Cemal Okan Sakar

According to our database1, Cemal Okan Sakar authored at least 26 papers between 2010 and 2019.

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

Timeline

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Bibliography

2019
Real-time prediction of online shoppers' purchasing intention using multilayer perceptron and LSTM recurrent neural networks.
Neural Computing and Applications, 2019

A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform.
Appl. Soft Comput., 2019

Accurate Prediction of Advertisement Clicks based on Impression and Click-Through Rate using Extreme Gradient Boosting.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Forecasting Hotel Room Sales within Online Travel Agencies by Combining Multiple Feature Sets.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Detection of e-Commerce Anomalies using LSTM-recurrent Neural Networks.
Proceedings of the 8th International Conference on Data Science, 2019

2018
Nonlinear Feature Extraction using Multilayer Perceptron based Alternating Regression for Classification and Multiple-output Regression Problems.
Proceedings of the 7th International Conference on Data Science, 2018

2017
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2017

2015
Analysis of shared miRNAs of different species using ensemble CCA and genetic distance.
Comp. in Bio. and Med., 2015

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Combining multiple clusterings for protein structure prediction.
IJDMB, 2014

Combining multiple views: Case studies on protein and arrhythmia features.
Eng. Appl. of AI, 2014

Ensemble canonical correlation analysis.
Appl. Intell., 2014

Online Naive Bayes classification for network intrusion detection.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings.
IEEE J. Biomedical and Health Informatics, 2013

Pulmonary crackle detection using time-frequency and time-scale analysis.
Digital Signal Processing, 2013

2012
A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy-Maximum Relevance filter method.
Expert Syst. Appl., 2012

A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection.
Expert Syst. Appl., 2012

Pulmonary crackle detection using time-frequency analysis.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A validation method for comparing classifiers on imbalanced datasets.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Feature extraction for facial expression recognition by canonical correlation analysis.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011
Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method.
Intelligent Automation & Soft Computing, 2011

Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm.
Proceedings of the Convergence and Hybrid Information Technology, 2011

Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Telediagnosis of Parkinson's Disease Using Measurements of Dysphonia.
J. Medical Systems, 2010

Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010


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