Metrics
Publication
36
Open Access
10
UN Sustainable Development Goals
Announcements & Documents
Thesis Documents
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Education
2008 - 2011
2008 - 2011Doctorate
Trakya University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Dr), Turkey
1996 - 1999
1996 - 1999Postgraduate
Izmir Institute Of Technology, Instıtute Of Engıneerıng And Natural Scıences, Bilgisayar Yazılımı (Yl) (Tezli) (İngilizce), Turkey
1990 - 1996
1990 - 1996Undergraduate
Ege University, Faculty Of Engineering, Bilgisayar Mühendisliği Bölümü, Turkey
Dissertations
2011
2011Doctorate
Özdevimli öğrenme yaklaşımı ile bilgi güvenliği risklerinin nitel değerlendirilmesine yönelik bir model
Trakya University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Dr)
1999
1999Postgraduate
A Genetic algorithmic approach to the differential and linear cryptanalysis
Izmir Institute Of Technology, Mühendislik Ve Fen Bilimleri Enstitüsü, Bilgisayar Yazılımı (Yl) (Tezli) (İngilizce)
Foreign Languages
C2 Mastery
C2 MasteryEnglish
Certificates, Courses and Trainings
2006
2006ISO 27001:2005 Lead Auditor
Cyber Security
BSI-Global (http://www.bsi-global.com)
2005
2005CISA (Certified Information Systems Auditor)
IT
Information Systems Audit and Control Association (http://www.isaca.org)
2004
2004CISSP (Certified Information Systems Security Professional)
Cyber Security
International Information Systems Security Certification Consortium (http://www.isc2.org)
Research Areas
Information Security and Reliability
Computer Learning
Natural Language Processing
Text/Document Processing
Pattern Recognition and Image Processing
Neural Networks
Academic Positions
2022 - Present
2022 - PresentAssociate Professor
Dokuz Eylul University, Fen Fakültesi, Bilgisayar Bilimleri Bölümü
2016 - 2022
2016 - 2022Assistant Professor
Dokuz Eylul University, Fen Fakültesi, Bilgisayar Bilimleri Bölümü
2012 - 2016
2012 - 2016Assistant Professor
Yasar University, Faculty Of Engıneerıng, Department Of Software Engıneerıng
2009 - 2012
2009 - 2012Lecturer
Yasar University, Vocatıonal School, Department Of Computer Technologıes
2006 - 2009
2006 - 2009Visiting Lecturer
Izmir University Of Economics, Vocatıonal School, Department Of Computer Technologıes
1996 - 1999
1996 - 1999Research Assistant
Izmir Institute Of Technology, Faculty Of Engıneerıng, Department Of Computer Engıneerıng
Managerial Experience
2017 - Present
2017 - PresentInternship Committee Member
Dokuz Eylul University, Fen Fakültesi, Bilgisayar Bilimleri Bölümü
2018 - 2021
2018 - 2021Erasmus Program Department Coordinator
Dokuz Eylul University, Fen Fakültesi, Bilgisayar Bilimleri Bölümü
Non Academic Experience
2007 - 2009
2007 - 2009Assistant General Manager
Company, NAVIGATOR BUSINESS & KNOWLEDGE MANAGEMENT SERVICES, Information Security, Assistant General Manager
2002 - 2007
2002 - 2007Information Systems Security Manager
Company, ARKAS HOLDING, Information Systems Security Department, Information Systems Security Manager
2001 - 2002
2001 - 2002IT Security Expert
Company, DIGITURK, IT Department, IT Security Expert
1999 - 2000
1999 - 2000Network Security and IT Support Manager
Other Public Institution, Network Security and IT Support Manager
1996 - 1996
1996 - 1996Software Engineer
Company, CHRONICLE Ltd., Dept. of Software R & D, Software Engineer
1995 - 1995
1995 - 1995Computer Engineer
Company, New Holland Trakmak, IT Department, Computer Engineer
Courses
Doctorate
Doctorate
SPECIAL TOPICS IN COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING
MACHINE LEARNING
SEMINAR
Postgraduate
Postgraduate
DEEP LEARNING AND CONVOLUTIONAL NEURAL NETWORKS
SECURE SOFTWARE DESIGN AND PROGRAMMING
INFORMATION SECURITY MANAGEMENT
DATA MINING
YÖNETİM BİLİŞİM SİSTEMLERİ
Undergraduate
Undergraduate
YAZILIM MÜHENDİSLİĞİ İLKELERİ
MAKİNE ÖĞRENİMİ
METİN VE WEB MADENCİLİĞİNE GİRİŞ
VERİ MADENCİLİĞİNE GİRİŞ
YAPAY ZEKA
YAZILIM PROJESİ YÖNETİMİ
BİTİRME PROJESİ
NESNEYE YÖNELİK ANALİZ VE TASARIM
YAZILIM TASARIMI
NESNEYE YÖNELİK PROGRAMLAMA
SİSTEM GÜVENLİĞİ
VERİ GÜVENLİĞİ
YAZILIM SINAMA VE DOĞRULAMA
ESNEK HESAPLAMA TEKNİKLERİ
YAZILIM PROJE YÖNETİMİ
SOFT COMPUTING
BİLGİSAYAR AĞLARI
INTRODUCTION TO SOFTWARE ENGINEERING
SENIOR PROJECT II
INFORMATION SECURITY RISK MANAGEMENT
STATISTICAL METHODS IN DATA MINING
SENIOR PROJECT I
SOFTWARE DESIGN AND ARCHITECTURE
PROGRAMMING AND PROBLEM SOLVING I
COMPUTER SECURITY
PROGRAMMING AND PROBLEM SOLVING II
SOFTWARE SYSTEMS ANALYSIS
SECURE SOFTWARE DESIGN AND PROGRAMMING
COMPUTATIONAL MATHEMATICS I
COMPUTATIONAL MATHEMATICS II
AUDIT OF INFORMATION SYSTEMS
INFORMATION SECURITY MANAGEMENT FOR STATISTICS
GRADUATION PROJECT
INFORMATION SECURITY MANAGEMENT
OPERATING SYSTEMS SECURITY
Associate Degree
Associate Degree
COMPUTER SECURITY
BASIC PROGRAMMING
TESTING AND QUALITY ASSURANCE IN SOFTWARE DEVELOPMENT
PROGRAMMING AND PROBLEM SOLVING
INFORMATION TECHNOLOGIES
VOCATIONAL DEVELOPMENT ACTIVITIES III
VOCATIONAL DEVELOPMENT ACTIVITIES IV
VOCATIONAL DEVELOPMENT ACTIVITIES II
VOCATIONAL DEVELOPMENT ACTIVITIES I
Supervised Theses
2023
2023Postgraduate
Bilgisayar oyunlarında yol bulmada derin pekiştirmeli öğrenme yaklaşımı
Eminağaoğlu M. (Advisor)
D.Ekici(Student)
2023
2023Postgraduate
A deep reinforcement learning approach for pathfinding in computer games
EMİNAĞAOĞLU M. (Advisor)
D.EKİCİ(Student)
2021
2021Postgraduate
Mermer kalitesi sınıflandırması için derin öğrenme destekli bir model
EMİNAĞAOĞLU M. (Advisor)
İ.KARAALİ(Student)
2019
2019Postgraduate
Bayes ağları ve bulanık çıkarım sistemi tabanlı bir bilgi güvenliği risk değerlendirme modeli
EMİNAĞAOĞLU M. (Advisor)
S.BEKEN(Student)
2018
2018Doctorate
Malware detection for the android platform using machine learning techniques
EMİNAĞAOĞLU M. (Advisor)
G.PEYNİRCİ(Student)
Articles
All (14)
SCI-E, SSCI, AHCI (5)
SCI-E, SSCI, AHCI, ESCI (5)
Scopus (8)
TRDizin (7)
Other Publications (2)
2022
20221. A new similarity measure for vector space models in text classification and information retrieval
EMİNAĞAOĞLU M.
JOURNAL OF INFORMATION SCIENCE
, vol.48, no.4, pp.463-476, 2022 (SCI-Expanded, SSCI, Scopus)
2022
20222. Evaluation of elemental affinities in coal using agglomerative hierarchical clustering algorithm: A case study in a thick and mineable coal seam (kM2) from Soma Basin (W. Turkey)
Eminağaoğlu M., Oskay R. G., Karayiğit A. İ.
INTERNATIONAL JOURNAL OF COAL GEOLOGY
, vol.259, pp.1-13, 2022 (SCI-Expanded, Scopus)
2022
20223. Pronoun Resolution for Tweets in Turkish
Abacı H., Eminağaoğlu M., Gör İ., Kılıçaslan Y.
International Journal of Intelligent Systems and Applications in Engineering
, vol.10, no.2, pp.207-215, 2022 (Scopus, TRDizin)
2021
20214. A convolutional neural network model for marble quality classification
Karaali I., Eminağaoğlu M.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
, vol.36, no.1, pp.347-357, 2021 (SCI-Expanded, Scopus, TRDizin)
2020
20205. Teknoparklar Odağında Açık İnovasyon Etkisi: Dokuz Eylül Teknoloji Geliştirme Bölgesi İncelemesi
Karagöz M., Gökşen Y., Eminağaoğlu M.
İZMIR JOURNAL OF ECONOMICS , vol.35, no.4, pp.677-695, 2020 (TRDizin)
2020
20206. Feature Selection for Malware Detection on the Android Platform Based on Differences of IDF Values
Peynirci G., Eminağaoğlu M., Karabulut K.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
, vol.35, no.4, pp.946-962, 2020 (SCI-Expanded, Scopus)
2020
20207. Android Platformunda Kötücül Yazılım Tespiti: Literatür İncelemesi
Peynirci G., Eminağaoğlu M.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES
, vol.13, no.1, pp.65-76, 2020 (TRDizin)
2019
20198. An Information Security Risk Assessment Model Based on Bayesian Network and Fuzzy Inference System
Beken S., Eminağaoğlu M.
EGE STRATEJİK ARAŞTIRMALAR DERGİSİ , vol.10, no.1, pp.13-33, 2019 (Peer-Reviewed Journal)
2018
20189. Turnaround Time Prediction for a Medical Laboratory Using Artificial Neural Networks
Eminağaoğlu M., Vahaplar A.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES
, vol.11, no.4, pp.357-368, 2018 (TRDizin)
2012
201210. A proposed model for candidate selection process in political parties based on fuzzy logic methodology
GÖKŞEN Y., DOĞAN O., Eminaǧaoǧlu M.
Mathematical and Computational Applications
, vol.17, no.2, pp.152-163, 2012 (SCI-Expanded, Scopus, TRDizin)
2011
201111. Implementation and Comparison of Machine Learning Classifiers for Information Security Risk Analysis of a Human Resources Department
Eminağaoğlu M., Eren Ş.
International Journal of Computer Information Systems and Industrial Management Applications , vol.3, pp.391-398, 2011 (Scopus)
2011
201112. Data Mining in Medical Records for The Enhancement of Strategic Decisions A Case Study
Gökşen Y., Eminağaoğlu M., Doğan O.
Scientific Bulletin Economic Sciences , vol.10, no.1, pp.136-145, 2011 (Peer-Reviewed Journal)
2009
200913. Bilgi Güvenliği Nedir Ne Değildir Türkiye de Bilgi Güvenliği Sorunları ve Çözüm Önerileri
Eminağaoğlu M., Gökşen Y.
Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi , vol.11, no.4, pp.1-15, 2009 (TRDizin)
2009
200914. The Positive Outcomes of Information Security Awareness Training in Companies A Case Study
Eminağaoğlu M., Uçar E., Eren Ş.
INFORMATION SECURITY TECHNICAL REPORT
, vol.14, no.4, pp.223-229, 2009 (Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2022
20221. A Deep Reinforcement Learning Approach for Pathfinding in Computer Games
Ekici D., Eminağaoğlu M.
First International Symposium in Graduate Researches on Data Science, 02 December 2022, pp.34, (Summary Text)
2022
20222. CLASSIFICATION OF DEMENTIA STATUS WITH MACHINE LEARNING METHODS
Ünal C., Eminağaoğlu M., Gökşen Y.
III. Uluslararası Sağlıkta Yapay Zekâ Kongresi, İzmir, Turkey, 11 - 13 May 2022, pp.22, (Summary Text)
2021
20213. Analysis of Literature Reviews Based on Association Rules: A Case Study
Eminağaoğlu M., Gökşen Y., Ünal C.
4. Uluslararası Sosyal Bilimlerde Kritik Tartışmalar Kongresi, Aydın, Turkey, 22 - 24 October 2021, pp.21, (Summary Text)
2021
20214. Determination of Elemental Affinities in Soma Lower (kM2) Coal Seam in Soma Basin Using Agglomerative Hierarchical Clustering Algorithm
Eminağaoğlu M., Oskay R. G., Karayiğit A. İ.
4th International Conference on Data Science and Applications, İstanbul, Turkey, 4 - 06 June 2021, pp.31, (Summary Text)
2020
20205. Marble Quality Classification Using Convolutional Neural Networks
Karaali I., Eminağaoğlu M.
7th INTERNATIONAL CONFERENCE ON ENGINEERING and NATURAL SCIENCES, İzmir, Turkey, 8 - 10 May 2020, pp.172, (Summary Text)
2019
20196. A New Similarity Measure for Document Classification and Text Mining
EMİNAĞAOĞLU M., GÖKŞEN Y.
Conference on Economies of the Balkan and Eastern European Countries, Bucharest, Romania, 10 - 12 May 2019, pp.353-366, (Full Text)
2019
20197. A Novel Similarity Measure for Vector Space Models in Text Classification
Eminağaoğlu M., Gökşen Y.
IMISC 2019 International Management Infomation SystemsConference, İstanbul, Turkey, 9 - 12 October 2019, pp.70, (Summary Text)
2018
20188. ISO27001 Bilgi Güvenliği Yönetim Sisteminde Risk Analizi
Durankaya İ., Gökşen Y., Eminağaoğlu M.
IMISC 2018 International Management Information Systems Conference, Ankara, Turkey, 24 - 26 October 2018, pp.29-33, (Full Text)
2018
20189. Analysis of EEG and motion signal data for walking action in a neurological disease
Özgür S., Kahraman T., Eminağaoğlu M., Özkurt A., Dönmez Çolakoğlu B., Yürdem B., et al.
XXth National and IIIrd International Biostatistics Congress, Gaziantep, Turkey, 26 - 29 October 2018, (Summary Text)
2018
201810. Information Security Risk Assessment using Bayesian Network and Fuzzy Inference System: A Case Study
Beken S., Eminağaoğlu M.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES),ICATCES 2018, Karabük, Turkey, 11 - 13 May 2018, pp.522-529, (Full Text)
2016
201611. An Adaptive Network-Based Fuzzy Inference System for Estimating the Duration of Medical Services: A Case Study
Koksal I. H., EMİNAĞAOĞLU M., Turkoglu B.
10th IEEE International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaijan, 12 - 14 October 2016, pp.801-806, (Full Text)
2014
201412. A Two Factor Authentication System with QR Codes for Web and Mobile Applications
Eminağaoğlu M., Çini E., Sert G., Zor D.
2014 Fifth International Conference on Emerging Security Technologies, Alcala-De-Henares, Spain, 10 - 12 September 2014, pp.105-112, (Full Text)
2012
201213. A Qualitative Information Security Risk Assessment Model using Machine Learning Techniques
Eminağaoğlu M.
ICT2012 Second International Conference on Advances in Information and Communication Technologies, Amsterdam, Netherlands, 22 - 23 November 2012, vol.3, pp.92-98, (Full Text)
2012
201214. Arama Motorları Optimizasyonunda Bilginin Stratejik Rolü Güvenliği ve Yasal Sorunlar
Çevik E., Eminağaoğlu M., Gökşen Y.
TBD Bilişim 2012 - 29. Ulusal Bilişim Kurultayı, Ankara, Turkey, 21 - 23 November 2012, vol.1, pp.158-167, (Full Text)
2011
201115. Using Binary Classifiers for Information Security Risk Analysis A Case Study
Eminağaoğlu M., Eren Ş., Uçar E.
ISCSE 2011 The 2nd International Symposium on Computing in Science and Engineering, Aydın, Turkey, 1 - 04 June 2011, vol.1, pp.329-335, (Full Text)
2010
201016. Implementation and Comparison of Machine Learning Classifiers for Information Security Risk Analysis of a Human Resources Department
Eminağaoğlu M., Eren Ş.
CISIM 2010 International Conference on Computer Information Systems and Industrial Management Applications, Krakow, Poland, 8 - 10 October 2010, vol.1, pp.187-192, (Full Text)
2010
201017. Improvement of Password Usage in Companies by means of Customized Technical Solutions and Employee Awareness A Case Study
Eminağaoğlu M., Eren Ş.
The 1st International Symposium on Computing in Science Engineering, Aydın, Turkey, 3 - 05 June 2010, vol.1, pp.49, (Summary Text)
2009
200918. Modeling Business Process Exceptions in UML 2 Notation
Kurtel K., Eminağaoğlu M., Eren Ş.
