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Serkan Günal

Observed names: Gunal, Serkan, S. Gunal, SERKAN GÜNAL, Serkan GUNAL, Serkan Gunal
ORCID: 0000-0002-9691-1575
Observed ORCID: 0000-0002-9691-1575
OpenAlex ID: A5003391938
The impact of preprocessing on text classification
2013 · Alper Kursat Uysal, Serkan Gunal · Information Processing & Management · 719
A survey on ECG analysis
2018 · Selcan Kaplan Berkaya, Alper Kursat Uysal, et al. · Biomedical Signal Processing and Control · 652
A novel probabilistic feature selection method for text classification
2012 · Alper Kursat Uysal, Serkan Gunal · Knowledge-Based Systems · 313
On circular traffic sign detection and recognition
2015 · Selcan Kaplan Berkaya, Huseyin Gunduz, et al. · Expert Systems with Applications · 160
A comparative study on machine learning algorithms for indoor positioning
2015 · Sinem Bozkurt, Gulin Elibol, et al. · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 145
Subspace based feature selection for pattern recognition
2008 · Serkan Gunal, Rifat Edizkan · Information Sciences · 107
Text classification using genetic algorithm oriented latent semantic features
2014 · Alper Kursat Uysal, Serkan Gunal · Expert Systems with Applications · 91
The search for optimal feature set in power quality event classification
2009 · Serkan Gunal, Omer Nezih Gerek, et al. · Expert Systems with Applications · 90
Hybrid feature selection for text classification
2012 · SERKAN GÜNAL · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 86
SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos
2018 · Sahin Isik, Kemal Özkan, et al. · Journal of Electronic Imaging · 72
The Impact of Feature Extraction and Selection on SMS Spam Filtering
2013 · A. K. Uysal, S. Gunal, et al. · Elektronika ir Elektrotechnika · 67
Classification models for SPECT myocardial perfusion imaging
2020 · Selcan Kaplan Berkaya, Ilknur Ak Sivrikoz, et al. · Computers in Biology and Medicine · 52
A novel framework for SMS spam filtering
2012 · Alper Kursat Uysal, Serkan Gunal, et al. · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 51
On Feature Extraction for Spam E-Mail Detection
2006 · Serkan Günal, Semih Ergin, et al. · Lecture notes in computer science · 46
Deep learning-based classification models for beehive monitoring
2021 · Selcan Kaplan Berkaya, Efnan Sora Gunal, et al. · Ecological Informatics · 40
ECG based biometric authentication using ensemble of features
2014 · Semih Ergin, Alper Kursat Uysal, et al. · Iberian Conference on Information Systems and Technologies (CISTI) · 36
Integration of classification algorithms for indoor positioning system
2017 · Ahmet Yazici, Sinem Bozkurt Keser, et al. · International Conference on Computer Science and Engineering (UBMK) · 32
A Low-Computational Approach on Gaze Estimation With Eye Touch System
2013 · Cihan Topal, Serkan Gunal, et al. · IEEE Transactions on Cybernetics · 30
Induction machine condition monitoring using notch-filtered motor current
2009 · Serkan Günal, Dog˜an Gökhan Ece, et al. · Mechanical Systems and Signal Processing · 29
A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet
2024 · Huseyin Gunduz, Serkan Gunal · PeerJ Computer Science · 26
Short-term electricity consumption forecasting with deep learning
2025 · Emrah Demir, Serkan Gunal · The Journal of Supercomputing · 22
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Segmentation of diatoms using edge detection and deep learning
2022 · HÜSEYİN GÜNDÜZ, CÜNEYD NADİR SOLAK, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 17
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An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints
2018 · Sinem Bozkurt Keser, Ahmet Yazici, et al. · Mobile Information Systems · 14
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Circular traffic sign recognition empowered by circle detection algorithm
2013 · H. Gunduz, S. Kaplan, et al. · Signal Processing and Communications Applications Conference (SIU) · 14
Use of Novel Feature Extraction Technique with Subspace Classifiers for Speech Recognition
2007 · Serkan Gunal, Rifat Edizkan · International Conference on Pervasive Services · 14
Works count: 51
Citation count: 3,041
H-index: 21
I10-index: 28
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