Zehra Cataltepe

发表

PREDICTION OF ISTANBUL STOCK EXCHANGE (ISE) DIRECTION BASED ON NEWS ARTICLES

Hakan Gunduz, Zehra Cataltepe, Z. Cataltepe, 2013 .

Malik Magdon-Ismail, Zehra Cataltepe, Yaser S. Abu-Mostafa, 1999, Neural Computation.

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

Zehra Cataltepe, Peyman Beyranvand, Veysel Murat Istemihan Genc, 2018, Turkish J. Electr. Eng. Comput. Sci..

An iterative approach for clustering optimization and validation

Zehra Cataltepe, Ismail Ari, Hakan Gumus, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Classifier combination with kernelized eigenclassifiers

Zehra Cataltepe, Ümit Ekmekçi, 2013, Proceedings of the 16th International Conference on Information Fusion.

Learner Engagement Measurement and Classification in 1:1 Learning

Zehra Cataltepe, Sinem Aslan, Asli Arslan Esme, 2014, 2014 13th International Conference on Machine Learning and Applications.

Collective Classification Using Heterogeneous Classifiers

Zehra Cataltepe, Abdullah Sonmez, Kadriye Baglioglu, 2011, MLDM.

Relational stock market network analysis

Zehra Cataltepe, Bircan Ergur, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Feature selection for collective classification

Atakan Aral, Zehra Cataltepe, Baris Senliol, 2009, 2009 24th International Symposium on Computer and Information Sciences.

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

Hakan Gunduz, Zehra Cataltepe, Esra Gulsen, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

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

Zehra Cataltepe, Yusuf Yaslan, 2009, IDEAL.

Feature enrichment and selection for transductive classification on networked data

Zehra Cataltepe, Abdullah Sonmez, Baris Senliol, 2014, Pattern Recognit. Lett..

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

Zehra Cataltepe, Berna Altinel, Z. Cataltepe, 2007, 2007 15th European Signal Processing Conference.

Validation of Network Classifiers

Zehra Cataltepe, Eric Bax, James Li, 2012, SSPR/SPR.

An Improvement of Centroid-Based Classification Algorithm for Text Classification

Zehra Cataltepe, Eser Aygün, Eser Aygün, 2007, 2007 IEEE 23rd International Conference on Data Engineering Workshop.

Stable feature selection using MRMR algorithm

Lei Yu, Zehra Cataltepe, Gokhan Gulgezen, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

Detection of periodic problems using non-parametric density estimation

Zehra Cataltepe, Mehmet Onur Sarkan, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Extended multimodal Eigenclassifiers and criteria for fusion model selection

Zehra Cataltepe, Ümit Ekmekçi, 2015, Inf. Sci..

Müzik Türlerinin Co-MRMR ile Snflandrlmas Audio Genre Classification with Co-MRMR

Zehra Cataltepe, Yusuf Yaslan, 2009 .

Transient filter generation using parzen window method

Zehra Cataltepe, M. O. Sarkan, 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU).

Stock daily return prediction using expanded features and feature selection

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, Turkish J. Electr. Eng. Comput. Sci..

Improving Course Success Prediction using ABET Course Outcomes and Grades

Zehra Cataltepe, Muzaffer Ege Alper, Z. Cataltepe, 2012, CSEDU.

Platforms for Enterprise Servers

Zehra Cataltepe, Binnur Kurt, 2009 .

MRMR Algoritmasi Kullanilarak Kararli Öznitelik Seçimi Stable Feature Selection Using MRMR Algorithm

Lei Yu, Zehra Cataltepe, Gokhan Gulgezen, 2009 .

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

Zehra Cataltepe, Sule Gündüz Ögüdücü, Ismail Günes, 2015, Data Mining and Knowledge Discovery.

Recognizing Patterns in Signals, Speech, Images and Videos

Selim Aksoy, Zehra Cataltepe, Devrim Unay, 2010, Lecture Notes in Computer Science.

Identification of insect damaged wheat kernels using transmittance images

A. Enis Çetin, Zehra Cataltepe, Tom C. Pearson, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Music Recommendation by Modeling User's Preferred Perspectives of Content, Singer/Genre and Popularity

Zehra Cataltepe, Berna Altinel, Z. Cataltepe, 2009 .

Alarm correlation using Apriori algorithm

Zehra Cataltepe, Mehmet Onur Sarkan, Aysel Akcakoca, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

A Novel Feature Selection Method for the Dynamic Security Assessment of Power Systems Based on Multi-Layer Perceptrons

Zehra Cataltepe, Peyman Beyranvand, Veysel Murat Istemihan Genc, 2018 .

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

Zehra Cataltepe, Hakki Murat Genç, Thomas Pearson, 2007, 2007 15th European Signal Processing Conference.

Co-training with relevant random subspaces

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2010, Neurocomputing.

