Education Information
2003 - 2006
2003 - 2006Doctorate
Gazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Dr), Turkey
2001 - 2003
2001 - 2003Postgraduate
Gazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Yl) (Tezli), Turkey
1997 - 2001
1997 - 2001Undergraduate
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü, Turkey
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Fuzzy Sets and Systems, Decision Support Systems
Academic Titles / Tasks
2021 - Continues
2021 - ContinuesProfessor
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2012 - 2021
2012 - 2021Associate Professor
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2009 - 2012
2009 - 2012Assistant Professor
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2001 - 2009
2001 - 2009Research Assistant
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
Managerial Experience
2021 - Continues
2021 - ContinuesCoordinator of The Rectorate
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
Courses
Advising Theses
2019
2019Postgraduate
Dokunsal duyulara yönelik etiketli duygusal büyüklük ölçeği ve bulanık ölçek geliştirme
AKAY D. (Consultant)
B.UZGUR(Student)
2017
2017Postgraduate
Linguistic summarization of structured patent data
AKAY D. (Consultant)
E.YILDIZ(Student)
2017
2017Postgraduate
İşletmelerde süreç madenciliği tekniği kullanılarak isy sistematiğinin yazılım destekli bir sektörel uygulaması örneği-İnşaat sektörü
AKAY D. (Consultant)
B.GEREK(Student)
2016
2016Doctorate
Lınguıstıc Summarızatıon In Informatıon Networks
AKAY D. (Consultant)
S.GENÇ(Student)
2016
2016Postgraduate
Türkiye'nin makroekonomik göstergeleri ile yurtiçi tasarrufları arasında gri ilişkisel analiz
AKAY D. (Consultant)
E.DURAN(Student)
2015
2015Doctorate
İş analitiği destekli ikinci nesil işbirlikçi planlama, tahmin ve ikmal metodolojisi
AKAY D. (Consultant)
A.DEMİRAY(Student)
2015
2015Postgraduate
An Extensıon Of Fuzzy Lınguıstıc Summarızatıon Consıderıng Probabılıstıc Uncertaınty
AKAY D. (Consultant)
S.AYDOĞAN(Student)
2014
2014Postgraduate
Zaman serilerinin dilsel özetlenmesi: Avrupa Brent Petrol spot piyasa fiyatı üzerine bir uygulama ve Türkiye perspektifinden yorumlar
AKAY D. (Consultant)
H.HATİPOĞLU(Student)
2013
2013Doctorate
Aralıklı tip-2 bulanık kümelerle dilsel özetleme
AKAY D. (Consultant)
F.EMRE(Student)
2012
2012Postgraduate
Classification of risks of low back disorders with support vector machines
AKAY D. (Consultant)
M.ERDEM(Student)
Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes
2021
2021Developing a Labeled Affective Magnitude scale and Fuzzy Linguistic scale for tactile feeling
AKAY D. , Duran B. U. , Duran E., Henson B., BORAN F. E.
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, vol.31, no.1, pp.13-26, 2021 (Journal Indexed in SCI)
2021
2021A possibilistic approach for interval type-2 fuzzy linguistic summarization of time series
Ozdogan I., BORAN F. E. , AKAY D.
ARTIFICIAL INTELLIGENCE REVIEW, 2021 (Journal Indexed in SCI)
2020
2020Concept design evaluation by using Z-axiomatic design
Aydoğan S. , Gunay E. E. , Akay D. , Kremer G. E. O.
COMPUTERS IN INDUSTRY, vol.122, 2020 (Journal Indexed in SCI)
2020
2020Linguistic summarization to support supply network decisions
AYDOĞAN S. , Okudan Kremer G. E. , AKAY D.
JOURNAL OF INTELLIGENT MANUFACTURING, 2020 (Journal Indexed in SCI)
2020
2020Some picture fuzzy Bonferroni mean operators with their application to multicriteria decision making
ATEŞ F., AKAY D.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol.35, no.4, pp.625-649, 2020 (Journal Indexed in SCI)
2020
2020ANFIS and Deep Learning based missing sensor data prediction in IoT
GÜZEL M. , KÖK İ. , AKAY D. , Ozdemir S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, vol.32, no.2, 2020 (Journal Indexed in SCI)
2020
2020Linguistic summarization of fuzzy social and economic networks: an application on the international trade network
Genc S., AKAY D. , BORAN F. E. , Yager R. R.
