Academic Staff - Personal Page

Assistant Professor YUNUS DOĞAN FACULTY OF ENGINEERING DEPARTMENT OF COMPUTER ENGINEERING COMPUTER SOFTWARES

 y.dogan@deu.edu.tr
 +90 232 - 3017419 - 17419

Education/Academic Info
Undergraduate Degree	Dokuz Eylül University Mühendislik Fakültesi Bilgisayar Mühendisliği Bölümü	2007
Master's Degree	Dokuz Eylül University Fen Bilimleri Enstitüsü Bilgisayar Mühendisliği Anabilim Dalı	2009
PhD (Doctorate)	Dokuz Eylül University Fen Bilimleri Enstitüsü Bilgisayar Mühendisliği Anabilim Dalı	2015
Assistant Professor	Dokuz Eylül University Mühendislik Fakültesi	2021

NO	NAME	YEAR
1	An Iot Based Application On The Detection Of Car Parking Area By An Artificial Intelligence Approach...	2023
2	Computer-Based Intelligent Solutions for the Diagnosis of Gastroesophageal Reflux Disease Phenotypes...	2023
3	A Novel Stream Mining Approach as Stream-Cluster Feature Tree Algorithm: A Case Study in Turkish Job...	2022
4	Football Match Result Prediction Decision Support System...	2021
5	A Novel Approach for Knowledge Discovery from AIS Data: An Application for Transit Marine Traffic in...	2021
6	Knowledge Discovery Using Clustering Methods in Medical Database: A Case Study for Reflux Disease...	2021
7	Yapay Sinir Ağları ile Piyasa Takas Fiyatı Tahminlemesi...	2021
8	Kendini tekrarlayan derin sinir ağlarının öznitelik seçim yöntemleri ile iyileştirilmesi ve z...	2020
9	A Novel Agriculture Tracking System Using Data Mining Approaches...	2020
10	Discovering the same job ads expressed with the different sentences by using hybrid clustering algor...	2020
11	Improved Presentation and Facade Layer Operations for Software Engineering Projects...	2019
12	Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms...	2018
13	Mediterranean Diet Optimization by Improved Hybrid Quantum Genetic Algorithm...	2018
14	Discovering Similar Cities Using Text Mining: A Recommendation Application for Turkey...	2017
15	A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey...	2017
16	Summarizing Data Sets for Data Mining by Using Statistical Methods in Coastal Engineering...	2017

NO	NAME	DATE
1	Feature Extraction from Turkish Resumes and Job Postings and Efficient Job-Resume Matching...	18/12/2021 - 19/12/2021
2	Improved Genetic Algorithm and Mobile Application for an Up-to-date Traveling Salesman Problem...	22/10/2020 - 24/10/2020
3	A Decision Support System Application for All Areas...	14/10/2019 - 16/10/2019
4	Fraud Detection Approaches At Banking Transactions...	14/10/2019 - 16/10/2019
5	Souvenir Storage with the ANEW Lexicon on Social Network...	05/10/2017 - 08/10/2017
6	Intensive Care Unit Clinical Decision Support System...	09/10/2016 - 13/10/2016
7	Designing of reflux and motility database in ege university faculty of medicine, department of gastr...	05/11/2015 - 06/11/2015
8	İnşaat Mühendisliğinde Bilişim Kavramı ve Veri Madenciliği Algoritmaları ile Bir Uzman Siste...	04/02/2015 - 06/02/2015
9	Hastane Bilgi Yönetim Sistemi Verilerinde Akademik Çalışmalar için Açık Kaynak Önerileri ve ...	04/02/2015 - 06/02/2015
10	Yoğun Bakım Otomasyonu ve Karar Destek Sistemi...	04/02/2015 - 06/02/2015
11	İzmir Mobil Seyahat Planlama Sistemi...	27/11/2014 - 29/11/2014
12	SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms...	19/07/2013 - 25/07/2013
13	Optimizing the Equation for a Dataset with Corresponding Attributes by Hybrid Genetic Algorithm...	24/06/2011 - 27/06/2011
14	A New Approach for Weighted Clustering Using Decision Tree...	15/06/2011 - 18/06/2011
15	PSOMDM: Faster Parallel Self Organizing Map by Using Division Method...	01/06/2011 - 04/06/2011
16	Outlier Detection with Double-sided Control Mechanism and Different Priority Weight Values for Netwo...	19/12/2010 - 20/12/2010
17	An Expert System for Summer Tourism in Turkey by Using Text Mining and K-Means++ Clustering...	12/09/2010 - 14/09/2010
18	Determining the Best Pattern for KNN Clustering with Balanced Equation...	21/06/2010 - 24/06/2010
19	Minimum Değişim Uzaklığı Ve Kök Kombinasyonu Teknikleri Kullanımı İle Cümlelerdeki Deyimse...	21/06/2010 - 24/06/2010

NO	CHAPTER TITLE	YEAR
1	Implementing a Social Media Platform: A Case Study about Medical SharingMultidisciplinary Approaches Based on Architecture and Communication Technology...	2021
2	IMPLEMENTING BALANCED ITERATIVE REDUCING AND CLUSTERING USING HIERARCHIES (BIRCH) ALGORITHM STEP BY STEP AND APPLYING TO THE DATASETS CONTAINING JOB-ADSResearch & Reviews in Engineering - I...	2021
3	Detection and Classification Natural Disasters Using Twitter Data With Deep Learning ApproachEngineering Sciences New Trends, Concepts and Research...	2021
4	A NOVEL NAGINI ROBOT DESIGNINGCURRENT STUDIES AT POSITIVE SCIENCES...	2020
5	DESIGNING A GENERIC DECISION SUPPORT SYSTEM TOOLCurrent Science and Engineering Research...	2020

NO	NAME	DATE
1	İzmir İçin Deprem Erken Uyarı Sistemi (DEUSİS) Geliştirilmesi: Sensör, Yöntem ve Önkestirim Çalışmaları...	12/2020 - /
2	Ege Üniversitesi Tıp Fakültesi Gastroenteroloji Bilim Dalı'nda Reflü ve Motilite Veri Tabanının Oluşturulması ve Veri Madenciliğine Dayalı Analizlerin Yapılması...	10/2015 - 4/2018
3	Yoğun Bakım Otomasyonu ve Karar Destek Sistemi...	9/2014 - 5/2017
4	Veri madenciliği destekli yazılım ile programlama derslerindeki başarıyı arttırma...	6/2011 - 6/2012
5	Akıllı Seyahat Planlama Sistemi (ASPS)...	8/2011 - 7/2013
6	En Yakın K Komşu Kümelemesiyle Aykırı Durumların Tespiti...	5/2008 - 11/2010

NO	NAME	DATE
1	12. GBYF - Endüstri ve Otomotiv/1.lik...	2023
2	9.GBYF - Akademik Bilişim Uygulamaları/2.lik...	2020
3	9.GBYF - Akademik Bilişim Uygulamaları/3.lük...	2020
4	9.GBYF - Sanayi ve Diğer Bilişim Projeleri Kategorisi/3.lük...	2020

NO NAME YEAR

1 Turkcell 2007
NO Responsibility

1 Faculty of Engineering Department of Computer Engineering , Vice Director of Department, August 2023-Continues

NO	Responsibility
1	Faculty of Engineering Department of Computer Engineering , Vice Director of Department, August 2023-Continues