PUBLICATIONS [bib]
Journal Papers & Book Chapters
- Cihangir Beşiktaş, Didem Gözüpek, Aydın Ulaş, Erhan Lokman
Secure Virtual Network Embedding with Flexible Bandwidth-Based Revenue Maximization,
Computer Networks, Vol. 121, pp: 89-99, 2017.
DOI:10.1016/j.comnet.2017.04.020
- Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André T. Martins, Vittorio Murino, Alessandro Perina, Aydın Ulaş
On the Combination of Information-Theoretic Kernels with Generative Embeddings,
Similarity-Based Pattern Analysis and Recognition (ISBN: 978-1-4471-5627-7), pp:67-83, 2013.
DOI:10.1007/978-1-4471-5628-4_4
- Aydın Ulaş, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness,
Similarity-Based Pattern Analysis and Recognition (ISBN: 978-1-4471-5627-7), pp:247-287, 2013.
DOI:10.1007/978-1-4471-5628-4_10
- Manuele Bicego, Aydın Ulaş, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Combining Information Theoretic Kernels with Generative Embeddings for Classification,
Neurocomputing, Vol. 101, pp:161-169, 2013.
DOI:10.1016/j.neucom.2012.08.014
- Aydın Ulaş, Olcay Taner Yıldız, Ethem Alpaydın
Eigenclassifiers for Combining Correlated Classifiers,
Information Sciences, Vol. 187, pp:109-120, 2012.
DOI:10.1016/j.ins.2011.10.024
- Aydın Ulaş, Olcay Taner Yıldız, Ethem Alpaydın
Cost-Conscious Comparison of Supervised Learning Algorithms over Multiple Data Sets,
Pattern Recognition, Vol. 45, No. 4, pp:1772-1781, 2012
DOI:10.1016/j.patcog.2011.10.005
- Aydın Ulaş, Robert P. W. Duin, Umberto Castellani, Marco Loog, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla
Dissimilarity-based Detection of Schizophrenia,
International Journal of Imaging Systems and Technology, Vol. 21, No. 2, pp:179-192, 2011.
DOI:10.1002/ima.20279
- 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
- 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
International Conference and Workshop Proceedings & White Papers
- Berna Özbek, Yiğitcan Aydoğmuş, Aydın Ulaş, Burak Görkemli
Joint Routing and Resource Allocation for Software Defined Mobile Networks,
International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2019), September 8-11, IEEE, pp:1-6, İstanbul, Turkey.
DOI:10.1109/PIMRC.2019.8904217
- Olcay Taner Yıldız, Aydın Ulaş
Incremental Construction of Rule Ensembles using Classifiers Produced by Different Class Orderings,
ICPR 2016, December 4-8, pp:492-497, Cancun, Mexico.
DOI:10.1109/ICPR.2016.7899682
- Berna Özbek, Yiğitcan Aydoğmuş, Aydın Ulaş, Burak Görkemli, Kazım Ulusoy
Energy Aware Routing and Traffic Management for Software Defined Networks,
Conference on Network Softwarization (NetSoft 2016), June 6-10, IEEE, pp:73-77, 2016, Seoul, Korea.
DOI:10.1109/NETSOFT.2016.7502446
- Burak Görkemli, A. Murat Parlakışık, A. Murat Tekalp, Seyhan Civanlar, Aydın Ulaş
Dynamic Management of Control Plane Performance in Software-Defined Networks,
Conference on Network Softwarization (NetSoft 2016), June 6-10, IEEE, pp:68-72, 2016, Seoul, Korea.
DOI:10.1109/NETSOFT.2016.7502445
- Cihangir Beşiktaş, Didem Gözüpek, Aydın Ulaş, Erhan Lokman, Özcan Özyurt, Kazım Ulusoy
Flexible Bandwidth-Based Virtual Network Embedding,
Network Operations and Management Symposium (NOMS 2016), April 25-29, IEEE/IFIP, pp:612-617, 2016, İstanbul, Turkey.
DOI:10.1109/NOMS.2016.7502866
- Ijaz Ahmad, Madhusanka Liyanage, Suneth Namal, Marcus Eckert, Thomas Bauschert, Zoltan Faigl, Laszlo Bokor, Ece Saygun, Hasan Anıl Akyıldız, Oscar Lopez Perez, Mikel Uriarte Itzazelaia, Berna Özbek, Aydın Ulaş
New Concepts for Traffic, Resource and Mobility Management in Software-Defined Mobile Networks,
Wireless On-demand Network systems and Services Conference (WONS 2016), January 20-22, IEEE/IFIP, pp:41-48, 2016, Cortina d'Ampezzo, Italy.
IEEE Xplore
- Seyhan Civanlar, Murat Tekalp, Erhan Lokman, Bülent Kaytaz, Aydın Ulaş
Distributed Flow Management for SDN Domains,
Signal Processing and Communications Applications Conference (SIU 2015), May 16-19, IEEE, pp:2609-2612, 2015, Malatya, Turkey.
