Education Information
2001 - 2006
2001 - 2006Doctorate
Istanbul Technical University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Dr), Turkey
1999 - 2001
1999 - 2001Postgraduate
Galatasaray University, Mühendislik Ve Teknoloji Fakültesi, Endüstri Mühendisliği Bölümü, Turkey
1995 - 1999
1995 - 1999Undergraduate
Istanbul Technical University, İşletme Fakültesi, Endüstri Mühendisliği Bölümü, Turkey
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
B2 Upper Intermediate
B2 Upper IntermediateFrench
C1 Advanced
C1 AdvancedGerman
Research Areas
Computer Learning
Fuzzy Sets and Systems
Decision Support Systems
Academic Titles / Tasks
2023 - Continues
2023 - ContinuesProfessor
Galatasaray University, Mühendislik Ve Teknoloji Fakültesi, Endüstri Mühendisliği
2010 - 2023
2010 - 2023Associate Professor
Galatasaray University, Mühendislik Ve Teknoloji Fakültesi, Endüstri Mühendisliği
2006 - 2010
2006 - 2010Assistant Professor
Galatasaray University, Mühendislik Ve Teknoloji Fakültesi, Endüstri Mühendisliği
2000 - 2006
2000 - 2006Research Assistant
Galatasaray University, Mühendislik Ve Teknoloji Fakültesi, Endüstri Mühendisliği
Managerial Experience
2008 - Continues
2008 - ContinuesVice Dean
Galatasaray Üniversitesi, Mühendislik ve Teknoloji Fakültesi, Endüstri Mühendisliği Bölümü
2007 - 2008
2007 - 2008Assistant Director of the Institute
Galatasaray Üniversitesi, Mühendislik ve Teknoloji Fakültesi, Endüstri Mühendisliği Bölümü
Courses
Advising Theses
2022
2022Postgraduate
A BENCHMARK COMPARISON OF GAUSSIAN PROCESS REGRESSION, SUPPORT VECTOR MACHINES, AND ANFIS FOR MAN-HOUR PREDICTION IN POWER TRANSFORMERS MANUFACTURING
Alptekin S. E. (Advisor)
K.IŞIK(Student)
2019
2019Postgraduate
Data-Driven Human Behavior Modeling with Machine Learning
ALPTEKİN S. E. (Advisor)
Y.AÇIKMEŞE(Student)
2019
2019Postgraduate
COLLABORATIVE FILTERING BASED RECOMMENDER SYSTEM DESIGN FOR E-COMMERCE
ALPTEKİN S. E. (Advisor)
M.ARTUKARSLAN(Student)
2018
2018Postgraduate
COMPUTER BASED DIAGNOSIS SYSTEM OF THYROID NODULES FROM SCINTIGRAPHIC IMAGES
ALPTEKİN S. E. (Advisor)
A.SEZER(Student)
2017
2017Postgraduate
Software development effort estimation by using artificial neural networks
ALPTEKİN S. E. (Advisor)
T.UĞURLU(Student)
2013
2013Postgraduate
Spreadsheet heuristic for volatile demand environments to solve the joint replenishment problem
ALPTEKİN S. E. (Advisor)
B.TÜRKAY(Student)
2013
2013Postgraduate
Cross selling decision support system in private pension and life insurance systems
ALPTEKİN S. E. (Advisor)
B.YAKAN(Student)
2010
2010Postgraduate
Effects of disinflation on banks in terms of profitability: A nonparametric study on Turkish commercial banks
ALPTEKİN S. E. (Advisor)
E.AYAZ(Student)
Published journal articles indexed by SCI, SSCI, and AHCI
2023
2023Variational autoencoder-based anomaly detection in time series data for inventory record inaccuracy
Argun H., ALPTEKİN S. E.
Turkish Journal of Electrical Engineering and Computer Sciences
, vol.31, no.1, pp.163-179, 2023 (SCI-Expanded)
2020
2020Evaluation of factors affecting the decision to adopt blockchain technology: A logistics company case study using Fuzzy DEMATEL
Maden A., Alptekin E.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
, vol.39, no.5, pp.6279-6291, 2020 (SCI-Expanded)
2018
2018A Fuzzy Quality Function Deployment Approach for Differentiating Cloud Products
ALPTEKİN S. E., Alptekin G. I.
