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Zehra Cataltepe
Zehra Cataltepe
http://web.itu.edu.tr/~cataltepe/resume.htm
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
A Roychoudhury, M D'Souza
206*2012
Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations
H Gunduz, Y Yaslan, Z Cataltepe
Knowledge-Based Systems 137, 138-148, 2017
1632017
Fast Correlation Based Filter (FCBF) with a different search strategy
B Senliol, G Gulgezen, L Yu, Z Cataltepe
2008 23rd international symposium on computer and information sciences, 1-4, 2008
1482008
Link prediction using time series of neighborhood-based node similarity scores
İ Güneş, Ş Gündüz-Öğüdücü, Z Çataltepe
Data Mining and Knowledge Discovery 30, 147-180, 2016
1192016
Music genre classification using MIDI and audio features
Z Cataltepe, Y Yaslan, A Sonmez
EURASIP Journal on Advances in Signal Processing 2007, 1-8, 2007
1182007
Co-training with relevant random subspaces
Y Yaslan, Z Cataltepe
Neurocomputing 73 (10-12), 1652-1661, 2010
962010
No free lunch for early stopping
Z Cataltepe, YS Abu-Mostafa, M Magdon-Ismail
Neural computation 11 (4), 995-1009, 1999
961999
Stable and accurate feature selection
G Gulgezen, Z Cataltepe, L Yu
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2009
782009
Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection
H Gunduz, Z Cataltepe
Expert Systems with Applications 42 (22), 9001-9011, 2015
692015
Autism and tablet computers in Turkey: Teaching picture sequencing skills via a web-based iPad application
C Doenyas, E Şimdi, EÇ Özcan, Z Çataltepe, B Birkan
International Journal of Child-Computer Interaction 2 (1), 60-71, 2014
562014
Stock market direction prediction using deep neural networks
H Gunduz, Z Cataltepe, Y Yaslan
2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017
412017
Content-based movie recommendation using different feature sets
M Uluyagmur, Z Cataltepe, E Tayfur
Proceedings of the world congress on engineering and computer science 1, 17-24, 2012
392012
Audio music genre classification using different classifiers and feature selection methods
Y Yaslan, Z Cataltepe
18th International Conference on Pattern Recognition (ICPR'06) 2, 573-576, 2006
362006
Learner engagement measurement and classification in 1: 1 learning
S Aslan, Z Cataltepe, I Diner, O Dundar, AA Esme, R Ferens, G Kamhi, ...
2014 13th International Conference on Machine Learning and Applications, 545-552, 2014
322014
Stock daily return prediction using expanded features and feature selection
H Gündüz, Z Çataltepe, Y Yaslan
Turkish Journal of Electrical Engineering and Computer Sciences 25 (6), 4829 …, 2017
292017
Method to use a receiver operator characteristics curve for model comparison in machine condition monitoring
Z Cataltepe, C Neubauer, C Yuan
US Patent 7,552,035, 2009
282009
An improvement of centroid-based classification algorithm for text classification
Z Cataltepe, E Aygun
2007 IEEE 23rd International Conference on Data Engineering Workshop, 952-956, 2007
282007
Music recommendation based on adaptive feature and user grouping
Z Çataltepe, B Altinel
2007 22nd international symposium on computer and information sciences, 1-6, 2007
252007
Feature selection for movie recommendation
Z Cataltepe, M ULUYAĞMUR, E TAYFUR
Turkish Journal of Electrical Engineering and Computer Sciences 24 (3), 833-848, 2016
242016
Turkish document classification using shorter roots
Z Cataltepe, Y Turan, F Kesgin
2007 IEEE 15th Signal Processing and Communications Applications, 1-4, 2007
212007
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