Education:
PhD: Computer Engineering, (2004 - 2010) Istanbul Technical University- TurkeyThesis: Supervised and Semi-Supervised Learning Using Informative Feature Subspaces
MSc: Telecommunication Engineering, (2002 - 2004) Istanbul Technical University - Turkey
Thesis: An Integrated Decoding Framework for Audio Watermark Extraction
BSc: Computer Science Engineering, (1997 - 2001) Istanbul University -Turkey
Work Experience:
Associate Professor: Department of Computer Engineering, Istanbul Technical University (2018 - ..)
Assistant Professor: Department of Computer Engineering, Istanbul Technical University (2012 - 2018)
Research Assistant: Department of Computer Engineering, Istanbul Technical University (2005 - 2012)
Research Engineer: ROTAM Excellence Center, Istanbul Technical University (2004 - 2005)
Software Engineer: Multimedia Signal Processing and Pattern Recognition Laboratuary (2002 - 2004)
Visiting Scholar: Learning Systems Group, California Institute of Technology, USA (July 2009)
Visiting Scholar: Statistical Machine Learning and Bioinformatics Group, Helsinki University of Technology (September 2007 - March 2008)
Intern: Research Institute for Optronics and Pattern Recognition, Germany (August 2001 - February 2002)
Projects:
- Advanced Signal Processing and Machine Learning Based Wide Area Monitoring Protection and Control System Design in Large Scale Power Systems, TUBITAK 1001 Project, 2018-2020 (Researcher)
- Safe Mission Execution for Autonomous Humanoid Robots, TUBITAK 1001 Project, 2016-2018 (Researcher)
- Virtualized Programmable Interfaces for Innovative Cost-Effective IoT Deployments in Smart Cities VITAL-IOT, 2013-2016 (Vital-iot.eu) (Researcher)
- Multi-relational and Multi-view Collective Classification, Feature Selection and Generalization, TUBITAK Project, 2009-2011 (Researcher)
- Co-training on High Dimensional Feature Spaces, ITU-BAP Project, 2009-2010 (Researcher)
Services: