tavakoli, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin
Clustering Time Series Data through Autoencoder-based Deep Learning Models. CoRR (2020)
Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin
Can Machine/Deep Learning Classifiers Detect Zero-Day Malware with High Accuracy? IEEE BigData (2019)
Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin
The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. CoRR (2019)
Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin
The Performance of LSTM and BiLSTM in Forecasting Time Series. IEEE BigData (2019)
Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM. CoRR (2019)
Alaa Darabseh, Sima Siami-Namini, Akbar Siami Namin
Continuous Authentications Using Frequent English Terms. Appl. Artif. Intell. 32 (1) (2018)
Sima Siami-Namini, Akbar Siami Namin
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM. CoRR (2018)
Xiaozhen Xue, Sima Siami-Namini, Akbar Siami Namin
Testing Multi-Threaded Applications Using Answer Set Programming. Int. J. Softw. Eng. Knowl. Eng. 28 (8) (2018)
Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin
A Comparison of ARIMA and LSTM in Forecasting Time Series. ICMLA (2018)
Xiaozhen Xue, Sima Siami-Namini, Akbar Siami Namin
Assessing the Effectiveness of Coverage-Based Fault Localizations Using Mutants. Int. J. Softw. Eng. Knowl. Eng. 28 (8) (2018)