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS
, vol.11, no.1, pp.1041-1055, 2018 (SCI-Expanded)
2012
2012A hybrid MCDM methodology for ERP selection problem with interacting criteria
GÜRBÜZ T., ALPTEKİN S. E., Alptekin G. I.
DECISION SUPPORT SYSTEMS
, vol.54, no.1, pp.206-214, 2012 (SCI-Expanded)
2012
2012A fuzzy decision support system for digital camera selection based on user preferences
Alptekin S. E.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.39, no.3, pp.3037-3047, 2012 (SCI-Expanded)
2011
2011An integrated decision framework for evaluating and selecting e-learning products
ALPTEKİN S. E., KARSAK E. E.
APPLIED SOFT COMPUTING
, vol.11, no.3, pp.2990-2998, 2011 (SCI-Expanded)
2008
2008Product evaluation and development process using a fuzzy compromise-based goal programming approach
Tolga E., ALPTEKİN S. E.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
, vol.19, pp.285-301, 2008 (SCI-Expanded)
2007
2007Application of a hybrid intelligent decision support model in logistics outsourcing
Isiklar G., Alptekin E., Buyukozkan G.
COMPUTERS & OPERATIONS RESEARCH
, vol.34, no.12, pp.3701-3714, 2007 (SCI-Expanded)
2003
2003Product planning in quality function deployment using a combined analytic network process and goal programming approach
Karsak E., Sozer S., Alptekin S.
COMPUTERS & INDUSTRIAL ENGINEERING
, vol.44, no.1, pp.171-190, 2003 (SCI-Expanded)
Articles Published in Other Journals
2023
2023Computer Aided Diagnosis System of Thyroid Nodules from Scintigraphic Images
Sezer A., Alptekin S. E.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
, vol.25, no.75, pp.559-567, 2023 (Peer-Reviewed Journal)
2017
2017Internet of Things: How to Design a Sustainable Product?
ALPTEKİN S. E.
Journal of Management and Engineering Integration
, vol.10, no.2, pp.28-35, 2017 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2023
2023Procurement Performance Metric Selection Using SCOR Modelling and Scenario-Based Fuzzy Cognitive Map
Maden A., ALPTEKİN S. E.
Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference, İstanbul, Turkey, 22 - 24 August 2023, vol.759 LNNS, pp.465-471
2022
2022A benchmark comparison of Gaussian process regression, support vector machines, and ANFIS for man-hour prediction in power transformers manufacturing
Işık K., Alptekin S. E.
26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Verona, Italy, 7 - 09 September 2022, vol.207, pp.2567-2577
2022
2022Prediction of University Students' Subjective Well-Being with Sleep and Physical Activity Data using Classification Algorithms
Kiliç A. C., Karakus A., Alptekin E.
26th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2022, Verona, Italy, 7 - 09 September 2022, vol.207, pp.2648-2657
2022
2022A Capacity Allocation Model for Air Cargo Industry: A Case Study
Ilgün D., Alptekin S. E.
International Conference on Intelligent and Fuzzy Systems, INFUS 2022, İzmir, Turkey, 19 - 21 July 2022, vol.505 LNNS, pp.426-437
2020
2020An improved BiGAN based approach for anomaly detection
Kaplan M. O., Alptekin S. E.
24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Verona, Italy, 16 September 2020, vol.176, pp.185-195
2020
2020Understanding the Blockchain Technology Adoption from Procurement Professionals’ Perspective - An Analysis of the Technology Acceptance Model Using Intuitionistic Fuzzy Cognitive Maps
MADEN A., ALPTEKİN S. E.
International Conference on Intelligent and Fuzzy Systems, Turkey, 21 July 2020
2019
2019Prediction of stress levels with LSTM and passive mobile sensors
Açıkmeşe Y., Alptekin S. E.
23rd International Conference on Knowledge-Based and Intelligent Information Engineering Systems, Budapest, Hungary, 4 - 06 September 2019, vol.159, pp.658-667
2019
2019Collaborative Filtering Based Recommender System Design For E-Commerce: A Case Study
Artukarslan M., Alptekin S. E.
The Fourteenth International Conference on Internet and Web Applications and Services, Nice, France, 28 July - 02 August 2019, pp.21-26
2018
2018A framework for customer-oriented IoT product design
ALPTEKİN S. E., ALPTEKİN G.
