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Books and Theses
- 1998
[b1]Zehra Çataltepe:
Incorporating Input Information into Learning and Augmented Objective Functions. California Institute of Technology, USA, 1998
Journal Articles
- 2020
- [j15]Merve Bozo
, Erchan Aptoula, Zehra Çataltepe:
A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification. J. Imaging 6(7): 68 (2020) - 2018
- [j14]Peyman Beyranvand, Veysel Murat Istemihan Genç, Zehra Çataltepe:
Multilabel learning for the online transient stability assessment of electric power systems. Turkish J. Electr. Eng. Comput. Sci. 26(5): 2661-2675 (2018) - 2017
- [j13]Hakan Gündüz, Zehra Çataltepe, Yusuf Yaslan:
Stock daily return prediction using expanded features and feature selection. Turkish J. Electr. Eng. Comput. Sci. 25: 4829-4840 (2017) - [j12]Hakan Gunduz, Yusuf Yaslan, Zehra Cataltepe:
Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations. Knowl. Based Syst. 137: 138-148 (2017) - 2016
- [j11]Ümit Ekmekçi, Zehra Çataltepe, Güvenç Güngör, Demir Can Kahya:
EigenBots for the Okey Social Board Game. Comput. J. 59(9): 1426-1432 (2016) - [j10]Ismail Günes, Sule Gündüz Ögüdücü, Zehra Çataltepe:
Link prediction using time series of neighborhood-based node similarity scores. Data Min. Knowl. Discov. 30(1): 147-180 (2016) - 2015
- [j9]Hakan Gunduz, Zehra Cataltepe:
Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection. Expert Syst. Appl. 42(22): 9001-9011 (2015) - [j8]Ümit Ekmekçi, Zehra Çataltepe:
Extended multimodal Eigenclassifiers and criteria for fusion model selection. Inf. Sci. 298: 53-65 (2015) - 2014
- [j7]Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü:
GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks. Data Min. Knowl. Discov. 28(3): 670-701 (2014) - [j6]Ceymi Doenyas, Emre Simdi, Ezgi Çagla Özcan, Zehra Çataltepe, Binyamin Birkan:
Autism and tablet computers in Turkey: Teaching picture sequencing skills via a web-based iPad application. Int. J. Child Comput. Interact. 2(1): 60-71 (2014) - [j5]Zehra Cataltepe, Abdullah Sonmez, Baris Senliol:
Feature enrichment and selection for transductive classification on networked data. Pattern Recognit. Lett. 37: 41-53 (2014) - 2010
- [j4]Yusuf Yaslan, Zehra Cataltepe:
Co-training with relevant random subspaces. Neurocomputing 73(10-12): 1652-1661 (2010) - [j3]Eser Aygün, B. John Oommen, Zehra Cataltepe:
Peptide classification using optimal and information theoretic syntactic modeling. Pattern Recognit. 43(11): 3891-3899 (2010) - 2007
- [j2]Zehra Cataltepe, Yusuf Yaslan, Abdullah Sonmez:
Music Genre Classification Using MIDI and Audio Features. EURASIP J. Adv. Signal Process. 2007 (2007) - 1999
- [j1]Zehra Cataltepe, Yaser S. Abu-Mostafa, Malik Magdon-Ismail:
No Free Lunch for Early Stopping. Neural Comput. 11(4): 995-1009 (1999)
Conference and Workshop Papers
- 2018
- [c36]Huseyin Abanoz, Zehra Çataltepe:
Emotion recognition on static images using deep transfer learning and ensembling. SIU 2018: 1-4 - [c35]Hakan Gündüz, Yusuf Yaslan, Zehra Cataltepe:
Stock market prediction with deep learning using financial news. SIU 2018: 1-4 - 2017
- [c34]Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe:
Performing video alignment by using different methods in human computer interaction experiments. SIU 2017: 1-4 - [c33]Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan:
Stock market direction prediction using deep neural networks. SIU 2017: 1-4 - 2016
- [c32]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: 810-813 - [c31]Zehra Cataltepe, Ümit Ekmekçi, Tanju Cataltepe, Ismail Kelebek:
Online feature selected semi-supervised decision trees for network intrusion detection. NOMS 2016: 1085-1088 - [c30]Kadir Akdeniz, Zehra Cataltepe:
Dynamic and personalized keyboard for eye tracker typing. SIU 2016: 1761-1764 - [c29]Leyla Garayli, Mahiye Uluyagmur-Ozturk, Zehra Cataltepe:
Alignment of eye tracker and camera data for human computer interaction experiments. SIU 2016: 2009-2012 - 2015
- [c28]Esra Gulsen, Hakan Gündüz, Zehra Cataltepe, Levent Serinol:
