| 2020 | IJCNN | Deep Learning Based Approach for Fresh Produce Market Price Prediction. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | IJCNN | Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal |
| 2020 | SMC | Agent-Based Modeling to Simulate Real-World Prices: A Strawberry Market Study. | F. Fathallahi, Kumaraswamy Ponnambalam, Yu Huang, Fakhri Karray |
| 2020 | SMC | Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. | Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar |
| 2020 | SMC | Yield forecast of California strawberry: Time-series Models vs. ML Tools. | Fatemeh Jafari, Kumaraswamy Ponnambalam, Seyed Jamshid Mousavi, Fakhri Karray |
| 2020 | SMC | Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. | Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | SMC | Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications. | Ifeanyi Emmanuel Okwuchi, Lobna Nassar, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2007 | SMC | Integration of surrogate optimization and PCA for calibration of hydrologic models, A WATCLASS case study. | Mahtab Kamali, Kumaraswamy Ponnambalam, Eric D. Soulis |
| 2003 | EUSFLAT | Deriving reservoir operating rules via fuzzy regression and ANFIS. | Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray |
| 2003 | ISCAS | Yield optimization with correlated design parameters and non-symmetrical marginal distributions. | Kumaraswamy Ponnambalam, Abbas Seifi, Jir Vlach |