Incorporating Test Inputs into Learning. - Zehra Cataltepe; Malik Magdon-Ismail (NIPS, 1997)

Incorporating Input Information into Learning and Augmented Objective Functions. - Zehra Çataltepe (1998)

No Free Lunch for Early Stopping. - Zehra Cataltepe; Yaser S. Abu-Mostafa; Malik Magdon-Ismail (Neural Comput., 1999)

Characterizing Nature and Location of Congestion on the Public Internet. - Zehra Cataltepe; Prat Moghe (ISCC, 2003)

Identification of insect damaged wheat kernels using transmittance images. - Zehra Cataltepe; A. Enis Çetin; Tom C. Pearson (ICIP, 2004)

Fast insect damage detection in wheat kernels using transmittance images. - Zehra Cataltepe; Thomas Pearson; A. Enis Çetin (IJCNN, 2004)

A robust method to identify faults in correlated sensors in machine condition monitoring. - Zehra Cataltepe; Chao Yuan; Claus Neubauer; Meltem Demirkus; Hans-Gerd Brummel (EUSIPCO, 2005)

Support vector methods and use of hidden variables for power plant monitoring. - Chao Yuan; Claus Neubauer; Zehra Çataltepe; Hans-Gerd Brummel (ICASSP (5), 2005)

Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods. - Yusuf Yaslan; Zehra Cataltepe (ICPR (2), 2006)

Hybrid music recommendation based on different dimensions of audio content and an entropy measure. - Zehra Cataltepe; Berna Altinel (EUSIPCO, 2007)

A PCA/ICA based feature selection method and its application for corn fungi detection. - Zehra Cataltepe; Hakki Murat Genç; Thomas Pearson (EUSIPCO, 2007)

An Improvement of Centroid-Based Classification Algorithm for Text Classification. - Zehra Cataltepe; Eser Aygün (ICDE Workshops, 2007)

A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis. - Yusuf Yaslan; Zehra Cataltepe (MLDM Posters, 2007)

Music Genre Classification Using MIDI and Audio Features. - Zehra Cataltepe; Yusuf Yaslan; Abdullah Sonmez (EURASIP J. Adv. Signal Process., 2007)

Random Relevant and Non-redundant Feature Subspaces for Co-training. - Yusuf Yaslan; Zehra Cataltepe (IDEAL, 2009)

Feature selection for collective classification. - Baris Senliol; Atakan Aral; Zehra Cataltepe (ISCIS, 2009)

Stable and Accurate Feature Selection. - Gokhan Gulgezen; Zehra Cataltepe; Lei Yu 001 (ECML/PKDD (1), 2009)

On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification. - Eser Aygün; B. John Oommen; Zehra Cataltepe (PRIB, 2009)

Co-training with relevant random subspaces. - Yusuf Yaslan; Zehra Cataltepe (Neurocomputing, 2010)

Peptide classification using optimal and information theoretic syntactic modeling. - Eser Aygün; B. John Oommen; Zehra Cataltepe (Pattern Recognit., 2010)

Collective Classification Using Heterogeneous Classifiers. - Zehra Cataltepe; Abdullah Sonmez; Kadriye Baglioglu; Ayse Erzan (MLDM, 2011)

GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms. - Ismail Günes; Zehra Çataltepe; Sule Gündüz Ögüdücü (MLDM, 2011)

Improving Course Success Prediction using ABET Course Outcomes and Grades. - Muzaffer Ege Alper; Zehra Çataltepe (CSEDU (2), 2012)

Learning Styles for K-12 Mathematics e-Learning. - Atakan Aral; Zehra Cataltepe (CSEDU (1), 2012)

TV program recommendation using implicit feedback with adaptive regularization. - Zehra Cataltepe; Mahiye Uluyagmur; Esengul Tayfur (SIU, 2012)

An iterative approach for clustering optimization and validation. - Hakan Gumus; Evrim Korkmaz Özay; Ismail Ari; Zehra Cataltepe (SIU, 2012)

Feature selection and classification on brain computer interface (BCI) data. - Davut Polat; Zehra Cataltepe (SIU, 2012)

Validation of Network Classifiers. - James Li; Abdullah Sonmez; Zehra Cataltepe; Eric Bax (SSPR/SPR, 2012)

Classifier combination with kernelized eigenclassifiers. - Ümit Ekmekçi; Zehra Çataltepe (FUSION, 2013)

Relational stock market network analysis. - Bircan Ergur; Zehra Cataltepe (SIU, 2013)

Detection of periodic problems using non-parametric density estimation. - Mehmet Onur Sarkan; Zehra Cataltepe (SIU, 2013)

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 (ICMLA, 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)

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)

Feature enrichment and selection for transductive classification on networked data. - Zehra Cataltepe; Abdullah Sonmez; Baris Senliol (Pattern Recognit. Lett., 2014)

Classification in Social Networks. - Zehra Çataltepe; Abdullah Sönmez (Social Networks: Analysis and Case Studies, 2014)

Big data feature selection and projection for gender prediction based on user web behaviour. - Esra Gulsen; Hakan Gündüz; Zehra Cataltepe; Levent Serinol (SIU, 2015)

Alarm correlation using Apriori algorithm. - Mehmet Onur Sarkan; Aysel Akcakoca; Can Kucukakdag; Zehra Cataltepe (SIU, 2015)

Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection. - Hakan Gunduz; Zehra Cataltepe (Expert Syst. Appl., 2015)

Extended multimodal Eigenclassifiers and criteria for fusion model selection. - Ümit Ekmekçi; Zehra Çataltepe (Inf. Sci., 2015)

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 (ICMLA, 2016)

Online feature selected semi-supervised decision trees for network intrusion detection. - Zehra Cataltepe; Ümit Ekmekçi; Tanju Cataltepe; Ismail Kelebek (NOMS, 2016)

Dynamic and personalized keyboard for eye tracker typing. - Kadir Akdeniz; Zehra Cataltepe (SIU, 2016)

Alignment of eye tracker and camera data for human computer interaction experiments. - Leyla Garayli; Mahiye Uluyagmur-Ozturk; Zehra Cataltepe (SIU, 2016)

EigenBots for the Okey Social Board Game. - Ümit Ekmekçi; Zehra Çataltepe; Güvenç Güngör; Demir Can Kahya (Comput. J., 2016)

Link prediction using time series of neighborhood-based node similarity scores. - Ismail Günes; Sule Gündüz Ögüdücü; Zehra Çataltepe (Data Min. Knowl. Discov., 2016)

Performing video alignment by using different methods in human computer interaction experiments. - Leyla Garayli; Mahiye Uluyagmur-Ozturk; Zehra Cataltepe (SIU, 2017)

Stock market direction prediction using deep neural networks. - Hakan Gunduz; Zehra Cataltepe; Yusuf Yaslan (SIU, 2017)

Stock daily return prediction using expanded features and feature selection. - Hakan Gündüz; Zehra Çataltepe; Yusuf Yaslan (Turkish J. Electr. Eng. Comput. Sci., 2017)

Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations. - Hakan Gunduz; Yusuf Yaslan; Zehra Cataltepe (Knowl. Based Syst., 2017)

Emotion recognition on static images using deep transfer learning and ensembling. - Huseyin Abanoz; Zehra Çataltepe (SIU, 2018)

Stock market prediction with deep learning using financial news. - Hakan Gündüz; Yusuf Yaslan; Zehra Cataltepe (SIU, 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)

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)