Anagün, Ahmet Sermet

Profile Picture
Profile URL
https://hdl.handle.net/20.500.14365/6883
Name Variants
Anagun, A. Sermet
Anagun, Ahmet Sermet
Anagun, A. S.
Anagun, AS
Job Title
Email Address
sermet.anagun@ieu.edu.tr
Main Affiliation
05.09. Industrial Engineering
Status
Current Staff
Website
ORCID ID
0000-0002-7106-746X
Scopus Author ID
6602816642
Turkish CoHE Profile ID
EE033D3D3C2E4D45
Google Scholar ID
MODk2MUAAAAJ
WoS Researcher ID
FZP-6782-2022
Files
Ahmet_Sermet_Anagun.jpg (11.94 KB)

Sustainable Development Goals

NO POVERTY1
NO POVERTY
0
Research Products
ZERO HUNGER2
ZERO HUNGER
0
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GOOD HEALTH AND WELL-BEING3
GOOD HEALTH AND WELL-BEING
0
Research Products
QUALITY EDUCATION4
QUALITY EDUCATION
3
Research Products
GENDER EQUALITY5
GENDER EQUALITY
0
Research Products
CLEAN WATER AND SANITATION6
CLEAN WATER AND SANITATION
1
Research Products
AFFORDABLE AND CLEAN ENERGY7
AFFORDABLE AND CLEAN ENERGY
0
Research Products
DECENT WORK AND ECONOMIC GROWTH8
DECENT WORK AND ECONOMIC GROWTH
0
Research Products
INDUSTRY, INNOVATION AND INFRASTRUCTURE9
INDUSTRY, INNOVATION AND INFRASTRUCTURE
5
Research Products
REDUCED INEQUALITIES10
REDUCED INEQUALITIES
0
Research Products
SUSTAINABLE CITIES AND COMMUNITIES11
SUSTAINABLE CITIES AND COMMUNITIES
1
Research Products
RESPONSIBLE CONSUMPTION AND PRODUCTION12
RESPONSIBLE CONSUMPTION AND PRODUCTION
1
Research Products
CLIMATE ACTION13
CLIMATE ACTION
0
Research Products
LIFE BELOW WATER14
LIFE BELOW WATER
1
Research Products
LIFE ON LAND15
LIFE ON LAND
0
Research Products
PEACE, JUSTICE AND STRONG INSTITUTIONS16
PEACE, JUSTICE AND STRONG INSTITUTIONS
0
Research Products
PARTNERSHIPS FOR THE GOALS17
PARTNERSHIPS FOR THE GOALS
0
Research Products
Documents

28

Citations

356

h-index

10

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Documents

23

Citations

252

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Scholarly Output

18

Articles

7

Views / Downloads

33/166

Supervised MSc Theses

8

Supervised PhD Theses

0

WoS Citation Count

73

Scopus Citation Count

90

Patents

0

Projects

0

WoS Citations per Publication

4.06

Scopus Citations per Publication

5.00

Open Access Source

7

Supervised Theses

8

JournalCount
Advances in Intelligent Systems and Computing1
Applıed Thermal Engıneerıng1
Hacettepe Journal of Mathematıcs And Statıstıcs1
Iranıan Journal of Scıence And Technology Transactıon A-Scıence1
Journal of Enterprıse Informatıon Management1
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Now showing 1 - 10 of 18
  • Thumbnail Image
    Article
    Citation - WoS: 7
    Citation - Scopus: 8
    Interval Type-2 Fuzzy C-Control Charts Using Ranking Methods
    (Hacettepe Univ, Fac Sci, 2019) Teken, Hatice Ercan; Anagun, Ahmet Sermet
    Control charts are important for process or product because they provide information about the control situation of process and product. Because of this feature, control charts are used in many fields. Information about the product and/or process, which is under control or not, can be provided by looking the control charts. Fuzzy numbers are used to reduce information losses in operations with crisp numbers. In control charts applications, especially for qualitative control charts, the fuzzy set theory reduces the information losses and provide more flexible decision-making process. In the literature, there are some fuzzy control charts with type-1 fuzzy sets but there are few studies about fuzzy control charts regarding the cases where the data are expressed by type-2 fuzzy sets. The purpose of the study is to create an innovation using the ranking methods, which has not used for control charts in accessible literature, for the fuzzy control charts with interval type-2 fuzzy sets. The fuzzy results are compared with the crisp results. This study introduces ranking methods as new approach to generate interval type-2 fuzzy control charts, which is a different field.
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    Article
    Predicting variables of primary school teachers' technology usage levels with CHAID analysis: Türkiye Case
    (2025) Şengül Saime Anagün; Anagün, Ahmet Sermet; Sedef Şengür
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    Article
    Citation - WoS: 6
    Citation - Scopus: 6
    Estimation of Biosurfactant Production Parameters and Yields Without Conducting Additional Experiments on a Larger Production Scale
    (Elsevier, 2022) Sarac, Tugba; Anagun, Ahmet Sermet; Ozcelik, Feristah; Celik, Pinar Aytar; Toptas, Yagmur; Kizilkaya, Busra; Cabuk, Ahmet
    In this study, a Plackett-Burman design was applied to investigate critical factors for surface tension. After adding a new factor called production scale, a central composite design (CCD) was constructed to examine nonlinear relations among factors and surface tension. An artificial neural network (ANN) was trained using data from CCD experiments. The ANN with the best structure of 5-6-1 was then tested with different unseen data sets. The predictions from ANN were within the 95% confidence interval (CI), even for a larger production scale, deter-mined by using the replicates. A genetic algorithm (GA) was developed to check how the values of the factors vary if the production scale was set to a user-defined value. Based on the validation experiments, it was observed that the 95% confidence interval of surface tension was 36.83 +/- 1.00 mN m-1 while pH 8, temperature 35 degrees C, incubation time 12 h, and amount of inoculum 2.30%, respectively, for the production scale of 600 mL. The proposed methodological approach with the integration of ANN and GA is considered to make a serious eco-nomic contribution as it allows predicting a proper setup for larger production scales without conducting additional experiments.
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    Conference Object
    Citation - Scopus: 6
    Intuitionistic Fuzzy C-Control Charts Using Fuzzy Comparison Methods
    (Springer Verlag, 2020) Ercan-Teksen H.; Anagün, Ahmet Sermet; Ercan-Teksen, Hatice
    Control chart is a quality branch that provides information about the process. Fuzzy logic theory is suitable especially for non-measurable data. Using of fuzzy sets for control charts is reasonable given that the data are subjective for qualitative control charts. For this reason, studies of fuzzy control charts are included in the literature. In the literature, fuzzy control charts are generally generated using ordinary fuzzy sets. There is no study about intuitionistic fuzzy control charts in the literature. However, in a process, especially for qualitative data, if some data are considered as intuitionistic fuzzy numbers, corresponding control charts should be created. First of all, within the purpose of this study, upper control limit and lower control limit will be created for intuitionistic fuzzy c-control charts. The other purpose of this study is to generate fuzzy control charts using the intuitionistic fuzzy comparison methods. © 2020, Springer Nature Switzerland AG.
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    Conference Object
    A Comprehensive Decision Support System for Family Physicians
    (Institute of Electrical and Electronics Engineers Inc., 2025) Simsek, Emre; Erkat, Fatma Ezgi; Korkmaz, Ilker; Anagun, Ahmet Sermet
