Zehra Cataltepe

According to our database1, Zehra Cataltepe authored at least 53 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2020
A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification.
J. Imaging, 2020

2018
Multilabel learning for the online transient stability assessment of electric power systems.
Turkish J. Electr. Eng. Comput. Sci., 2018

Stock market prediction with deep learning using financial news.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Emotion recognition on static images using deep transfer learning and ensembling.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations.
Knowl. Based Syst., 2017

Stock daily return prediction using expanded features and feature selection.
Turkish J. Electr. Eng. Comput. Sci., 2017

Stock market direction prediction using deep neural networks.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Performing video alignment by using different methods in human computer interaction experiments.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
Link prediction using time series of neighborhood-based node similarity scores.
Data Min. Knowl. Discov., 2016

EigenBots for the Okey Social Board Game.
Comput. J., 2016

Alignment of eye tracker and camera data for human computer interaction experiments.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Dynamic and personalized keyboard for eye tracker typing.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Online feature selected semi-supervised decision trees for network intrusion detection.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

ADHD and ASD Classification Based on Emotion Recognition Data.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015
Extended multimodal Eigenclassifiers and criteria for fusion model selection.
Inf. Sci., 2015

Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection.
Expert Syst. Appl., 2015

Alarm correlation using Apriori algorithm.
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.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

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

Feature enrichment and selection for transductive classification on networked data.
Pattern Recognit. Lett., 2014

Autism and tablet computers in Turkey: Teaching picture sequencing skills via a web-based iPad application.
Int. J. Child Comput. Interact., 2014

GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks.
Data Min. Knowl. Discov., 2014

Learner Engagement Measurement and Classification in 1: 1 Learning.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013
Detection of periodic problems using non-parametric density estimation.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Relational stock market network analysis.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Classifier combination with kernelized eigenclassifiers.
Proceedings of the 16th International Conference on Information Fusion, 2013

2012
Validation of Network Classifiers.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Feature selection and classification on brain computer interface (BCI) data.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

An iterative approach for clustering optimization and validation.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

TV program recommendation using implicit feedback with adaptive regularization.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Learning Styles for K-12 Mathematics e-Learning.
Proceedings of the CSEDU 2012, 2012

Improving Course Success Prediction using ABET Course Outcomes and Grades.
Proceedings of the CSEDU 2012, 2012

2011
GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Collective Classification Using Heterogeneous Classifiers.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

2010
Peptide classification using optimal and information theoretic syntactic modeling.
Pattern Recognit., 2010

Co-training with relevant random subspaces.
Neurocomputing, 2010

2009
On Utilizing Optimal and Information Theoretic Syntactic Modeling for Peptide Classification.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

Stable and Accurate Feature Selection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Feature selection for collective classification.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Random Relevant and Non-redundant Feature Subspaces for Co-training.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

2007
Music Genre Classification Using MIDI and Audio Features.
EURASIP J. Adv. Signal Process., 2007

A Comparison Framework of Similarity Metrics Used for Web Access Log Analysis.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

An Improvement of Centroid-Based Classification Algorithm for Text Classification.
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.
Proceedings of the 15th European Signal Processing Conference, 2007

Hybrid music recommendation based on different dimensions of audio content and an entropy measure.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods.
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.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A robust method to identify faults in correlated sensors in machine condition monitoring.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Identification of insect damaged wheat kernels using transmittance images.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Characterizing Nature and Location of Congestion on the Public Internet.
Proceedings of the Eighth IEEE Symposium on Computers and Communications (ISCC 2003), 30 June, 2003

1999
No Free Lunch for Early Stopping.
Neural Comput., 1999

1998
Incorporating Input Information into Learning and Augmented Objective Functions.
PhD thesis, 1998

1997
Incorporating Test Inputs into Learning.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997


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