A validation method for comparing classifiers on imbalanced datasets. - Betul Erdogdu Sakar; Cemal Okan Sakar; Fikret Gürgen; Ahmet Sertbas; Olcay Kursun (SIU, 2012)

Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings. - Betul Erdogdu Sakar; M. Erdem Isenkul; Cemal Okan Sakar; Ahmet Sertbas; Fikret Gürgen; Sakir Delil; Hulya Apaydin; Olcay Kursun (IEEE J. Biomed. Health Informatics, 2013)

Prediction of level and abrupt changes of ozon concentration. - Ahmet Develi; Olcay Kursun; Betul Erdogdu Sakar (SIU, 2014)

Çoklu ses kayıtları içeren bir parkinson konuşma veri kümesinin toplanması ve analizi (Collection and analysis of a parkinson speech dataset with multiple types of sound recordings) - Betul Erdogdu Sakar (2014)

Parkinson Speech Dataset with Multiple Types of Sound Recordings. - Olcay Kursun; Betul Erdogdu Sakar; M. Erdem Isenkul; Cemal Okan Sakar; Ahmet Sertbas; Fikret S. Gürgen (UCI Machine Learning Repository, 2014)

Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale. - Betul Erdogdu Sakar; Cemal Okan Sakar; Gorkem Serbes; Olcay Kursun (BIBE, 2015)

A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. - Gorkem Serbes; Betul Erdogdu Sakar; Nizamettin Aydin (BIBE, 2015)

An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. - Gorkem Serbes; Betul Erdogdu Sakar; Halil Özcan Gülçür; Nizamettin Aydin (Appl. Soft Comput., 2015)

Parkinson Disease Spiral Drawings Using Digitized Graphics Tablet. - M. Erdem Isenkul; Betul Erdogdu Sakar (UCI Machine Learning Repository, 2017)

Variable Importance Analysis in Default Prediction using Machine Learning Techniques. - Basak Gültekin; Betul Erdogdu Sakar (DATA, 2018)

Parkinson's Disease Classification. - Cemal Okan Sakar; Gorkem Serbes; Aysegul Günduz; Hatice Nizam; Betul Erdogdu Sakar (UCI Machine Learning Repository, 2018)

A comparative analysis of speech signal processing algorithms for Parkinson's disease classification and the use of the tunable Q-factor wavelet transform. - Cemal Okan Sakar; Gorkem Serbes; Aysegul Günduz; Hünkar Can Tunç; Hatice Nizam; Betul Erdogdu Sakar; Melih Tutuncu; Tarkan Aydin; M. Erdem Isenkul; Hulya Apaydin (Appl. Soft Comput., 2019)

Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. - Betul Erdogdu Sakar; Gorkem Serbes; Nizamettin Aydin (Biomed. Signal Process. Control., 2022)