SOFT COMPUTING, vol.24, no.2, pp.1511-1527, 2020 (Journal Indexed in SCI)
2018
2018Fuzzy Quantification and Opinion Mining on Qualitative Data using Feature Reduction
Dundar B., AKAY D. , BORAN F. E. , Ozdemir S.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol.33, no.9, pp.1840-1857, 2018 (Journal Indexed in SCI)
2018
2018An Extension of Fuzzy Linguistic Summarization Considering Probabilistic Uncertainty
AYDOĞAN S. , AKAY D. , BORAN F. E. , Yager R. R.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, vol.26, no.2, pp.195-215, 2018 (Journal Indexed in SCI)
2017
2017Fuzzy Linguistic Summarization with Genetic Algorithm: An Application with Operational and Financial Healthcare Data
Altintop T., Yager R. R. , AKAY D. , BORAN F. E. , ÜNAL M.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, vol.25, no.4, pp.599-620, 2017 (Journal Indexed in SCI)
2017
2017A holistic and structured CPFR roadmap with an application between automotive supplier and its aftermarket customer
Demiray A., AKAY D. , Tekin S., BORAN F. E.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, vol.91, pp.1567-1586, 2017 (Journal Indexed in SCI)
2017
2017Grey relational analysis between Turkey's macroeconomic indicators and domestic savings
Duran E., Duran B. U. , AKAY D. , BORAN F. E.
GREY SYSTEMS-THEORY AND APPLICATION, vol.7, no.1, pp.45-59, 2017 (Journal Indexed in SCI)
2016
2016An overview of methods for linguistic summarization with fuzzy sets
BORAN F. E. , AKAY D. , Yager R. R.
EXPERT SYSTEMS WITH APPLICATIONS, vol.61, pp.356-377, 2016 (Journal Indexed in SCI)
2016
2016Classification of Risks of Occupational Low Back Disorders with Support Vector Machines
ERDEM M. , BORAN F. E. , AKAY D.
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, vol.26, no.5, pp.550-558, 2016 (Journal Indexed in SCI)
2016
2016MOORA-BASED TAGUCHI OPTIMIZATION FOR SELECTION OF MURATA VORTEX SPINNER MACHINE PARAMETERS
AKGÜL E., KIZILKAYA AYDOĞAN E., AKAY D. , TÜRKSOY H. G.
TEKSTIL VE KONFEKSIYON, vol.26, no.3, pp.249-255, 2016 (Journal Indexed in SCI)
2014
2014A Probabilistic Framework for Interval Type-2 Fuzzy Linguistic Summarization
BORAN F. E. , AKAY D. , Yager R. R.
IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol.22, no.6, pp.1640-1653, 2014 (Journal Indexed in SCI)
2014
2014Linguistic Summarization of Europe Brent Spot Price Time Series Along with the Interpretations from the Perspective of Turkey
Hatipoglu H., BORAN F. E. , Avci M., AKAY D.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol.29, no.10, pp.946-970, 2014 (Journal Indexed in SCI)
2014
2014A Generic Method for the Evaluation of Interval Type-2 Fuzzy Linguistic Summaries
BORAN F. E. , AKAY D.
IEEE TRANSACTIONS ON CYBERNETICS, vol.44, no.9, pp.1632-1645, 2014 (Journal Indexed in SCI)
2014
2014Making Tactile Textures with Predefined Affective Properties
Elkharraz G., Thumfart S., AKAY D. , Eitzinger C., Henson B.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol.5, no.1, pp.57-70, 2014 (Journal Indexed in SCI)
2014
2014A biparametric similarity measure on intuitionistic fuzzy sets with applications to pattern recognition
BORAN F. E. , AKAY D.
INFORMATION SCIENCES, vol.255, pp.45-57, 2014 (Journal Indexed in SCI)
2013
2013The Evaluation of Power Plants Investment Alternatives with Grey Relational Analysis Approach for Turkey
AKAY D. , Boran F. E. , YILMAZ M., Atak M.
ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, vol.8, no.1, pp.35-43, 2013 (Journal Indexed in SCI)
2012
2012ANFIS modeling for predicting affective responses to tactile textures
AKAY D. , Chen X., Barnes C., Henson B.
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, vol.22, no.3, pp.269-281, 2012 (Journal Indexed in SCI)
2011
2011Grey relational analysis based on instance based learning approach for classification of risks of occupational low back disorders
AKAY D.
SAFETY SCIENCE, vol.49, pp.1277-1282, 2011 (Journal Indexed in SCI)
2011
2011Personnel Selection Based on Intuitionistic Fuzzy Sets
BORAN F. E. , Genc S., AKAY D.
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, vol.21, no.5, pp.493-503, 2011 (Journal Indexed in SCI)
2011
2011Conceptual design evaluation using interval type-2 fuzzy information axiom
AKAY D. , KULAK O., Henson B.
COMPUTERS IN INDUSTRY, vol.62, no.2, pp.138-146, 2011 (Journal Indexed in SCI)
2010
2010Interval multiplicative transitivity for consistency, missing values and priority weights of interval fuzzy preference relations
Genc S., BORAN F. E. , AKAY D. , Xu Z.
INFORMATION SCIENCES, vol.180, no.24, pp.4877-4891, 2010 (Journal Indexed in SCI)
2010
2010Modeling of an Intermediate Temperature Solid Oxide Fuel Cell Using the Adaptive Neuro-Fuzzy Inference System (ANFIS)
Vural Y., AKAY D. , Pourkashanian M., Ingham D. B.
JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, vol.7, no.3, 2010 (Journal Indexed in SCI)
2009
2009A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method
Boran F. E. , Genc S., Kurt M., Akay D.
EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.8, pp.11363-11368, 2009 (Journal Indexed in SCI)
2009
2009Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting
HAMZAÇEBİ C., AKAY D. , Kutay F.
EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.2, pp.3839-3844, 2009 (Journal Indexed in SCI)
2009
2009A neuro-fuzzy based approach to affective design
AKAY D. , KURT M.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, vol.40, pp.425-437, 2009 (Journal Indexed in SCI)
2009
2009Ant Colony Optimization Approach for Classification of Occupational Low Back Disorder Risks
AKAY D. , TOKSARI M. D.
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING, vol.19, no.1, pp.1-14, 2009 (Journal Indexed in SCI)
2008
2008NEFCLASS based extraction of fuzzy rules and classification of risks of low back disorders
AKAY D. , AKCAYOL M. A. , KURT M.
EXPERT SYSTEMS WITH APPLICATIONS, vol.35, no.4, pp.2107-2112, 2008 (Journal Indexed in SCI)
2008
2008A LITERATURE REVIEW ON USER CENTERED DESIGN AND PRODUCT USABILITY
AKAY D. , KURT M.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.23, no.2, pp.295-304, 2008 (Journal Indexed in SCI)
2008
2008Collaborative tool for solving human factors problems in the manufacturing environment: the Theory of Inventive Problem Solving Technique (TRIZ) method
AKAY D. , Demiray A., Kurt M.
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol.46, no.11, pp.2913-2925, 2008 (Journal Indexed in SCI)
2007
2007Grey prediction with rolling mechanism for electricity demand forecasting of Turkey
AKAY D. , Atak M.
ENERGY, vol.32, no.9, pp.1670-1675, 2007 (Journal Indexed in SCI)
2007
2007Evaluation of product design concepts using grey-fuzzy information axiom
AKAY D. , KULAK O.
JOURNAL OF GREY SYSTEM, vol.19, no.3, pp.221-234, 2007 (Journal Indexed in SCI)
Articles Published in Other Journals
2021
2021Patent Mining
Kayakoku A., AKAY D.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, vol.24, no.2, pp.745-753, 2021 (Journal Indexed in ESCI)
2017
2017Linguistic Summarization of Structured Patent Data
Esen Yıldız İ., AYDOĞAN S. , BORAN F. E. , AKAY D.
