Zehra Cataltepe

According to our database, Zehra Cataltepe authored at least 53 papers between 1997 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification.

Merve Bozo, Erchan Aptoula, Zehra Çataltepe

J. Imaging, 2020

2018

Multilabel learning for the online transient stability assessment of electric power systems.

Peyman Beyranvand, Veysel Murat Istemihan Genç, Zehra Çataltepe

Turkish J. Electr. Eng. Comput. Sci., 2018

Stock market prediction with deep learning using financial news.

Hakan Gündüz, Yusuf Yaslan, Zehra Cataltepe

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Emotion recognition on static images using deep transfer learning and ensembling.

Huseyin Abanoz, Zehra Çataltepe

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations.

Hakan Gunduz, Yusuf Yaslan, Zehra Cataltepe

Knowl. Based Syst., 2017

Stock daily return prediction using expanded features and feature selection.

Hakan Gündüz, Zehra Çataltepe, Yusuf Yaslan

Turkish J. Electr. Eng. Comput. Sci., 2017

Stock market direction prediction using deep neural networks.

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Performing video alignment by using different methods in human computer interaction experiments.

Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Link prediction using time series of neighborhood-based node similarity scores.

Ismail Günes, Sule Gündüz Ögüdücü, Zehra Çataltepe

Data Min. Knowl. Discov., 2016

EigenBots for the Okey Social Board Game.

Ümit Ekmekçi, Zehra Çataltepe, Güvenç Güngör, Demir Can Kahya

Comput. J., 2016

Alignment of eye tracker and camera data for human computer interaction experiments.

Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Dynamic and personalized keyboard for eye tracker typing.

Kadir Akdeniz, Zehra Cataltepe

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Online feature selected semi-supervised decision trees for network intrusion detection.

Zehra Cataltepe, Ümit Ekmekçi, Tanju Cataltepe, Ismail Kelebek

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

ADHD and ASD Classification Based on Emotion Recognition Data.

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

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Extended multimodal Eigenclassifiers and criteria for fusion model selection.

Ümit Ekmekçi, Zehra Çataltepe

Inf. Sci., 2015

Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection.

Hakan Gunduz, Zehra Cataltepe

Expert Syst. Appl., 2015

Alarm correlation using Apriori algorithm.

Mehmet Onur Sarkan, Aysel Akcakoca, Can Kucukakdag, Zehra Cataltepe

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Big data feature selection and projection for gender prediction based on user web behaviour.

Esra Gulsen, Hakan Gündüz, Zehra Cataltepe, Levent Serinol

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Classification in Social Networks.

Zehra Çataltepe, Abdullah Sönmez

Proceedings of the Social Networks: Analysis and Case Studies, 2014

Feature enrichment and selection for transductive classification on networked data.

Zehra Cataltepe, Abdullah Sonmez, Baris Senliol

Pattern Recognit. Lett., 2014

Autism and tablet computers in Turkey: Teaching picture sequencing skills via a web-based iPad application.

Ceymi Doenyas, Emre Simdi, Ezgi Çagla Özcan, Zehra Çataltepe, Binyamin Birkan

Int. J. Child Comput. Interact., 2014

GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks.

Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü

Data Min. Knowl. Discov., 2014

Learner Engagement Measurement and Classification in 1: 1 Learning.

Sinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli Arslan Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013

Detection of periodic problems using non-parametric density estimation.

Mehmet Onur Sarkan, Zehra Cataltepe

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Relational stock market network analysis.

Bircan Ergur, Zehra Cataltepe

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Classifier combination with kernelized eigenclassifiers.

Ümit Ekmekçi, Zehra Çataltepe

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

Validation of Network Classifiers.

James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Feature selection and classification on brain computer interface (BCI) data.

Davut Polat, Zehra Cataltepe

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

An iterative approach for clustering optimization and validation.

Hakan Gumus, Evrim Korkmaz Özay, Ismail Ari, Zehra Cataltepe

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

TV program recommendation using implicit feedback with adaptive regularization.

Zehra Cataltepe, Mahiye Uluyagmur, Esengul Tayfur

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Learning Styles for K-12 Mathematics e-Learning.

Atakan Aral, Zehra Cataltepe

Proceedings of the CSEDU 2012, 2012

Improving Course Success Prediction using ABET Course Outcomes and Grades.

Muzaffer Ege Alper, Zehra Çataltepe

Proceedings of the CSEDU 2012, 2012

2011

GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms.

Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Collective Classification Using Heterogeneous Classifiers.

Zehra Cataltepe, Abdullah Sonmez, Kadriye Baglioglu, Ayse Erzan

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

2010

Peptide classification using optimal and information theoretic syntactic modeling.

Eser Aygün, B. John Oommen, Zehra Cataltepe

Pattern Recognit., 2010

Co-training with relevant random subspaces.

Yusuf Yaslan, Zehra Cataltepe

Neurocomputing, 2010

2009

On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification.

Eser Aygün, B. John Oommen, Zehra Cataltepe

Proceedings of the Pattern Recognition in Bioinformatics, 2009

Stable and Accurate Feature Selection.

Gokhan Gulgezen, Zehra Cataltepe, Lei Yu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Feature selection for collective classification.

Baris Senliol, Atakan Aral, Zehra Cataltepe

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Random Relevant and Non-redundant Feature Subspaces for Co-training.

Yusuf Yaslan, Zehra Cataltepe

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

2007

Music Genre Classification Using MIDI and Audio Features.

Zehra Cataltepe, Yusuf Yaslan, Abdullah Sonmez

EURASIP J. Adv. Signal Process., 2007

A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis.

Yusuf Yaslan, Zehra Cataltepe

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

An Improvement of Centroid-Based Classification Algorithm for Text Classification.

Zehra Cataltepe, Eser Aygün

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

A PCA/ICA based feature selection method and its application for corn fungi detection.

Zehra Cataltepe, Hakki Murat Genç, Thomas Pearson

Proceedings of the 15th European Signal Processing Conference, 2007

Hybrid music recommendation based on different dimensions of audio content and an entropy measure.

Zehra Cataltepe, Berna Altinel

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods.

Yusuf Yaslan, Zehra Cataltepe

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Support vector methods and use of hidden variables for power plant monitoring.

Chao Yuan, Claus Neubauer, Zehra Çataltepe, Hans-Gerd Brummel

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A robust method to identify faults in correlated sensors in machine condition monitoring.

Zehra Cataltepe, Chao Yuan, Claus Neubauer, Meltem Demirkus, Hans-Gerd Brummel

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Identification of insect damaged wheat kernels using transmittance images.

Zehra Cataltepe, A. Enis Çetin, Tom C. Pearson

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Characterizing Nature and Location of Congestion on the Public Internet.

Zehra Cataltepe, Prat Moghe

Proceedings of the Eighth IEEE Symposium on Computers and Communications (ISCC 2003), 30 June, 2003

1999

No Free Lunch for Early Stopping.

Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail

Neural Comput., 1999

1998

Incorporating Input Information into Learning and Augmented Objective Functions.

Zehra Çataltepe

PhD thesis, 1998

1997

Incorporating Test Inputs into Learning.

Zehra Cataltepe, Malik Magdon-Ismail

Proceedings of the Advances in Neural Information Processing Systems 10, 1997