Emotion recognition on static images using deep transfer learning and ensembling

Zehra Cataltepe, Huseyin Abanoz, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

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

Zehra Cataltepe, Davut Polat, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Audio genre classification with Co-MRMR

Zehra Cataltepe, Yusuf Yaslan, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods

Zehra Cataltepe, Yusuf Yaslan, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Learning Styles for K-12 Mathematics e-Learning

Atakan Aral, Zehra Cataltepe, 2012, CSEDU.

Feature selection for movie recommendation

Zehra Cataltepe, Mahiye Uluyağmur, Esengul Tayfur, 2016 .

Better user interest estimation to increase web banner ad click rate

Zehra Cataltepe, Baran Dilber, Hilmi Germiyan, 2010, 2010 IEEE 18th Signal Processing and Communications Applications Conference.

Dynamic and personalized keyboard for eye tracker typing

Zehra Cataltepe, Kadir Akdeniz, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Improving Performance Prediction on Education Data with Noise and Class Imbalance

Zehra Cataltepe, Akram M. Radwan, Z. Cataltepe, 2017 .

A new error bound for the classifier chosen by early stopping

Zehra Cataltepe, E. Bax, J. Sill, 1997, 1997 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, PACRIM. 10 Years Networking the Pacific Rim, 1987-1997.

Classification in Social Networks

Zehra Cataltepe, Abdullah Sönmez, Z. Cataltepe, 2014, Social Networks: Analysis and Case Studies.

Stable and Accurate Feature Selection

Lei Yu, Zehra Cataltepe, Gokhan Gulgezen, 2009, ECML/PKDD.

Characterizing nature and location of congestion on the public Internet

Zehra Cataltepe, Prat Moghe, 2003, Proceedings of the Eighth IEEE Symposium on Computers and Communications. ISCC 2003.

Score matrix optimization for quartz binding peptides using evolutionary strategy

Zehra Cataltepe, Baris Senliol, 2009, 2009 IEEE 17th Signal Processing and Communications Applications Conference.

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

Zehra Cataltepe, Sule Gündüz Ögüdücü, Ismail Günes, 2011, MLDM.

Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos

Selim Aksoy, Zehra Cataltepe, Devrim Unay, 2010 .

Statistical Analysis and Multimodal Classification on Noisy Eye Tracker and Application Log Data of Children with Autism and ADHD

Zehra Cataltepe, Mahiye Uluyagmur Ozturk, Ayşe Rodopman Arman, 2018 .

EigenBots for the Okey Social Board Game

Zehra Cataltepe, Ümit Ekmekçi, Güvenç Güngör, 2016, Comput. J..

Analysing graduation project rubrics using machine learning techniques

Ayse Tosun Misirli, Zehra Cataltepe, Yusuf Yaslan, 2015, 2015 10th International Conference on Computer Science & Education (ICCSE).

TV program recommendation using implicit feedback with adaptive regularization

Zehra Cataltepe, Esengul Tayfur, Mahiye Uluyagmur, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

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

Zehra Cataltepe, Ümit Ekmekçi, Tanju Cataltepe, 2016, NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium.

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

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, Knowl. Based Syst..

Stock market direction prediction using deep neural networks

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

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

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2007, MLDM Posters.

On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification

B. John Oommen, Zehra Cataltepe, Eser Aygün, 2009, PRIB.

Stock market prediction with deep learning using financial news

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

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

Chao Yuan, Claus Neubauer, Zehra Cataltepe, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

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

Chao Yuan, Claus Neubauer, Zehra Cataltepe, 2005, 2005 13th European Signal Processing Conference.

Turkish Document Classification Using Shorter Roots

Zehra Cataltepe, Yakup Turan, Fatih Kesgin, 2007, 2007 IEEE 15th Signal Processing and Communications Applications.

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

Zehra Cataltepe, Sule Gündüz Ögüdücü, Ismail Günes, 2014, Data Mining and Knowledge Discovery.

Music Genre Classification Using MIDI and Audio Features

Zehra Cataltepe, Yusuf Yaslan, Abdullah Sonmez, 2007, EURASIP J. Adv. Signal Process..

Peptide classification using optimal and information theoretic syntactic modeling

B. John Oommen, Zehra Cataltepe, Eser Aygün, 2010, Pattern Recognit..

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

Hakan Gunduz, Zehra Cataltepe, Z. Cataltepe, 2015, Expert Syst. Appl..

Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe, Yusuf Yaslan, Z. Cataltepe, 2009 .

Music Classification Using Kolmogorov Distance

Zehra Cataltepe, Esref Adali, Abdullah Sonmez, 2006 .

Content-Based Movie Recommendation Using Different Feature Sets

Zehra Cataltepe, Esengul Tayfur, Mahiye Uluyagmur, .