International Journal of Computer and Information Engineering, vol.11, no.9, pp.1024-1027, 2017 (Refereed Journals of Other Institutions)
2015
2015Trafik Kazalarının Birliktelik Kuralları ile Analizi
Gürdoğan D., AKAY D. , KURT M.
Gazi Mühendislik Bilimleri Dergisi, vol.1, no.2, pp.265-284, 2015 (Other Refereed National Journals)
Refereed Congress / Symposium Publications in Proceedings
2019
2019Linguistic Summarization of Supply Network Interactions
AYDOĞAN S. , GÜNAY E. E. , AKAY D. , Kremer G.
10th International Symposium on Intelligent Manufacturing and Service Systems, Sakarya, Turkey, 9 - 11 September 2019
2019
2019Decision-making with Z-Axiomatic Design
Aydoğan S. , Akay D. , Kremer G., Günay E. E. , Park K., Boran F. E.
2019 IISE Annual Conference, Florida, United States Of America, 19 - 21 May 2019
2017
2017Forecasting Electricity Consumption in Turkey with Bayesian Polynomial Regression Analysis
ERDEM M., BULKAN S., AKAY D. , BORAN F. E.
5. EUROPEAN CONFERENCE ON RENEWABLE ENERGY SYSTEMS, 27 - 30 August 2017
2017
2017Yapılandırılmış Patent Verilerinin Dilsel Özetlemesi
İĞDE E. Y. , AYDOĞAN S. , BORAN F. E. , AKAY D.
37. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi, Turkey, 5 - 07 July 2017
2016
2016OPERASYONEL VE FİNANSAL SAĞLIK VERİSİ İÇİN BULANIK DİLSEL ÖZETLERİN GENETİK ALGORİTMA İLE ÇIKARIMI
ALTINTOP T., AYDOĞAN S. , AKAY D. , BORAN F. E. , ÜNAL M.
Yöneylem Araştırması ve Endüstri Mühendisliği 36. Ulusal Kongresi, Turkey, 13 - 15 July 2016
2016
2016Ergonomik Kabza Tasarımı ve Uygulaması
AKGÜL E., KIZILKAYA AYDOĞAN E., AKAY D. , SİNANOĞLU C.
3B Baskı Teknolojileri Uluslararası Sempozyumu, 5 - 07 May 2016, pp.51-56
2016
2016Opinion Mining and Fuzzy Quantification in Hotel Reviews
Dundar B., Ozdemir S., AKAY D.
International Symposium on Networks, Computers and Communications (ISNCC), Hammamet, Tunisia, 11 - 13 May 2016
2015
2015Linguistic summarization of restaurant evaluation data set
Dündar B., AKAY D. , ÖZDEMİR S.
4th International Fuzzy Systems Symposium, İstanbul, Turkey, 5 - 06 November 2015, pp.433-439
2015
2015Classification of patients at risk for CO poisoning in an emergency department with CHAID decision tree
KELEŞ A. , DEMİRCAN A. , BİLDİK F. , AYDOĞAN S. , DÜZCE T. , AKAY D.
15. Üretim Araştırmaları Sempozyumu, İzmir, Turkey, 14 - 16 October 2015, pp.1109-1113
2015
2015Rüzgar Enerjisi için Tahmin Algoritmaları ve Kombinasyon Modelleri
Bestil A., AKAY D. , Küçük D.
35. Ulusal Yöneylem Araştırması ve Endüstri Mühendisliği Kongresi, Ankara, Turkey, 9 - 11 September 2015, pp.31
2014
2014Understanding Customers Affective Needs with Linguistic Summarization
BORAN F. E. , EFE B., AKAY D. , Henson B.
INTERNATIONAL CONFERENCE ON KANSEI ENGINEERING AND EMOTION RESEARCH KEER2014, 11 - 13 June 2014, pp.1235-1245
2010
2010Predicting Affective Properties of Tactile Textures Using Anfis Modelling
Henson B., Akay D.
