Zehra Cataltepe

Publication Activity (10 Years)

Years Active: 1997-2018
Publications (10 Years): 11

Top Topics

Adaptive Regularization

Network Intrusion

Top Venues

Publications

Hakan Gündüz, Yusuf Yaslan, Zehra Cataltepe
Stock market prediction with deep learning using financial news. SIU (2018)
Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan
Stock market direction prediction using deep neural networks. SIU (2017)
Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe
Performing video alignment by using different methods in human computer interaction experiments. SIU (2017)
Hakan Gunduz, Yusuf Yaslan, Zehra Cataltepe
Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations. Knowl. Based Syst. 137 (2017)
Kadir Akdeniz, Zehra Cataltepe
Dynamic and personalized keyboard for eye tracker typing. SIU (2016)
Zehra Cataltepe, Ümit Ekmekçi, Tanju Cataltepe, Ismail Kelebek
Online feature selected semi-supervised decision trees for network intrusion detection. NOMS (2016)
Mahiye Uluyagmur-Ozturk, Ayse Rodopman Arman, Seval Sultan Yilmaz, Onur Tugce Poyraz Findik, Herdem Aslan Genc, Gresa Carkaxhiu-Bulut, M. Yanki Yazgan, Umut Teker, Zehra Cataltepe
ADHD and ASD Classification Based on Emotion Recognition Data. ICMLA (2016)
Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe
Alignment of eye tracker and camera data for human computer interaction experiments. SIU (2016)
Mehmet Onur Sarkan, Aysel Akcakoca, Can Kucukakdag, Zehra Cataltepe
Alarm correlation using Apriori algorithm. SIU (2015)
Esra Gulsen, Hakan Gündüz, Zehra Cataltepe, Levent Serinol
Big data feature selection and projection for gender prediction based on user web behaviour. SIU (2015)
Hakan Gunduz, Zehra Cataltepe
Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection. Expert Syst. Appl. 42 (22) (2015)
Zehra Cataltepe, Abdullah Sonmez, Baris Senliol
Feature enrichment and selection for transductive classification on networked data. Pattern Recognit. Lett. 37 (2014)
Sinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli Arslan Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener
Learner Engagement Measurement and Classification in 1: 1 Learning. ICMLA (2014)
Bircan Ergur, Zehra Cataltepe
Relational stock market network analysis. SIU (2013)
Mehmet Onur Sarkan, Zehra Cataltepe
Detection of periodic problems using non-parametric density estimation. SIU (2013)
Davut Polat, Zehra Cataltepe
Feature selection and classification on brain computer interface (BCI) data. SIU (2012)
Zehra Cataltepe, Mahiye Uluyagmur, Esengul Tayfur
TV program recommendation using implicit feedback with adaptive regularization. SIU (2012)
Atakan Aral, Zehra Cataltepe
Learning Styles for K-12 Mathematics e-Learning. CSEDU (1) (2012)
Hakan Gumus, Evrim Korkmaz Özay, Ismail Ari, Zehra Cataltepe
An iterative approach for clustering optimization and validation. SIU (2012)
James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax
Validation of Network Classifiers. SSPR/SPR (2012)
Zehra Cataltepe, Abdullah Sonmez, Kadriye Baglioglu, Ayse Erzan
Collective Classification Using Heterogeneous Classifiers. MLDM (2011)
Eser Aygün, B. John Oommen, Zehra Cataltepe
Peptide classification using optimal and information theoretic syntactic modeling. Pattern Recognit. 43 (11) (2010)
Yusuf Yaslan, Zehra Cataltepe
Co-training with relevant random subspaces. Neurocomputing 73 (10-12) (2010)
Yusuf Yaslan, Zehra Cataltepe
Random Relevant and Non-redundant Feature Subspaces for Co-training. IDEAL (2009)
Eser Aygün, B. John Oommen, Zehra Cataltepe
On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification. PRIB (2009)
Baris Senliol, Atakan Aral, Zehra Cataltepe
Feature selection for collective classification. ISCIS (2009)
Gokhan Gulgezen, Zehra Cataltepe, Lei Yu
Stable and Accurate Feature Selection. ECML/PKDD (1) (2009)
Zehra Cataltepe, Hakki Murat Genç, Thomas Pearson
A PCA/ICA based feature selection method and its application for corn fungi detection. EUSIPCO (2007)
Zehra Cataltepe, Berna Altinel
Hybrid music recommendation based on different dimensions of audio content and an entropy measure. EUSIPCO (2007)
Zehra Cataltepe, Yusuf Yaslan, Abdullah Sonmez
Music Genre Classification Using MIDI and Audio Features. EURASIP J. Adv. Signal Process. 2007 (2007)
Yusuf Yaslan, Zehra Cataltepe
A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis. MLDM Posters (2007)
Zehra Cataltepe, Eser Aygün
An Improvement of Centroid-Based Classification Algorithm for Text Classification. ICDE Workshops (2007)
Yusuf Yaslan, Zehra Cataltepe
Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods. ICPR (2) (2006)
Zehra Cataltepe, Chao Yuan, Claus Neubauer, Meltem Demirkus, Hans-Gerd Brummel
A robust method to identify faults in correlated sensors in machine condition monitoring. EUSIPCO (2005)
Zehra Cataltepe, A. Enis Çetin, Tom C. Pearson
Identification of insect damaged wheat kernels using transmittance images. ICIP (2004)
Zehra Cataltepe, Prat Moghe
Characterizing Nature and Location of Congestion on the Public Internet. ISCC (2003)
Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail
No Free Lunch for Early Stopping. Neural Comput. 11 (4) (1999)
Zehra Cataltepe, Malik Magdon-Ismail
Incorporating Test Inputs into Learning. NIPS (1997)