DOI:10.1109/SIU.2015.7130420
- Burak Görkemli, Sinan Tatlıcıoğlu, Mustafa Kömürcüoğlu, Melih A. Karaman, Özgür Karakaya, Aydın Ulaş
QoS Control and Prioritization with SDN,
Signal Processing and Communications Applications Conference (SIU 2015), May 16-19, IEEE, pp:2613-2616, 2015, Malatya, Turkey.
DOI:10.1109/SIU.2015.7130421
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Network Functions Virtualisation – White Paper #3: Network Operator Perspectives on Industry Progress,
SDN & OpenFlow World Congress, October 14-17, 2014, Dusseldorf, Germany.
- A. Serdar Tan, Özgür Karakaya, Aydın Ulaş, Murat Parlakışık, Orhan Küpüşoğlu, Oya Erhan, Erhan Lokman
Automatic topology discovery in software defined networks,
Signal Processing and Communications Applications Conference (SIU 2014), April 23-25, IEEE, pp:939-942, 2014, Trabzon, Turkey.
DOI:10.1109/SIU.2014.6830385
- Marco San Biagio, Aydın Ulaş, Marco Crocco, Marco Cristani, Umberto Castellani, Vittorio Murino
A Multiple Kernel Learning Approach to Multi-Modal Pedestrian Classification,
International Conference on Pattern Recognition (ICPR 2012), November 11-15, 2012, Tsukaba, Japan.
- Aydın Ulaş, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
A Localized MKL method for brain classification with known intra-class variability,
International Workshop on Machine Learning in Medical Imaging (MLMI 2012), LNCS Vol: 7588, pp: 152-159, October 1, 2012, Nice, France.
DOI:10.1007/978-3-642-35428-1_19
- Aydın Ulaş, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
Biomarker evaluation by Multiple Kernel Learning for Schizophrenia detection,
International Workshop on Pattern Recognition in Neuroimaging (PRNI 2012), pp:89-92, July 2-4, 2012, London, UK.
DOI:10.1109/PRNI.2012.12
- Manuele Bicego, Aydın Ulaş, Peter Schüffler, Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo,
Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels,
PRIB 2011, LNBI Vol: 7036, pp: 75-86, November 2-4, Delft, The Netherlands.
DOI:10.1007/978-3-642-24855-9_7
- Aydın Ulaş, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla,
Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification,
PRIB 2011, LNBI Vol: 7036, pp: 306-317, November 2-4, Delft, The Netherlands.
DOI:10.1007/978-3-642-24855-9_27
- Umberto Castellani, Aydın Ulaş, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla,
Selecting scales by Multiple Kernel Learning for shape diffusion analysis,
MICCAI 2011, Workshop on Mathematical Foundations of Computational Anatomy, pp:148-158, September 18-22, Toronto, Canada.
- Aydın Ulaş, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla,
Multimodal Schizophrenia Detection by Multiclassification Analysis,
CIARP 2011, LNCS Vol: 7042, pp: 491-498, November 15-18, Pucón, Chile
DOI:10.1007/978-3-642-25085-9_58
- Mehmet Gönen, Aydın Ulaş, Peter Schüffler, Umberto Castellani, Vittorio Murino,
Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma,
1st International Workshop on Similarity-Based Pattern Analysis, 2011, LNCS Vol: 7005, pp: 250-260, September 28-30, Venice, Italy.
DOI:10.1007/978-3-642-24471-1_18
- Aydın Ulaş, Peter Schüffler, Manuele Bicego, Umberto Castellani, Vittorio Murino,
Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma,
1st International Workshop on Similarity-Based Pattern Analysis, 2011, LNCS Vol: 7005, pp:77-88, September 28-30, Venice, Italy.
DOI:10.1007/978-3-642-24471-1_6
- Peter Schüffler, Aydın Ulaş, Umberto Castellani, Vittorio Murino,
A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma,
ICIAP 2011, LNCS Vol: 6978, pp:413-422, September 14-16, Ravenna, Italy.
DOI:10.1007/978-3-642-24085-0_43
- Aydın Ulaş, Robert P. W. Duin, Umberto Castellani, Marco Loog, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla
Dissimilarity-based Detection of Schizophrenia,
ICPR workshop on "Brain Decoding: Pattern Recognition Challenges in FMRI Neuroimaging", pp: 32-35, August 22, 2010, Istanbul, Turkey.
DOI:10.1109/WBD.2010.10
- 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, pp: 170-177, December 13-15, Miami, Florida, USA.
DOI:10.1109/ICMLA.2009.91
National Conferences, Thesis and Technical Reports
- Robert P. W. Duin, Aydın Ulaş, Elzbieta Pekalska, Vittorio Murino, Paolo Brambilla
The Verona MRI brain images, a first analysis of the dissimilarities,
SIMBAD project, Technical Report n. 2010_22, April 2010.
- 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.
- 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.
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