Improving Time Series' Forecast Errors by Using Recurrent Neural Networks. - Marwan Abdul Hameed Ashour; Rabab Alayham Abbas Helmi (ICSCA, 2018)

Solving Game Theory Problems Using Linear Programming and Genetic Algorithms. - Marwan Abdul Hameed Ashour; Iman Amer Hameed Al-Dahhan; Sahar M. A. Al-Qabily (IHIET, 2019)

Forecasting by Using the Optimal Time Series Method. - Marwan Abdul Hameed Ashour; Iman Amer Hameed Al-Dahhan; Areej Khuder Hassan (IHIET (Lausanne), 2020)

Minimizing Costs of Transportation Problems Using the Genetic Algorithm. - Marwan Abdul Hameed Ashour; Alyaa Abdulameer Ahmed; Iman Amer Hameed Al-dahhan (ICICT (1), 2021)

Optimal Prediction Using Artificial Intelligence Application. - Marwan Abdul Hameed Ashour; Iman Amer Hameed Al-Dahhan (IHIET (Strasbourg), 2021)

Electricity Consumption Forecasting in Iraq with Artificial Neural Network. - Marwan Abdul Hameed Ashour; Omar Mohammed Naser Alashari (IHIET (Paris), 2021)

Forecasting Net Migration Rate Using Support Vector Machine. - Marwan Abdul Hameed Ashour; Iman Amer Hameed Al-Dahhan (ICECET, 2024)

Predicting the Youth Unemployment Rate in Iraq Until 2035 Using Artificial Intelligence. - Marwan Abdul Hameed Ashour; Rabab Alayham Abbas Helmi (ICSET, 2024)