On Feature Extraction for Spam E-Mail Detection. - Serkan Günal; Semih Ergin; Mehmet Bilginer Gülmezoglu; Ömer Nezih Gerek (MRCS, 2006)

Use of Novel Feature Extraction Technique with Subspace Classifiers for Speech Recognition. - Serkan Günal; Rifat Edizkan (ICPS, 2007)

Subspace based feature selection for pattern recognition. - Serkan Günal; Rifat Edizkan (Inf. Sci., 2008)

The search for optimal feature set in power quality event classification. - Serkan Günal; Ömer Nezih Gerek; Dogan Gökhan Ece; Rifat Edizkan (Expert Syst. Appl., 2009)

Detection of SMS spam messages on mobile phones. - Alper Kursat Uysal; Serkan Günal; Semih Ergin; Efnan Sora Gunal (SIU, 2012)

A novel probabilistic feature selection method for text classification. - Alper Kursat Uysal; Serkan Günal (Knowl. Based Syst., 2012)

Circular traffic sign recognition empowered by circle detection algorithm. - Hüseyin Gündüz; Selcan Kaplan; Serkan Günal; Cüneyt Akinlar (SIU, 2013)

Text classification using genetic algorithm oriented latent semantic features. - Alper Kursat Uysal; Serkan Günal (Expert Syst. Appl., 2014)

The impact of preprocessing on text classification. - Alper Kursat Uysal; Serkan Günal (Inf. Process. Manag., 2014)

A Low-Computational Approach on Gaze Estimation With Eye Touch System. - Cihan Topal; Serkan Günal; Onur Kocdeviren; Atakan Dogan; Ömer Nezih Gerek (IEEE Trans. Cybern., 2014)

A comparative study on machine learning algorithms for indoor positioning. - Sinem Bozkurt; Gulin Elibol; Serkan Günal; Ugur Yayan (INISTA, 2015)

A novel multi-sensor and multi-topological database for indoor positioning on fingerprint techniques. - Sinem Bozkurt; Ahmet Yazici; Serkan Günal; Ugur Yayan; Fatih Inan (INISTA, 2015)

Classifier selection for RF based indoor positioning. - Sinem Bozkurt; Serkan Günal; Ugur Yayan; Veli Bayar (SIU, 2015)

A survey on RF mapping for indoor positioning. - Sinem Bozkurt; Ahmet Yazici; Serkan Günal; Ugur Yayan (SIU, 2015)

On circular traffic sign detection and recognition. - Selcan Kaplan Berkaya; Hüseyin Gündüz; Özgür Özsen; Cuneyt Akinlar; Serkan Günal (Expert Syst. Appl., 2016)

A hybrid fingerprint based indoor positioning with extreme learning machine. - Sinem Bozkurt Keser; Ahmet Yazici; Serkan Günal (SIU, 2017)

A survey on ECG analysis. - Selcan Kaplan Berkaya; Alper Kursat Uysal; Efnan Sora Gunal; Semih Ergin; Serkan Günal; Mehmet Bilginer Gülmezoglu (Biomed. Signal Process. Control., 2018)

A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System. - Ahmet Yazici; Sinem Bozkurt Keser; Serkan Günal; Ugur Yayan (Int. J. Artif. Intell. Tools, 2018)

On constituent chunking for Turkish. - Özkan Aslan; Serkan Günal; Bekir Taner Dinçer (Inf. Process. Manag., 2018)

SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos. - Sahin Isik; Kemal Özkan; Serkan Günal; Ömer Nezih Gerek (J. Electronic Imaging, 2018)

An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints. - Sinem Bozkurt Keser; Ahmet Yazici; Serkan Günal (Mob. Inf. Syst., 2018)

EDTriangles: a high-speed triangle detection algorithm with a false detection control. - Selcan Kaplan Berkaya; Serkan Günal; Cuneyt Akinlar (Pattern Anal. Appl., 2018)

Classification models for SPECT myocardial perfusion imaging. - Selcan Kaplan Berkaya; Ilknur Ak Sivrikoz; Serkan Günal (Comput. Biol. Medicine, 2020)

Deep learning-based classification models for beehive monitoring. - Selcan Kaplan Berkaya; Efnan Sora Gunal; Serkan Günal (Ecol. Informatics, 2021)

A Model for Cross-Domain Opinion Target Extraction in Sentiment Analysis. - Muhammet Yasin Pak; Serkan Günal (Comput. Syst. Sci. Eng., 2022)

Segmentation of diatoms using edge detection and deep learning. - Hüseyin Gündüz; Cüneyd Nadir Solak; Serkan Günal (Turkish J. Electr. Eng. Comput. Sci., 2022)

A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet. - Hüseyin Gündüz; Serkan Günal (PeerJ Comput. Sci., 2024)