Dr. Ramin Safa
Dr. Ramin Safa
Faculty member
Assistant Professor and Department Head, Computer Engineering
Educational Background
|
Degree |
Year |
Field of Study |
University |
|---|---|---|---|
|
PhD |
2022 |
Computer Engineering |
IAU, Rasht Branch |
|
MSc |
2014 |
Information Technology Engineering (Electronic Commerce) |
University of Guilan |
|
BSc |
2012 |
Computer Engineering (Software) |
IAU, Lahijan Branch |
Professional Activities
Educational fields
- Data Mining and its Applications
- Health Informatics
- Web Page Design
Research Interests
- Health Informatics
- Personalization
- Text Mining
- Recommender Systems
Membership in Academic/Scientific Communities
- IEEE Access
- The Journal of Supercomputing
- PeerJ Computer Science
- Journal of Medical Internet Research
- BMC Public Health
- Intelligent Automation and Soft Computing
- Computer Systems Science and Engineering
- Computers Materials & Continua
- Bulletin of Electrical Engineering and Informatics
- Computer Modeling in Engineering & Sciences
- Computers in Human Behavior
- Innovation Management and Operational Strategies
- Advances in Mathematical Physics
- Journal of Fuzzy Extension and Applications
- Journal of Mathematical Problems in Engineering
- Journal of Applied Research on Industrial Engineering
- Journal of Decisions and Operations Research
- International Journal of Research in Industrial Engineering
- Head of the Computer Engineering Department
- Technical Director of the Innovation Hub
Publications
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
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
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
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
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
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
For more information, please click here.
- Harati, N. and Safa, R., “An Overview of Information Technology and Artificial Intelligence Applications in Management of COVID-19 Pandemic”. Proceedings of the 1st Digital Transformation and Intelligent Systems Conference, Larestan, Fars, December 2021. (In Persian)
- Abdari, S. and Safa, R., “Personalization and Behavioral Marketing in E-Commerce Websites.” Proceedings of the 6th National Conference on Distributed Computing and Big Data Processing, Tabriz, Iran, March 2021. (In Persian)
- Taghvai, F., Safa, R., and Beheshti, H., “Personalization of Energy Consumption in Smart Homes using Machine Learning Technique.” Proceedings of the 6th International Conference on Web Research, Tehran, Iran, April 2020. (In Persian)
- Taghvai, F., Rajabi, S., and Safa, R., “Applications of Blockchain in IoT and Healthcare.” Proceedings of the 2nd National Congress of Medical Informatics and the 7th Electronic Health Conference, Tehran, Iran, July 2018. (In Persian)
- Hasanizadeh, P., Yahyapour, S., and Safa, R., “Big Data Analytics in E-Health.” Proceedings of the 4th National Conference on Distributed Computing and Big Data Processing, Tabriz, Iran, May 2018. (In Persian)
- Meskini, F., Soleymanpour, Sh., and Safa, R., “Utilizing Data Mining Techniques in Social Network Analysis.” Proceedings of the 4th National Conference on Distributed Computing and Big Data Processing, Tabriz, Iran, May 2018. (In Persian)
- Alavi, S. N., Safa, R., and Beheshti, H., “Analysis of Security Issues in Mobile Payment Protocols.” Proceedings of the International Scientific Conference on Challenges in Engineering, Technology and Applied Sciences, Dubai, UAE, March 2018. (In Persian)
- Alavi, S. N. and Safa, R., “A Review of Technologies, Protocols, and Challenges of Mobile Payment Security.” Proceedings of the 2nd International Conference on Knowledge-based Research in Computer Engineering & Information Technology, Tehran, Iran, September 2017.
- Safa, R. and Bayat, P., “Investigate the Starvation Problem in Mutual Exclusion Algorithms From a Game Theory Perspective.” Proceedings of the 3rd National Conference on Distributed Computing and Big Data Processing, Tabriz, Iran, May 2017. (In Persian)
- Moshirian, M. S., Safa, R., and Beheshti Foroutani, H., “Using Data Mining Techniques in Medicine with a Focus on Heart Disease.” Proceedings of the 3rd National Conference on Engineering Science, Tonekabon, Iran, May 2016. (In Persian)
- Ekragholipour, M., Khodaverdi, F., and Safa, R., “Investigate the relationship between Cloud Computing, Big Data, and IoT.” Proceedings of the 3rd National Conference on Engineering Science, Tonekabon, Iran, May 2016. (in Persian)
- Safa, R. and Azizi, M., “Information Customization using Publications’ Metadata.” Proceedings of the 2nd National Conference on Engineering Science, Tonekabon, Iran, May 2015. (in Persian)
- Safa, R. and Sedaghat, N., “The Risks of E-Banking and Security Issues.” Proceedings of the 2nd National Conference on Engineering Science, Tonekabon, Iran, May 2015. (in Persian)
- Azizi, M., Mirroshandel, S. A., Safa, R., and Javadi, S., “The Role of Customized Search on Online Scientific Communities and an Approach for Finding Experts”. Proceedings of the 2nd National Conference on Applied Researches in Computer Science and Information Technology, Tehran, Iran, February 2015. (in Persian)
- Safa, R. and Mirroshandel, S. A., “A Model to Determine the Appropriate Publishing Venue.” Proceedings of the 2nd National Conference on Meta-Heuristic Algorithm and its Application in Engineering and Science, Fereydounkenar, Iran, August 2014. (in Persian)
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
Wednesdays (8:00 - 15:00)
Office: Research Center
Email: safa[at]aihe.ac.ir / Website: rsafa.github.io / Voice: +98 1154288851 (Ext. 125)