Insurance customer segmentation using clustering approach. - Shaghayegh Abolmakarem; Farshid Abdi; Kaveh Khalili Damghani (Int. J. Knowl. Eng. Data Min., 2016)

Solving customer insurance coverage sales plan problem using a multi-stage data mining approach. - Farshid Abdi; Kaveh Khalili Damghani; Shaghayegh Abolmakarem (Kybernetes, 2017)

Hybrid soft computing approach based on clustering, rule mining, and decision tree analysis for customer segmentation problem: Real case of customer-centric industries. - Kaveh Khalili Damghani; Farshid Abdi; Shaghayegh Abolmakarem (Appl. Soft Comput., 2018)

Predictive multi-period multi-objective portfolio optimization based on higher order moments: Deep learning approach. - Shaghayegh Abolmakarem; Farshid Abdi; Kaveh Khalili Damghani; Hosein Didehkhani (Comput. Ind. Eng., 2023)

Prospective Portfolio Optimization With Asset Preselection Using a Combination of Long and Short Term Memory and Sharpe Ratio Maximization. - Farshid Abdi; Shaghayegh Abolmakarem; Amir Karbassi Yazdi; Yong Tan; Italo Andrés Marchioni Choque (IEEE Access, 2024)

A multi-stage machine learning approach for stock price prediction: Engineered and derivative indices. - Shaghayegh Abolmakarem; Farshid Abdi; Kaveh Khalili Damghani; Hosein Didehkhani (Intell. Syst. Appl., 2024)

Predicting Patients' Revisit Intention Based on Satisfaction Scores: Combination of Penalized Regression and Neural Networks. - Farshid Abdi; Shaghayegh Abolmakarem; Amir Karbassi Yazdi; Paul Leger; Yong Tan; Giuliani Coluccio (IEEE Access, 2025)

A Machine Learning-Based Approach for Multi-Objective, Multi-Product, and Multi-Period Supply Chain Optimization via Demand Forecasting. - Farshid Abdi; Shaghayegh Abolmakarem; Amir Karbassi Yazdi; Virgil Popescu; Felicia Ramona Birau; Adrian T. Mitroi (IEEE Access, 2025)