Serkan Günal

29 papers C 2Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Integrated Framework for Automated Measurement and Prediction of Program Outcome Attainment in Engineering Education.
Comput. Appl. Eng. Educ.
Selcan Kaplan Berkaya, Zeynep Batmaz, Mehmet Kilicarslan, Serkan Günal
2025 J jnl
Short-term electricity consumption forecasting with deep learning.
J. Supercomput.
Emrah Demir, Serkan Günal
2024 J jnl
A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet.
PeerJ Comput. Sci.
Hüseyin Gündüz, Serkan Günal
2022 J jnl
A Model for Cross-Domain Opinion Target Extraction in Sentiment Analysis.
Comput. Syst. Sci. Eng.
Muhammet Yasin Pak, Serkan Günal
2022 J jnl
Segmentation of diatoms using edge detection and deep learning.
Turkish J. Electr. Eng. Comput. Sci.
Hüseyin Gündüz, Cüneyd Nadir Solak, Serkan Günal
2021 J jnl
Deep learning-based classification models for beehive monitoring.
Ecol. Informatics
Selcan Kaplan Berkaya, Efnan Sora Gunal, Serkan Günal
2020 J jnl
Classification models for SPECT myocardial perfusion imaging.
Comput. Biol. Medicine
Selcan Kaplan Berkaya, Ilknur Ak Sivrikoz, Serkan Günal
2018 J jnl
A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System.
Int. J. Artif. Intell. Tools
Ahmet Yazici, Sinem Bozkurt Keser, Serkan Günal, Ugur Yayan
2018 J jnl
A survey on ECG analysis.
Biomed. Signal Process. Control.
Selcan Kaplan Berkaya, Alper Kursat Uysal, Efnan Sora Gunal, Semih Ergin, Serkan Günal, Mehmet Bilginer Gülmezoglu
2018 J jnl
An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints.
Mob. Inf. Syst.
Sinem Bozkurt Keser, Ahmet Yazici, Serkan Günal
2018 J jnl
EDTriangles: a high-speed triangle detection algorithm with a false detection control.
Pattern Anal. Appl.
Selcan Kaplan Berkaya, Serkan Günal, Cuneyt Akinlar
2018 J jnl
On constituent chunking for Turkish.
Inf. Process. Manag.
Özkan Aslan, Serkan Günal, Bekir Taner Dinçer
2018 J jnl
SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos.
J. Electronic Imaging
Sahin Isik, Kemal Özkan, Serkan Günal, Ömer Nezih Gerek
2017 — conf
A hybrid fingerprint based indoor positioning with extreme learning machine.
SIU
Sinem Bozkurt Keser, Ahmet Yazici, Serkan Günal
2016 J jnl
On circular traffic sign detection and recognition.
Expert Syst. Appl.
Selcan Kaplan Berkaya, Hüseyin Gündüz, Özgür Özsen, Cuneyt Akinlar, Serkan Günal
2015 C conf
A comparative study on machine learning algorithms for indoor positioning.
INISTA
Sinem Bozkurt, Gulin Elibol, Serkan Günal, Ugur Yayan
2015 C conf
A novel multi-sensor and multi-topological database for indoor positioning on fingerprint techniques.
INISTA
Sinem Bozkurt, Ahmet Yazici, Serkan Günal, Ugur Yayan, Fatih Inan
2015 — conf
A survey on RF mapping for indoor positioning.
SIU
Sinem Bozkurt, Ahmet Yazici, Serkan Günal, Ugur Yayan
2015 — conf
Classifier selection for RF based indoor positioning.
SIU
Sinem Bozkurt, Serkan Günal, Ugur Yayan, Veli Bayar
2014 J jnl
A Low-Computational Approach on Gaze Estimation With Eye Touch System.
IEEE Trans. Cybern.
Cihan Topal, Serkan Günal, Onur Kocdeviren, Atakan Dogan, Ömer Nezih Gerek
2014 J jnl
Text classification using genetic algorithm oriented latent semantic features.
Expert Syst. Appl.
Alper Kursat Uysal, Serkan Günal
2014 J jnl
The impact of preprocessing on text classification.
Inf. Process. Manag.
Alper Kursat Uysal, Serkan Günal
2013 — conf
Circular traffic sign recognition empowered by circle detection algorithm.
SIU
Hüseyin Gündüz, Selcan Kaplan, Serkan Günal, Cüneyt Akinlar
2012 J jnl
A novel probabilistic feature selection method for text classification.
Knowl. Based Syst.
Alper Kursat Uysal, Serkan Günal
2012 — conf
Detection of SMS spam messages on mobile phones.
SIU
Alper Kursat Uysal, Serkan Günal, Semih Ergin, Efnan Sora Gunal
2009 J jnl
The search for optimal feature set in power quality event classification.
Expert Syst. Appl.
Serkan Günal, Ömer Nezih Gerek, Dogan Gökhan Ece, Rifat Edizkan
2008 J jnl
Subspace based feature selection for pattern recognition.
Inf. Sci.
Serkan Günal, Rifat Edizkan
2007 — conf
Use of Novel Feature Extraction Technique with Subspace Classifiers for Speech Recognition.
ICPS
Serkan Günal, Rifat Edizkan
2006 — conf
On Feature Extraction for Spam E-Mail Detection.
MRCS
Serkan Günal, Semih Ergin, Mehmet Bilginer Gülmezoglu, Ömer Nezih Gerek