Siami-Namini, Sima

1. Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
   2018/03/16 by Sima Siami‐Namini, Siami-Namini, Sima, Akbar Siami Namin +1 · 8 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Economics and business #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
   2019/11/21 by Sima Siami‐Namini, Siami-Namini, Sima, Neda Tavakoli +3 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Computational Engineering #Energy Load and Power Forecasting #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Performance (cs.PF) #Stock Market Forecasting Methods #and Science (cs.CE)
3. The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities
   2019/11/21 by Faranak Abri, Abri, Faranak, Sima Siami‐Namini +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection
4. A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models
   2021/12/17 by Saroj Gopali, Gopali, Saroj, Faranak Abri +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Time Series Analysis and Forecasting
5. The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data
   2024/11/27 by Saroj Gopali, Gopali, Saroj, Sima Siami-Namini +5 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling