Serkan Günal

Orcid: 0000-0002-9691-1575

According to our database1, Serkan Günal authored at least 27 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet.
PeerJ Comput. Sci., 2024

2022
Segmentation of diatoms using edge detection and deep learning.
Turkish J. Electr. Eng. Comput. Sci., 2022

A Model for Cross-Domain Opinion Target Extraction in Sentiment Analysis.
Comput. Syst. Sci. Eng., 2022

2021
Deep learning-based classification models for beehive monitoring.
Ecol. Informatics, 2021

2020
Classification models for SPECT myocardial perfusion imaging.
Comput. Biol. Medicine, 2020

2018
EDTriangles: a high-speed triangle detection algorithm with a false detection control.
Pattern Anal. Appl., 2018

An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints.
Mob. Inf. Syst., 2018

SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos.
J. Electronic Imaging, 2018

On constituent chunking for Turkish.
Inf. Process. Manag., 2018

A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System.
Int. J. Artif. Intell. Tools, 2018

A survey on ECG analysis.
Biomed. Signal Process. Control., 2018

2017
A hybrid fingerprint based indoor positioning with extreme learning machine.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
On circular traffic sign detection and recognition.
Expert Syst. Appl., 2016

2015
A survey on RF mapping for indoor positioning.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Classifier selection for RF based indoor positioning.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

A novel multi-sensor and multi-topological database for indoor positioning on fingerprint techniques.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

A comparative study on machine learning algorithms for indoor positioning.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

2014
A Low-Computational Approach on Gaze Estimation With Eye Touch System.
IEEE Trans. Cybern., 2014

The impact of preprocessing on text classification.
Inf. Process. Manag., 2014

Text classification using genetic algorithm oriented latent semantic features.
Expert Syst. Appl., 2014

2013
Circular traffic sign recognition empowered by circle detection algorithm.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012
A novel probabilistic feature selection method for text classification.
Knowl. Based Syst., 2012

Detection of SMS spam messages on mobile phones.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2009
The search for optimal feature set in power quality event classification.
Expert Syst. Appl., 2009

2008
Subspace based feature selection for pattern recognition.
Inf. Sci., 2008

2007
Use of Novel Feature Extraction Technique with Subspace Classifiers for Speech Recognition.
Proceedings of the IEEE International Conference on Pervasive Services, 2007

2006
On Feature Extraction for Spam E-Mail Detection.
Proceedings of the Multimedia Content Representation, 2006


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