| 2025 | SMC | MMFformer: Multimodal Fusion Transformer Network for Depression Detection. | Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray |
| 2025 | SMC | MDD-Net: Multimodal Depression Detection through Mutual Transformer. | Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray |
| 2023 | IJCNN | Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing. | Islam Nasr, Lobna Nassar, Fakhri Karray, Mohamed Bin Zayed |
| 2022 | IJCNN | Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. | Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2022 | SMC | COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. | Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2022 | SMC | Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. | Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2021 | IJCNN | Transfer Learning Application for Berries Yield Forecasting using Deep Learning. | Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | IJCNN | Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. | Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | IJCNN | Versatile Deep Learning Based Application for Time Series Imputation. | Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2021 | SMC | Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. | Mohita Chaudhary, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. | Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. | Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. | Fatemeh Jafari, Lobna Nassar, Fakhri Karray |
| 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 | Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. | Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar |
| 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 |
| 2020 | SMC | Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. | Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2015 | MSWIM | HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems. | Lobna Nassar, Parmit K. Chilana, Mohamed S. Kamel, Fakhri Karray |
| 2014 | MSWIM | Evaluating VANET information retrieval context aware systems using the average distance measure ADM. | Lobna Nassar, Mohamed S. Kamel, Fakhri Karray |
| 2012 | MSWIM | VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET. | Lobna Nassar, Fakhri Karray, Mohamed S. Kamel, Farook Sattar |