Aydın Ulaş
Aydın Ulaş
IIX, IBM Ireland
Verified email at boun.edu.tr - Homepage
TitleCited byYear
Incremental construction of classifier and discriminant ensembles
A Ulaş, M Semerci, OT Yıldız, E Alpaydın
Information Sciences 179 (9), 1298-1318, 2009
892009
Representation plurality and fusion for 3-D face recognition
B Gokberk, H Dutağacı, A Ulaş, L Akarun, B Sankur
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 38 …, 2008
872008
Cost-conscious comparison of supervised learning algorithms over multiple data sets
A Ulaş, O Taner Yıldız, E Alpaydın
Pattern Recognition 45 (4), 1772-1781, 2012
402012
Dissimilarity-based Detection of Schizophrenia
A Ulaş, RPW Duin, U Castellani, M Loog, P Mirtuono, M Bicego, V Murino, ...
26*
Eigenclassifiers for combining correlated classifiers
A Ulaş, OT Yıldız, E Alpaydın
Information Sciences 187, 109-120, 2012
182012
Combining data sources nonlinearly for cell nucleus classification of renal cell carcinoma
M Gönen, A Ulaş, P Schüffler, U Castellani, V Murino
International Workshop on Similarity-Based Pattern Recognition, 250-260, 2011
82011
Combining information theoretic kernels with generative embeddings for classification
M Bicego, A Ulaş, U Castellani, A Perina, V Murino, AFT Martins, ...
Neurocomputing 101, 161-169, 2013
52013
Multimodal schizophrenia detection by multiclassification analysis
A Ulaş, U Castellani, P Mirtuono, M Bicego, V Murino, S Cerruti, M Bellani, ...
Iberoamerican Congress on Pattern Recognition, 491-498, 2011
52011
Renal cancer cell classification using generative embeddings and information theoretic kernels
M Bicego, A Ulaş, P Schüffler, U Castellani, V Murino, A Martins, P Aguiar, ...
IAPR International Conference on Pattern Recognition in Bioinformatics, 75-86, 2011
52011
Hybrid generative-discriminative nucleus classification of renal cell carcinoma
A Ulaş, PJ Schüffler, M Bicego, U Castellani, V Murino
International Workshop on Similarity-Based Pattern Recognition, 77-89, 2011
52011
Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection
A Ulaş, U Castellani, V Murino, M Bellani, M Tansella, P Brambilla
Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on …, 2012
42012
A multiple kernel learning algorithm for cell nucleus classification of renal cell carcinoma
P Schüffler, A Ulaş, U Castellani, V Murino
International Conference on Image Analysis and Processing, 413-422, 2011
42011
Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification
A Ulaş, U Castellani, V Murino, M Bellani, M Tansella, P Brambilla
Pattern Recognition in Bioinformatics, 306-317, 2011
42011
Incremental construction of cost-conscious ensembles using multiple learners and representations in machine learning
A Ulaş
Ph. D. thesis, Boğaziçi University, 2009
42009
A multiple kernel learning approach to multi-modal pedestrian classification
M San-Biagio, A Ulaş, M Crocco, M Cristani, U Castellani, V Murino
Pattern Recognition (ICPR), 2012 21st International Conference on, 2412-2415, 2012
22012
Selecting scales by multiple kernel learning for shape diffusion analysis
U Castellani, A Ulaş, V Murino, M Bellani, G Rambaldelli, M Tansella, ...
Proceedings of the Third International Workshop on Mathematical Foundations …, 2011
22011
An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets
A Ulaş, OT Yıldız
Machine Learning and Applications, 2009. ICMLA'09. International Conference …, 2009
22009
Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness
A Ulaş, U Castellani, M Bicego, V Murino, M Bellani, M Tansella, ...
Similarity-Based Pattern Analysis and Recognition, 247-287, 2013
12013
A localized MKL method for brain classification with known intra-class variability
A Ulaş, M Gönen, U Castellani, V Murino, M Bellani, M Tansella, ...
International Workshop on Machine Learning in Medical Imaging, 152-159, 2012
12012
On the Combination of Information-Theoretic Kernels with Generative Embeddings
PMQ Aguiar, M Bicego, U Castellani, MAT Figueiredo, AT Martins, ...
Similarity-Based Pattern Analysis and Recognition, 67-83, 2013
2013
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Articles 1–20