Zehra Cataltepe

39 papers B 3C 4Journal 7Unranked 25

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