Zeinab R. Yousefi Email & Phone Number

Finland

- Researcher at Probabilistic Machine Learning (PML) group working on the application of machine learning for user modeling (in human-computer interaction and marketing). - Presenting Aalto University at the European project: COADAPT. My job included preparing research deliverables and writing periodic reports (www.coadapt-project.eu/).Research topics.

Espoo, Uusimaa, Finland

- Computational Genomics

Espoo, Southern Finland, Finland

- Active learning for personalized medicine and counterfactual elicitation: Multi-output Gaussian Process in modeling and prediction of individualized treatment effect, using MTGP model- Improve the prediction accuracy of treatment effects, by interacting and obtaining the most relevant feedback from an expert (assuming a limited number of interactions.

Designed and implemented ML algorithms to detect and identify Atrial Fibrillation (AF) from photoplethysmographic (PPG)-derived beat-to-beat interval data

Signal quality estimation: Developing an atrial fibrillation detection algorithm based on wrist photoplethysmographic (PPG) signals

Iran

Analysis and improvement of: - Distributed self-organizing systems- Energy-efficient clustering-based routing protocols in wireless sensor networks - Load frequency control of a power system (using sliding mode control)

Tehran, Iran

I was a member of the Computational Intelligence and Large-Scale Systems Laboratory. I did research on: - Cooperative control and distributed coordination/optimization- Multi-Agent Systems- Mobile robot target tracking- Support vector methods on system identification- Fuzzy control of a 3-link acrobot

Learned about: - Basics of power system control- SCADA configurations- PLC architecture and communication links

Master'S Degree, Biomedical/Medical Engineering, A

Minor subject: Machine Learning

Master'S Degree, Electrical Engineering

Major: Control Engineering