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1

Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks

Sakar, C. Okan, Polat, S. Olcay, Katircioglu, Mete, Kastro, Yomi

Journal:

Neural Computing and Applications

Year:

2018

Language:

english

File:

PDF, 921 KB

english, 2018

2

A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform

Sakar, C. Okan, Serbes, Gorkem, Gunduz, Aysegul, Tunc, Hunkar C., Nizam, Hatice, Sakar, Betul Erdogdu, Tutuncu, Melih, Aydin, Tarkan, Isenkul, M. Erdem, Apaydin, Hulya

Journal:

Applied Soft Computing

Year:

2018

Language:

english

File:

PDF, 907 KB

english, 2018

3

Human Resources Mining for Examination of R&D Progress and Requirements

Ozcan, Sercan, Sakar, C. Okan, Suloglu, Metin

Journal:

IEEE Transactions on Engineering Management

Year:

2020

File:

PDF, 5.79 MB

2020

4

Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia

C. Okan Sakar, Olcay Kursun

Journal:

Journal of Medical Systems

Year:

2010

Language:

english

File:

PDF, 195 KB

english, 2010

5

A feature selection method based on kernel canonical correlation analysis and the minimum Redundancy–Maximum Relevance filter method

C. Okan Sakar, Olcay Kursun, Fikret Gurgen

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 364 KB

english, 2012

6

A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection

C. Okan Sakar, Olcay Kursun

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1010 KB

english, 2012

7

Ensemble canonical correlation analysis

Sakar, C. Okan, Kursun, Olcay, Gurgen, Fikret

Journal:

Applied Intelligence

Year:

2014

Language:

english

File:

PDF, 1.61 MB

english, 2014

8

Combining multiple views: Case studies on protein and arrhythmia features

Sakar, C. Okan, Kursun, Olcay, Seker, Huseyin, Gurgen, Fikret, Aydin, Nizamettin, Favorov, Oleg

Journal:

Engineering Applications of Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 504 KB

english, 2014

9

Pulmonary crackle detection using time–frequency and time–scale analysis

Serbes, Gorkem, Sakar, C. Okan, Kahya, Yasemin P., Aydin, Nizamettin

Journal:

Digital Signal Processing

Year:

2013

Language:

english

File:

PDF, 647 KB

english, 2013

10

[IEEE 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) - China (2014.8.17-2014.8.20)] 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014) - Online Naive Bayes classification for network intrusion detection

Gumus, Fatma, Sakar, C. Okan, Erdem, Zeki, Kursun, Olcay

Year:

2014

Language:

english

File:

PDF, 159 KB

english, 2014

11

Feature Selection For The Prediction Of Tropospheric Ozone Concentration Using A Wrapper Method

Sakar, C. Okan, Demir, Goksel, Kursun, Olcay, Ozdemir, Huseyin, Altay, Gokmen, Yalcin, Senay

Journal:

Intelligent Automation & Soft Computing

Year:

2011

Language:

english

File:

PDF, 456 KB

english, 2011

12

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection

Sakar, Okan, Kursun, Olcay, Seker, Huseyin, Gurgen, Fikret

Year:

2010

Language:

english

File:

PDF, 545 KB

english, 2010

13

[IEEE 2009 9th International Conference on Information Technology and Applications in Biomedicine (ITAB 2009) - Larnaka, Cyprus (2009.11.4-2009.11.7)] 2009 9th International Conference on Information Technology and Applications in Biomedicine - Parallel interacting multiview learning: An application to prediction of protein sub-nuclear location

Kur, Olcay, Seker, Huseyin, Gurgen, Fikret, Aydin, Nizamettin, Favorov, Oleg V., Sakar, C. Okan

Year:

2009

Language:

english

File:

PDF, 1.47 MB

english, 2009

14

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Pulmonary crackle detection using time-frequency analysis

Serbes, Gorkem, Sakar, C.Okan, Kahya, Yasemin, Aydin, Nizamettin

Year:

2012

Language:

turkish

File:

PDF, 242 KB

turkish, 2012

15

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Feature extraction for facial expression recognition by canonical correlation analysis

Sakar, C. Okan, Kursun, Olcay, Karaali, Ali, Erdem, Cigdem Eroglu

Year:

2012

Language:

turkish

File:

PDF, 872 KB

turkish, 2012

16

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - A Hybrid Method for Feature Selection Based on Mutual Information and Canonical Correlation Analysis

Sakar, C. Okan, Kursun, Olcay

Year:

2010

Language:

english

File:

PDF, 540 KB

english, 2010

17

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - A validation method for comparing classifiers on imbalanced datasets

Sakar, Betul Erdogdu, Sakar, C. Okan, Gurgen, Fikret, Sertbas, Ahmet, Kursun, Olcay

Year:

2012

Language:

turkish

File:

PDF, 277 KB

turkish, 2012

18

Analysis of shared miRNAs of different species using ensemble CCA and genetic distance

Cevik, Nazife, Sakar, C. Okan, Kursun, Olcay

Journal:

Computers in Biology and Medicine

Year:

2015

Language:

english

File:

PDF, 305 KB

english, 2015

19

Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis

Sakar, Cemal Okan, Kursun, Olcay

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.38 MB

english, 2015

20

[IEEE 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE) - Belgrade, Serbia (2015.11.2-2015.11.4)] 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE) - Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale

Sakar, Betul Erdogdu, Sakar, C. Okan, Serbes, Gorkem, Kursun, Olcay

Year:

2015

Language:

english

File:

PDF, 258 KB

english, 2015

21

Combining multiple clusterings for protein structure prediction

Sakar, C. Okan, Kursun, Olcay, Seker, Huseyin, Gurgen, Fikret

Journal:

International Journal of Data Mining and Bioinformatics

Year:

2014

Language:

english

File:

PDF, 248 KB

english, 2014

22

[IEEE 2019 11th International Conference on Electrical and Electronics Engineering (ELECO) - Bursa, Turkey (2019.11.28-2019.11.30)] 2019 11th International Conference on Electrical and Electronics Engineering (ELECO) - Turkish Movie Genre Classification from Poster Images using Convolutional Neural Networks

Gozuacik, Necip, Sakar, C. Okan

Year:

2019

Language:

english

File:

PDF, 2.46 MB

english, 2019

23

Estimation of Parkinsonâs disease severity using speech features and extreme gradient boosting

Tunc, Hunkar C., Sakar, C. Okan, Apaydin, Hulya, Serbes, Gorkem, Gunduz, Aysegul, Tutuncu, Melih, Gurgen, Fikret

Journal:

Medical and Biological Engineering and Computing

Year:

2020

File:

PDF, 1.31 MB

2020

24

Distracted driver detection by combining in-vehicle and image data using deep learning

Omerustaoglu, Furkan, Sakar, C. Okan, Kar, Gorkem

Journal:

Applied Soft Computing

Year:

2020

File:

PDF, 3.40 MB

2020

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