Ayhan Demiriz
Ayhan Demiriz
Verikar Software
Verified email at verikar.com - Homepage
Cited by
Cited by
Semi-supervised support vector machines
K Bennett, A Demiriz
Advances in Neural Information processing systems, 368-374, 1999
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46 (1), 225-254, 2002
Semi-supervised clustering using genetic algorithms
A Demiriz, KP Bennett, MJ Embrechts
Artificial neural networks in engineering (ANNIE-99), 809-814, 1999
Constrained k-means clustering
PS Bradley, KP Bennett, A Demiriz
Microsoft Research, Redmond 20 (0), 0, 2000
Exploiting unlabeled data in ensemble methods
KP Bennett, A Demiriz, R Maclin
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
Enhancing product recommender systems on sparse binary data
A Demiriz
Data Mining and Knowledge Discovery 9 (2), 147-170, 2004
Sparse regression ensembles in infinite and finite hypothesis spaces
G Rätsch, A Demiriz, KP Bennett
Machine Learning 48 (1), 189-218, 2002
Optimization approaches to semi-supervised learning
A Demiriz, KP Bennett
Complementarity: Applications, Algorithms and Extensions, 121-141, 2001
A column generation algorithm for boosting
KP Bennett, A Demiriz, J Shawe-Taylor
ICML, 65-72, 2000
Support vector machine regression in chemometrics
A Demiriz, KP Bennett, CM Breneman, MJ Embrechts
In Computing Science and Statistics: Proceedings of the 33rd Symposium on …, 2001
A framework for visualizing association mining results
G Ertek, A Demiriz
International Symposium on Computer and Information Sciences, 593-602, 2006
Using assignment constraints to avoid empty clusters in k-means clustering
A Demiriz, KP Bennett, PS Bradley
Constrained clustering: advances in algorithms, theory, and applications, 201, 2008
webSPADE: a parallel sequence mining algorithm to analyze web log data
A Demiriz
2002 IEEE International Conference on Data Mining, 2002. Proceedings., 755-758, 2002
Re-mining item associations: Methodology and a case study in apparel retailing
A Demiriz, G Ertek, T Atan, U Kula
Decision Support Systems 52 (1), 284-293, 2011
A genetic algorithm approach for semi-supervised clustering
A Demiriz, KP Bennett, MJ Embrechts
International Journal of Smart Engineering System Design 4 (1), 21-30, 2002
Analyzing service order data using association mining
A Demiriz
Technical Report, 5 pages, 2002
A framework for balanced service and cross-selling by using queuing science
A Demiriz, U Kula, N Akbilek
Journal of Intelligent Manufacturing 20 (2), 249-257, 2009
Linking behavioral patterns to personal attributes through data re-mining
G Ertek, A Demiriz, F Cakmak
Behavior Computing, 197-214, 2012
Voltage island based heterogeneous NoC design through constraint programming
A Demiriz, N Bagherzadeh, O Ozturk
Computers & Electrical Engineering 40 (8), 307-316, 2014
On analyzing web log data: A parallel sequence mining algorithm
A Demiriz
New Generation of Data Mining Applications, IEEE-Wiley, 2003
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