Akbar Siami Namin

The Performance of LSTM and BiLSTM in Forecasting Time Series

Sima Siami‐Namini, Neda Tavakoli, Akbar Siami Namin · 2019 · 1.4K citations

A Comparison of ARIMA and LSTM in Forecasting Time Series

Sima Siami‐Namini, Neda Tavakoli, Akbar Siami Namin · 2018 · 1.2K citations

Intelligent Forecasting, Deep Learning-based Algorithms, Forecasting Methodology +15

Using Mutation Analysis for Assessing and Comparing Testing Coverage Criteria

James H. Andrews, Lionel Briand, Yvan Labiche et al. · IEEE Transactions on Software Engineering · 2006 · 469 citations

Software Maintenance, Engineering, Genetics +28

Sufficient mutation operators for measuring test effectiveness

Akbar Siami Namin, James H. Andrews, Duncan J. Murdoch · 2008 · 178 citations

Test Suite, Engineering, Mutation-based Testing +14

The influence of size and coverage on test suite effectiveness

Akbar Siami Namin, James H. Andrews · 2009 · 133 citations

Engineering, Test Coverage, Education +18