Fahimeh Farahnakian
PhD
fahimeh.farahnakian@utu.fi Vesilinnantie 5 Turku Office: 4th floor,452CJ ORCID identifier: https://orcid.org/https://orcid.org/0000-0002-7672-9346?lang=en |
Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Data Analysis, Autonomous Systems and Cloud Computing
Computer Science
I am adjunct professor of Computer Science the University of Turku (UTU), Finland. From 2011-2016, I was a researcher and PhD candidate at the department of future technologies, University of Turku. I have worked in academia since 2009 in several positions such as research assistant, teacher assistant, post-doctoral researcher, lecturer and senior researcher. I have a proven ability in mentoring, proposal-writing, project management and state-of-the-art computer proficiencies.
I have worked in academia since 2009 in several positions such as research assistant, teacher assistant, post-doctoral researcher, lecturer and senior researcher. I jointed the University Turku as a research visitor in 2011 and then after 6 months I got an offer to start my Ph.D. During my Ph.D, I have also visited and worked the Birmingham University for almost half year in 2015. I have also worked at the Kingston University in London as a research visitor in 2019. I have collaborated with these universities and worked on various projects. These international research visits greatly helped me in building new connection for further international collaborations in many ways. Currently, I am working on several projects at UTU and supervising several M.Sc. student. My research interests include Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Data Analysis, Autonomous Systems and Cloud Computing. I have published +30 articles in journal and conference proceedings.
I have 10+ years’ experience in teaching and research specializing in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Data Analysis, Autonomous Systems and Cloud Computing. You can find more information about my projects from my webpage.
- Anomaly-based Intrusion Detection Using Deep Neural Networks (2018)
- International Journal of Digital Content Technology and Its Applications
(A1 Refereed original research article in a scientific journal) - Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment (2018) 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) Fahimeh Farahnakian, Mohammad-Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen
(A4 Refereed article in a conference publication ) - Energy and Performance Management of Virtual Machines: Provisioning, Placement and Consolidation (2016) Fahimeh Farahnakian
(G5 Article dissertation ) - Self-adaptive resource management system in IaaS clouds (2016)
- IEEE International Conference on Cloud Computing
(A4 Refereed article in a conference publication ) - Using Ant Colony System to Consolidate VMs for Green Cloud Computing (2015)
- IEEE Transactions on Services Computing
(A1 Refereed original research article in a scientific journal) - Utilization prediction aware VM consolidation approach for green cloud computing (2015) IEEE International Conference on Cloud Computing Fahimeh Farahnakian, Tapio Pahikkala, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Adaptive Load Balancing in Learning-based Approaches for many-core embedded systems (2014)
- Journal of Supercomputing
(A1 Refereed original research article in a scientific journal) - Artificial Immune System Based Intrusion Detection: Innate Immunity Using an Unsupervised Learning Approach (2014)
- International Journal of Digital Content Technology and Its Applications
(A1 Refereed original research article in a scientific journal) - Bi-LCQ: A low-weight clustering-based Q-learning approach for NoCs (2014)
- Microprocessors and Microsystems
(A1 Refereed original research article in a scientific journal) - Energy-aware Dynamic VM Consolidation in Cloud Data Centers using Ant Colony System (2014) Cloud Computing (CLOUD), 2014 IEEE 7th International Conference on Fahimeh Farahnakian, Adnan Ashraf, Pasi Liljeberg, Tapio Pahikkala, Juha Plosila, Ivan Porres, Hannu Tenhunen
(A4 Refereed article in a conference publication )
