Research Activities

Safa, R., Edalatpanah, S. A., & Sorourkhah, A., “Predicting mental health using social media: A roadmap for future development.” Deep Learning in Personalized Healthcare and Decision Support. Academic Press, 2023. https://doi.org/10.1016/b978-0-443-19413-9.00014-x

Preprint

Pourkeyvan, A., Safa R., & Sorourkhah, A., “Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks.” arXiv preprint, 2023. https://doi.org/10.48550/arXiv.2306.16891

Journal Papers

6. Kuang, M., Safa, R., Edalatpanah, S. A., & Keyser, R. S., “A Hybrid Deep Learning Approach for Sentiment Analysis in Product Reviews.” Facta Universitatis, Series: Mechanical Engineering, 21(3), 479-500, 2023. https://doi.org/10.22190/FUME230901038K

5. Safa, R., Bayat, P., & Moghtader, L., “Automatic detection of depression symptoms in Twitter using multimodal analysis.” The Journal of Supercomputing, 78(4), 4709-4744, 2022. https://doi.org/10.1007/s11227-021-04040-8

4. Safa, R., Bayat, P., & Moghtader, L., “Developing clinical decision support systems in psychiatry using microblogging data.” Journal of Decisions and Operations Research, 7(2), 259-276, 2022. (In Persian) https://dorl.net/dor/20.1001.1.25385097.1401.7.2.4.1

3. Taghvaei, F., & Safa, R., “Efficient energy consumption in smart buildings using Personalized NILM-based recommender system”. Big Data and Computing Visions, 1(3), 161-169, 2021. https://dx.doi.org/10.22105/bdcv.2022.325031.1039

2. Javadi, S., Safa, R., Azizi, M., & Mirroshandel, S. A., “A recommendation system for finding experts in online scientific communities.” Journal of AI and Data Mining, 8(4), 573-584, 2020. https://doi.org/10.22044/jadm.2020.9087.2045

1. Safa, R., Mirroshandel, S., Javadi, S., & Azizi, M., “Venue recommendation based on paper’s title and co-authors network.” Journal of Information Systems and Telecommunication, 6(1), 33-40, 2018. https://doi.org/10.7508/jist.2018.21.005

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