XXIII. microCAD International Scientific Conference, Miskolc, Hungary, 19 - 20 March 2009, vol.23, pp.67-74, (Full Text)
Books
2020
20201. Machine learning approaches for prediction of service times in health information systems
Eminağaoğlu M.
in: Enterprise Business Management, Vol. 2018/2019, ALPTEKİN ERKOLLAR, Editor, Tectum-Verlag, Berlin, pp.253-286, 2020
2020
20202. A Novel Machine Learning Method for Pattern Recognition and Classification
Ceylan A. M., Eminağaoğlu M.
in: Current Marketing and Production Studies, Selçuk ÇOLAK,Mehmet Ali Burak NAKIBOĞLU, Editor, Akademisyen Kitabevi, Ankara, pp.33-50, 2020
2020
20203. A New Similarity Measure for Document Classification and Text Mining
Eminağaoğlu M., Gökşen Y.
in: KnE Social Sciences, Persefoni Polychronidou,Alexandra Horobet,Anastasios Karasavvoglou, Editor, KnowledgeE Publishing, Dubai, pp.353-366, 2020
2019
20194. A Novel Similarity Measure for Vector Space Models in Text Classification
Eminağaoğlu M., Gökşen Y.
in: Selected Discussions on Social Science Research, Bedriye Tunçsiper,Ferhan Sayın,Burak Hergüner,Fatma İrem Aydın, Editor, Frontpage Publications Limited, Londrina, pp.159-173, 2019
Funded Projects
2014 - 2014
2014 - 2014
Implementation of QR Codes in the Security Authentication Mechanism for Web and Mobile Applications
TUBITAK Project
(Project Abstract)
Çini E.(Executive), Zor D., Sert G., Eminağaoğlu M.
Peer Reviews in Scientific Publications
September 2021
September 2021Gazi University Journal of Science
Journal Indexed in ESCI
September 2020
September 2020DOKUZ EYLÜL ÜNİVERSİTESİ MÜHENDİSLİK FAKÜLTESİ FEN VE MÜHENDİSLİK DERGİSİ
National Scientific Refreed Journal
February 2020
February 2020GAZİ MÜHENDİSLİK BİLİMLERİ DERGİSİ
National Scientific Refreed Journal
September 2015
September 2015NEURAL COMPUTING & APPLICATIONS
SCI Journal
May 2015
May 2015POLİTEKNİK DERGİSİ
National Scientific Refreed Journal
March 2015
March 2015BEHAVIOUR & INFORMATION TECHNOLOGY
Journal Indexed in SSCI
September 2014
September 2014JOURNAL OF YASAR UNİVERSİTY
National Scientific Refreed Journal
April 2014
April 2014CONNECTION SCIENCE
SCI Journal
Scientific Project Refereeing
December 2014
December 2014Project Supported by Higher Education Institutions
BAP Research Project, Dokuz Eylul University, Turkey
Mobility Activity
2012 - 2012
2012 - 2012Erasmus Programme
Lecturing
Katholieke Hogeschool Leuven, Belgium
2010 - 2010
2010 - 2010Erasmus Programme
Lecturing
St. Pölten University of Applied Sciences, Austria
Citations
Total Citations (WOS): 26
h-index (WOS): 3
Jury Memberships
June-2022
June 2022Doctorate
Bilgisayar Mühendisliği Doktora Öğrencisi Halit Türksönmez - Dokuz Eylül Üniversitesi
June-2022
June 2022Doctorate
Bilgisayar Mühendisliği Doktora Öğrencisi Atilla Suncak - Dokuz Eylül Üniversitesi
September-2021
September 2021Post Graduate
Bilgisayar Bilimleri Yüksek Lisans öğrencisi Akın Kanlı - Dokuz Eylül Üniversitesi
August-2020
August 2020Doctorate
Bilgisayar Mühendisliği Doktora Öğrencisi Mehmet Cengiz - Dokuz Eylül Üniversitesi
June-2019
June 2019Doctorate
Bilgisayar Mühendisliği Doktora Öğrencisi Kazım Erdoğdu - Yaşar Üniversitesi
August-2018
August 2018Post Graduate
Bilgisayar Mühendisliği Yüksek Lisans öğrencisi İhsan Hakan Köksal - Yaşar Üniversitesi
June-2018
June 2018Post Graduate
Bilgisayar Mühendisliği Yüksek Lisans öğrencisi Ali Mert Ceylan - Ege Üniversitesi
May-2018
May 2018Post Graduate
Bilgisayar Mühendisliği Yüksek Lisans öğrencisi Su Taşbaş - Yaşar Üniversitesi
Scientific Research / Working Group Memberships
2011 - Present
2011 - Present