|
Aydın Ulaş, PhD
Deparment of Computer Science
University of Verona
aydinulas et gmail com
+39 045 802 7049
|
|
|
|
My masterpiece
|
Current version of this page is here.
You can reach the machine learning data sets AYSU from here.
You can reach the Multi2Test from here.
|
RESEARCH
- Machine Learning
- MRI analysis
- Classifier Fusion
- Statistical Methods
- Pattern Recognition
- Data Mining
- Computational Biology and Medicine
- Bioinformatics
- Computer Vision
|
PUBLICATIONS
- Four pending journal submissions
- Aydın Ulaş, Olcay Taner Yıldız,
An Incremental Model Selection Algorithm Based on Cross-Validation for Finding
the Architecture of a Hidden Markov Model on Hand Gesture Data Sets,
ICMLA 2009, December 13-15, Miami, Florida, USA.
DOI:10.1109/ICMLA.2009.91
- Aydın Ulaş, Murat Semerci, Olcay Taner Yıldız, Ethem Alpaydın
Incremental Construction of Classifier and Discriminant Ensembles,
Information Sciences, Vol. 179, No. 9, pp:1298-1318, 2009
DOI:10.1016/j.ins.2008.12.024
- PhD Thesis: Incremental Construction of Cost-Conscious Ensembles Using Multiple Learners and Representations in Machine Learning,
Department of Computer Engineering, İstanbul, Turkey, 2008. Advisor: Prof. Ethem Alpaydın.
- Berk Gökberk, Helin Dutağacı, Aydın Ulaş, Lale Akarun, Bülent Sankur,
Representation Plurality and Decision Level Fusion for 3D Face Recognition,
IEEE Transactions on Systems, Man, and Cybernetics--Part B: Cybernetics, Vol. 38, No. 1, pp:155-173, 2008.
DOI:10.1109/TSMCB.2007.908865
- Aydın Ulaş, Ethem Alpaydın, Nasuhi Sönmez, Ataman Kalkan,
Market Basket Analysis for Data Mining,
Bilişim 2001, September 04-07, İstanbul, Turkey.
- MS Thesis: Market Basket Analysis for Data Mining,
Department of Computer Engineering, İstanbul, Turkey, 2001. Advisor: Prof. Ethem Alpaydın.
|
COURSES
- Lectured
- C Programming
- Pascal Programming
- Assisted
- Object Oriented Programming
- Operating Systems
- Computer Architecture
- Cryptography
- Digital Design
- Algorithm Analysis
- Database Systems
- Multi-core Programming
- Software Engineering
|
EDUCATION
- PhD, 2008, Boğaziçi University, Computer Engineering, İstanbul, Turkey
- MsC, 2001, Boğaziçi University, Computer Engineering, İstanbul, Turkey
- BsC, 1999, Boğaziçi University, Computer Engineering, İstanbul, Turkey
|
PROFESSIONAL EXPERIENCE
- 2009- Post-doc, University of Verona, Computer Science, Verona, Italy
- 2004-2009, Research and Teaching Assistant, Boğaziçi University, Computer Engineering, İstanbul, Turkey
- 2003-2004, Software Architect, Argela Teknoloji, İstanbul, Turkey
- 2002-2003, Software Engineer, Oksijen Teknoloji, İstanbul, Turkey
- 1999-2002, Research and Teaching Assistant, Boğaziçi University, Computer Engineering, İstanbul, Turkey
|
SUPPORTED PROJECTS
- SIMBAD, Similarity Based Pattern Recognition, FP7
- TUBİTAK, Cross Validation for Model Selection in Machine Learning, 104E079
- Boğaziçi University, Research Fund, Cost-Conscious Combination of Classifiers and Representations, 05HA101
- BIOSECURE, Network of Excellence
- State Planning Organization of Turkey, Perceptual Human Computer Interaction, 03K120250
|
MEMBERSHIPS
|