Big data feature selection and projection for gender prediction based on user web behaviour. SIU 2015: 1545-1548 - [c27]Mehmet Onur Sarkan, Aysel Akcakoca, Can Kucukakdag, Zehra Cataltepe:
Alarm correlation using Apriori algorithm. SIU 2015: 1602-1605 - 2014
- [c26]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: 545-552 - 2013
- [c25]Ümit Ekmekçi, Zehra Çataltepe:
Classifier combination with kernelized eigenclassifiers. FUSION 2013: 743-749 - [c24]Bircan Ergur, Zehra Cataltepe:
Relational stock market network analysis. SIU 2013: 1-4 - [c23]Mehmet Onur Sarkan, Zehra Cataltepe:
Detection of periodic problems using non-parametric density estimation. SIU 2013: 1-4 - 2012
- [c22]Muzaffer Ege Alper, Zehra Çataltepe:
Improving Course Success Prediction using ABET Course Outcomes and Grades. CSEDU (2) 2012: 222-229 - [c21]Atakan Aral, Zehra Cataltepe:
Learning Styles for K-12 Mathematics e-Learning. CSEDU (1) 2012: 317-322 - [c20]Zehra Cataltepe, Mahiye Uluyagmur, Esengul Tayfur:
TV program recommendation using implicit feedback with adaptive regularization. SIU 2012: 1-4 - [c19]Hakan Gumus, Evrim Korkmaz Özay, Ismail Ari, Zehra Cataltepe:
An iterative approach for clustering optimization and validation. SIU 2012: 1-4 - [c18]Davut Polat, Zehra Cataltepe:
Feature selection and classification on brain computer interface (BCI) data. SIU 2012: 1-4 - [c17]James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax:
Validation of Network Classifiers. SSPR/SPR 2012: 448-457 - 2011
- [c16]Zehra Cataltepe, Abdullah Sonmez, Kadriye Baglioglu, Ayse Erzan:
Collective Classification Using Heterogeneous Classifiers. MLDM 2011: 155-169 - [c15]Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü:
GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms. MLDM 2011: 568-583 - 2009
- [c14]Yusuf Yaslan, Zehra Cataltepe:
Random Relevant and Non-redundant Feature Subspaces for Co-training. IDEAL 2009: 679-686 - [c13]Baris Senliol, Atakan Aral, Zehra Cataltepe:
Feature selection for collective classification. ISCIS 2009: 286-291 - [c12]Gokhan Gulgezen, Zehra Cataltepe, Lei Yu:
Stable and Accurate Feature Selection. ECML/PKDD (1) 2009: 455-468 - [c11]Eser Aygün, B. John Oommen, Zehra Cataltepe:
On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification. PRIB 2009: 24-35 - 2007
- [c10]Zehra Cataltepe, Berna Altinel:
Hybrid music recommendation based on different dimensions of audio content and an entropy measure. EUSIPCO 2007: 936-940 - [c9]Zehra Cataltepe, Hakki Murat Genç, Thomas Pearson:
A PCA/ICA based feature selection method and its application for corn fungi detection. EUSIPCO 2007: 970-974 - [c8]Zehra Cataltepe, Eser Aygün:
An Improvement of Centroid-Based Classification Algorithm for Text Classification. ICDE Workshops 2007: 952-956 - [c7]Yusuf Yaslan, Zehra Cataltepe:
A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis. MLDM Posters 2007: 144-152 - 2006
- [c6]Yusuf Yaslan, Zehra Cataltepe:
Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods. ICPR (2) 2006: 573-576 - 2005
- [c5]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: 1-4 - [c4]Chao Yuan, Claus Neubauer, Zehra Çataltepe, Hans-Gerd Brummel:
Support vector methods and use of hidden variables for power plant monitoring. ICASSP (5) 2005: 693-696 - 2004
- [c3]Zehra Cataltepe, A. Enis Çetin, Tom C. Pearson:
Identification of insect damaged wheat kernels using transmittance images. ICIP 2004: 2917-2920 - 2003
- [c2]Zehra Cataltepe, Prat Moghe:
Characterizing Nature and Location of Congestion on the Public Internet. ISCC 2003: 741-746 - 1997
- [c1]Zehra Cataltepe, Malik Magdon-Ismail:
Incorporating Test Inputs into Learning. NIPS 1997: 437-443
Parts in Books or Collections
- 2014
- [p1]Zehra Çataltepe, Abdullah Sönmez:
Classification in Social Networks. Social Networks: Analysis and Case Studies 2014: 127-148
Editorship
- 2010
- [e1]Devrim Ünay, Zehra Çataltepe, Selim Aksoy:
Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports. Lecture Notes in Computer Science 6388, Springer 2010, ISBN 978-3-642-17710-1 [contents]
Coauthor Index
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