International Conference on Kansei Engineering and Emotion Research, Paris, France, 2 - 05 March 2010, pp.2271-2280
2010
2010Machine Vision Approach to Predicting Affective Properties of Tactile Textures
Henson B., Elkharraz ., Thumfart S., Akay D. , Eitzinger C.
International Conference on Kansei Engineering and Emotion Research , Paris, France, 2 - 05 March 2010, pp.2261-2270
2009
2009A Method for Solving Multi Criteria Intuitionistic Fuzzy Decision Making Problems
Boran F. E. , Genç S., Akay D.
1st International Fuzzy Systems Symposium, Ankara, Turkey, 1 - 02 October 2009, pp.47-51
2009
2009TEXTURE FEATURES CORRESPONDING TO HUMAN TOUCH FEELING
Elkharraz G., Thumfart S., AKAY D. , Eitzinger C., Henson B.
16th IEEE International Conference on Image Processing, Cairo, Egypt, 7 - 10 November 2009, pp.1341-1342
2007
2007Evaluation of product design concepts using grey-fuzzy information axiom
AKAY D. , KULAK O.
IEEE International Conference on Grey Systems and Intelligent Services, Nanjing, China, 18 - 20 November 2007, pp.1040-1045
2007
2007The impact of automation and FMS in flight safety: Results of a survey and an experimental study
AKAY D. , ERASLAN E., Yoldas C.
7th International Conference on Engineering Psychology and Cognitive Ergonomics held at the HCI International 2007, Beijing, China, 22 - 27 July 2007, vol.4562, pp.631-632
2006
2006Gri İlişkisel Analiz Kullanarak Trafik Kaza Verileri Üzerine Bir Veri Madenciliği Uygulaması
Çetinyokuş T. , Akay D. , Gökçen H.
YA/EM 2006 Yöneylem Araştırması / Endüstri Mühendisliği XXVI. Ulusal Kongresi, Kocaeli, Turkey, 3 - 05 July 2006
2005
2005Usable menu design using hierarchical clustering analysis: A case study on designing bank internet websites
Eraslan E., AKAY D. , Aydogmus Ç.
35th International Conference on Computers and Industrial Engineering, ICC and IE 2005, İstanbul, Turkey, 19 - 22 June 2005, pp.611-616
Books & Book Chapters
2014
2014TÜSSİDE Yönetim Serisi: Uygulamalı Üretim Yönetimi El Kitabı
Kurt M. , Akay D. , Efe B.
in: İşletmelerde Ergonomi ve İş Etüdü, Osman Kulak,M. Bülent Durmuşoğlu, Editor, TÜBITAK Yayınları, İstanbul, pp.95-133, 2014
Supported Projects
2012 - 2014
2012 - 2014Enerji Tüketimi Verilerine İlişkin Zaman Serilerinin Dilsel Özetlenmesi
Project Supported by Higher Education Institutions
AKAY D. (Executive)
2012 - 2013
2012 - 2013Tip 2 Bulanık Kümelerle Dilsel Özetleme TUBİTAK 1002 Hızlı Destek Programı Proje No 112M030
TUBITAK Project
Akay D. (Executive) , Boran F. E.
2010 - 2011
2010 - 2011Mesleki Bel Ağrısı Riskinin Destek Vektör Makineleriyle Sınıflandırılması
Project Supported by Higher Education Institutions
AKAY D. (Executive)
2006 - 2009
2006 - 2009SynTex - Measuring Feelings and Expectations Associated with Texture
FP6 Project
Akay D. , Eitzinger C.(Executive)
Activities in Scientific Journals
2018 - 2019
2018 - 2019IEEE Access
Assistant Editor
Memberships / Tasks in Scientific Organizations
2018 - Continues
2018 - ContinuesIEEE - Senior Member
Member
Mobility Activity
2018 - 2019
2018 - 2019Sabbatical Leave
Guest Researcher
Martin-Luther-Universitaet Halle-Wittenberg, Germany
2008 - 2009
2008 - 2009Research Scholarship Program
Post Doc
University of Leeds, England
2007 - 2008
2007 - 2008Research Scholarship Program
Post Doc
University of Leeds, England
Scholarships
2007 - 2008
2007 - 2008