Research output per year
Research output per year
Personal profile
Career
2019 April - current Assistant Professor, CSAI, Tilburg University - Tilburg
2018-2019 Lecturer, CSAI, Tilburg University - Tilburg
2016-2018 Post Doctoral Researcher, Department of Mathematics and Computer Science, System Archtechture and Networking Group TUE - Eindhoven
2013-2016 Data Analyst, Seabury Group (now Accenture) - Amsterdam
2011-2012 Quantitative Analyst, Royal Bank of Scotland - Amsterdam
2007-2011 Phd Department of Mathematics and Computer Science, Discrete Algebra and Geometry Group, TUE - Eindhoven
Current courses
Click here for my courses.
Education/Academic qualification
Mathematics, PhD, Buildings and Kneser graphs, Eindhoven University of Technology
Sept 2007 → Sept 2011
Award Date: 25 Jan 2012
Mathematics, Master’s Degree, Weak Colorings of Steiner Triple Systems, Koc University
Sept 2005 → Jun 2007
Mathematics, Bachelor’s Degree, Koc University
Sept 2001 → Jun 2005
Keywords
- Network Analysis
- Data Science
- machine learning
- graph structured data
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Harnessing Firm Similarities with Graph Neural Networks for Superior Stock Predictions
Baaijens, T., Güven, Ç. & Nápoles, G., Oct 2024, (Accepted/In press).Research output: Contribution to conference › Paper › Scientific › peer-review
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Image-Based Body Shape Estimation to Detect Malnutrition
MohammedKhan, H., Guven, C., Balvert, M. & Postma, E., 2024, Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference IntelliSys Volume 2. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 577-590 14 p. (Lecture Notes in Networks and Systems; vol. 823 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification
Hoitsma, F., Nápoles, G., Güven, Ç. & Salgueiro, Y., 2024, (Accepted/In press) In: AI and Society.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Mitigating Implicit and Explicit Bias in Structured Data Without Sacrificing Accuracy in Pattern Classification
Hoitsma, F., Nápoles, G., Güven, Ç. & Salgueiro, Y., 2024, (Accepted/In press) In: AI & Society: Knowledge, Culture and Communication - Springer Nature.Research output: Contribution to journal › Article › Scientific › peer-review
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Model Selection Using Graph Neural Networks
Nápoles, G., Grau, I., Güven, Ç. & Salgueiro, Y., 2024, Intelligent Systems and Applications - Proceedings of the 2024 Intelligent Systems Conference IntelliSys Volume 2. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 332-347 16 p. (Lecture Notes in Networks and Systems; vol. 1066 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review