2nd European Conference on Electrical Engineering Computer Science, Bern, Switzerland, 20 - 22 December 2018, pp.1-6
2018
2018Industry 4.0 Product Design Framework: An Application in Healthcare Industry
UÇAR E., ALPTEKİN S. E.
International Congress on Fundamental and Applied Sciences, ÜSKÜP, Macedonia, 18 - 22 June 2018, pp.208
2017
2017A Data Pricing Framework for Internet of Things Solutions
ALPTEKİN S. E., ALPTEKİN G.
21st Conference of the International Federation of Operational Research Societies, Quebec City, Canada, 17 - 21 July 2017
2015
2015A K-Means Algorithm Application on Big Data
Eren B., Karabulut E. C., ALPTEKİN S. E., Alptekin G. I.
World Congress on Engineering and Computer Science, San-Francisco, Costa Rica, 21 - 23 October 2015, pp.814-818
2015
2015Fully Electric Vehicle Adoption Strategies and State of the art ICT Challenges A Case Study for Turkey
ÇELEBİ M. A., ALPTEKİN S. E.
Multidisciplinary Academic Conference on Economics, Management and Marketing, 7 - 08 August 2015, pp.1-8
2013
2013Spreadsheet Heuristic for Stochastic Demand Environments to Solve the Joint Replenishment Problem
Turkay B., ALPTEKİN S. E.
World Congress on Engineering (WCE 2013), London, Canada, 3 - 05 July 2013, pp.506-507
2009
2009An integrated approach for defining pricing strategies in competitive markets
Alptekin G. I., ALPTEKİN S. E.
International Conference on Information, Process and Knowledge Management, Cancun, Mexico, 1 - 06 February 2009, pp.54-55
2009
2009Product improvement by selecting appropriate suppliers: A case study
ALPTEKİN S. E., Alptekin G. I.
International Conference on Information, Process and Knowledge Management, Cancun, Mexico, 1 - 06 February 2009, pp.129-130
2007
2007Product development process using a fuzzy compromise-based goal programming approach
Tolga E., ALPTEKİN S. E.
International Conference on Computational Science and Its Applications (ICCSA 2007), Kuala-Lumpur, Malaysia, 26 - 29 August 2007, vol.4705, pp.832-834
Supported Projects
2018 - 2020
2018 - 2020ENDÜSTRİ 4.0 ALT SİSTEMLERİNİN TASARIMI VE İLGİLİ MODELLERİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2017 - 2018
2017 - 2018NESNELERİN INTERNETİ UYGULAMALARININ TASARLANMASI VE MODELLENMESİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2016 - 2017
2016 - 2017ORGANİZASYONEL KARAR VERME SÜREÇLERİNDE YAPAY SİNİR AĞI UYGULAMALARI
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2015 - 2017
2015 - 2017BİLGİ VE İLETİŞİM TEKNOLOJİSİ SİSTEMLERİNİN İNCELENMESİ, MODELLENMESİ VE YÖNETİMİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2013 - 2015
2013 - 2015BİLGİ YÖNETİMİNDE KARAR DESTEK SİSTEMLERİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2011 - 2013
2011 - 2013STRATEJİK KARAR ALMA SÜRECİNDE DENEYSEL TASARIM KULLANIMI
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2011 - 2012
2011 - 2012TÜKETİCİ ELEKTRONİĞİ SEÇİMİNDE KULLANICI ESASLI KARAR DESTEK SİSTEMİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2010 - 2011
2010 - 2011ELEKTRONİK ÖDEME ALTERNATİFLERİNİN TÜRKİYE İÇİN DEĞERLENDİRİLMESİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2010 - 2011
2010 - 2011YENİ NESİL AĞLARDA KALİTE ODAKLI KAYNAK ATAMA
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2009 - 2011
2009 - 2011ORGANİZASYONLARIN TEMEL YETKİNLİKLERİNİN BELİRLENMESİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2009 - 2010
2009 - 2010YENİ ÜRÜN İNOVASYONUNDA OLUŞAN RİSKLERİN DEĞERLENDİRİLMESİ
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2009 - 2010
2009 - 2010UZAKTAN EĞİTİM PROGRAMLARININ DEĞERLENDİRİLMESİNDE ÇOK AMAÇLI KARAR VERME YAKLAŞIMLARI
Project Supported by Higher Education Institutions
ALPTEKİN S. E. (Executive)
2008 - 2009
2008 - 2009