Serkan Günal

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Indoor Positioning

Top Venues

Inf. Process. Manag.

Expert Syst. Appl.

Publications

Hüseyin Gündüz, Serkan Günal
A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet. PeerJ Comput. Sci. 10 (2024)
Hüseyin Gündüz, Cüneyd Nadir Solak, Serkan Günal
Segmentation of diatoms using edge detection and deep learning. Turkish J. Electr. Eng. Comput. Sci. 30 (6) (2022)
Muhammet Yasin Pak, Serkan Günal
A Model for Cross-Domain Opinion Target Extraction in Sentiment Analysis. Comput. Syst. Sci. Eng. 42 (3) (2022)
Selcan Kaplan Berkaya, Efnan Sora Gunal, Serkan Günal
Deep learning-based classification models for beehive monitoring. Ecol. Informatics 64 (2021)
Selcan Kaplan Berkaya, Ilknur Ak Sivrikoz, Serkan Günal
Classification models for SPECT myocardial perfusion imaging. Comput. Biol. Medicine 123 (2020)
Sahin Isik, Kemal Özkan, Serkan Günal, Ömer Nezih Gerek
SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos. J. Electronic Imaging 27 (2) (2018)
Selcan Kaplan Berkaya, Serkan Günal, Cuneyt Akinlar
EDTriangles: a high-speed triangle detection algorithm with a false detection control. Pattern Anal. Appl. 21 (1) (2018)
Selcan Kaplan Berkaya, Alper Kursat Uysal, Efnan Sora Gunal, Semih Ergin, Serkan Günal, Mehmet Bilginer Gülmezoglu
A survey on ECG analysis. Biomed. Signal Process. Control. 43 (2018)
Ahmet Yazici, Sinem Bozkurt Keser, Serkan Günal, Ugur Yayan
A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System. Int. J. Artif. Intell. Tools 27 (5) (2018)
Ozkan Aslan, Serkan Günal, Bekir Taner Dinçer
On constituent chunking for Turkish. Inf. Process. Manag. 54 (6) (2018)
Sinem Bozkurt Keser, Ahmet Yazici, Serkan Günal
An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints. Mob. Inf. Syst. 2018 (2018)
Sinem Bozkurt Keser, Ahmet Yazici, Serkan Günal
A hybrid fingerprint based indoor positioning with extreme learning machine. SIU (2017)
Selcan Kaplan Berkaya, Huseyin Gunduz, Özgür Özsen, Cuneyt Akinlar, Serkan Günal
On circular traffic sign detection and recognition. Expert Syst. Appl. 48 (2016)
Sinem Bozkurt, Ahmet Yazici, Serkan Günal, Ugur Yayan, Fatih Inan
A novel multi-sensor and multi-topological database for indoor positioning on fingerprint techniques. INISTA (2015)
Sinem Bozkurt, Serkan Günal, Ugur Yayan, Veli Bayar
Classifier selection for RF based indoor positioning. SIU (2015)
Sinem Bozkurt, Ahmet Yazici, Serkan Günal, Ugur Yayan
A survey on RF mapping for indoor positioning. SIU (2015)
Sinem Bozkurt, Gulin Elibol, Serkan Günal, Ugur Yayan
A comparative study on machine learning algorithms for indoor positioning. INISTA (2015)
Cihan Topal, Serkan Günal, Onur Kocdeviren, Atakan Dogan, Ömer Nezih Gerek
A Low-Computational Approach on Gaze Estimation With Eye Touch System. IEEE Trans. Cybern. 44 (2) (2014)
Alper Kursat Uysal, Serkan Günal
The impact of preprocessing on text classification. Inf. Process. Manag. 50 (1) (2014)
Alper Kursat Uysal, Serkan Günal
Text classification using genetic algorithm oriented latent semantic features. Expert Syst. Appl. 41 (13) (2014)
Huseyin Gunduz, Selcan Kaplan, Serkan Günal, Cüneyt Akinlar
Circular traffic sign recognition empowered by circle detection algorithm. SIU (2013)
Alper Kursat Uysal, Serkan Günal, Semih Ergin, Efnan Sora Gunal
Detection of SMS spam messages on mobile phones. SIU (2012)
Alper Kursat Uysal, Serkan Günal
A novel probabilistic feature selection method for text classification. Knowl. Based Syst. 36 (2012)
Serkan Günal, Ömer Nezih Gerek, Dogan Gökhan Ece, Rifat Edizkan
The search for optimal feature set in power quality event classification. Expert Syst. Appl. 36 (7) (2009)
Serkan Günal, Rifat Edizkan
Subspace based feature selection for pattern recognition. Inf. Sci. 178 (19) (2008)
Serkan Günal, Rifat Edizkan
Use of Novel Feature Extraction Technique with Subspace Classifiers for Speech Recognition. ICPS (2007)
Serkan Günal, Semih Ergin, Mehmet Bilginer Gülmezoglu, Ömer Nezih Gerek
On Feature Extraction for Spam E-Mail Detection. MRCS (2006)