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    Master Thesis
    Application of the Lean Six Sigma Methodology for Improving Long Term Maintenance Planning – Case Study
    (İzmir Ekonomi Üniversitesi, 2023) Işık Eroğlu, Merve; Anagün, Ahmet Sermet
    Günümüzün rekabetçi dünyasında, tüm çabalar mümkün olan en düşük maliyetle üretim hedeflerine ulaşmaya odaklanır ve mevcut makine/ekipmanlardan maksimum fayda sağlama ihtiyacını vurgular. Bu bağlamda etkili bakım stratejileri, bu amaca ulaşmak için kullanılacak ana araç haline gelmiştir. Bu çalışmada, CNC makinelerinin ve bileşenlerinin ömür analizini yapmak için bir jant şirketinin bakım verileri kullanılmıştır. Bakımda karar verme süreçleri Yalın Altı Sigma Metodolojisi uygulamaları ile desteklenmiştir. Örnek uygulamada, TÖAİK adımları tanımla, ölç, analiz et, iyileştir ve kontrol kullanılmıştır. Çalışmanın amacı, makinelerin tezgah ömür kaynaklı etki analizlerinin yapılarak, potansiyel iyileştirme alanlarının belirlenmesi ve bakım operasyonları için karar verme desteğinin sağlandığı bir alt yapı oluşturmaktır. Sonuç olarak, bu analiz, yaklaşık iki yıllık bir zaman diliminde arıza süresi ve sıklığına ilişkin bilgiler kullanılarak 30 CNC makinesi için gerçekleştirilmiştir.
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    Conference Object
    Citation - WoS: 8
    Citation - Scopus: 9
    Interval Type-2 Fuzzy C-Control Charts Using Likelihood and Reduction Methods
    (Springer, 2018) Ercan-Teksen, Hatice; Anagun, Ahmet Sermet
    Control charts, used in many areas, are important for providing information about the status of the product control. Control charts allow us observation of abnormal conditions about a product and/or a process. These situations usually need to be interpreted by an expert. At this point, fuzzy numbers can be beneficial in reducing the differences between experts' opinions and information loss. This is especially true for qualitative data, and for this reason, fuzzy numbers can be used to transform linguistic expressions into data. Although some recent studies have created control charts with fuzzy sets, most focused on type-1 fuzzy sets. Nevertheless, in real life, it may not always be possible to express these data as type-1 fuzzy sets; it may be more realistic to express some data as type-2 fuzzy sets. The purpose of this study is to create control charts using interval type-2 fuzzy numbers. Interval type-2 fuzzy control charts can be obtained by using different approaches, including defuzzification, centroid, type reduction and likelihood approaches. Comparisons are made between the interval type-2 fuzzy control charts and classical control charts. This study introduces likelihood method as a new approach to generate fuzzy control charts. The significant contribution of this paper to the relevant literature is that interval type-2 fuzzy set methods applied to different areas-such as likelihood, centroid, type reduction-are adapted to c-control charts for the first time.
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    Article
    Citation - WoS: 7
    Citation - Scopus: 8
    Intuitionistic Fuzzy C-Control Charts Using Defuzzification and Likelihood Methods
    (Ios Press, 2020) Ercan-Teksen, Hatice; Anagun, Ahmet Sermet
    Control chart is one of the statistical methods to analyze the process. The use of fuzzy sets in control charts, which are divided into qualitative and quantitative data, has been applied in many studies recently. Especially for qualitative control charts, data collection is more difficult and more subjective. Therefore, fuzzy sets are used to reduce losses in data. There are many control chart studies created by type-1 fuzzy sets available in the literature. In recent years, examples of fuzzy control charts with extensions of fuzzy sets have been found. The aim of this study is to obtain c-control chart for intuitionistic fuzzy sets. For this purpose, defuzzification and likelihood methods are used. In particular, with the application of the likelihood method to intuitionistic fuzzy control charts, this will be considered as a pioneering study in the literature. In addition, a novel likelihood method was developed for intuitionistic fuzzy sets and used here to provide flexibility.
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    Master Thesis
    An Application for the Evaluation of Clustering Analysis in Data Mining
    (İzmir Ekonomi Üniversitesi, 2020) Aktaş, Tanzer; Anagün, Ahmet Sermet
    Veri madenciliği teknikleri son zamanlarda gelişmiş ve bir çok alanda kullanılmaya başlanmıştır. Gerek yazılım gerek donanım olsun, gelişmekte olan bilişim teknolojisi araçlarının bu konuda önemli bir rolü vardır. Gelişen teknoloji araçlarıyla büyük miktarda veri içerisinden, saklı kalmış, değerli, kullanılabilir bilgileri ortaya çıkarmak ve stratejik kararlara destek sağlamak amacıyla kullanılan veri madenciliği; büyük miktarda verilerle ilgili sorun alanlarına yanıt bulmayı başarmıştır. Veri madenciliği yöntemlerinden biri olan kümeleme analizinin de son yıllarda kullanımı artmıştır.Artışla birlikte pazarlama, biyoloji, bankacılık, sigortacılık, borsa, perakendecilik, telekomünikasyon, genetik, sağlık, bilim ve mühendislik, kriminoloji, sağlık, endüstri, istihbarat, eğitim vb. birçok dalda uygulamaları görülmektedir. Özellikle K-means algoritması ve Hiyerarşik kümeleme yöntemleri en çok kullanılan kümeleme analizi yöntemlerinden olmuşlardır. Bu çalışmada madde analizi yardımı ile kümeleme analizi yöntemlerinden K-Means Algoritması ve Hiyerarşik Kümeleme Yöntemleri kullanılarak bir eğitim kurumunun verileri ile bir kümeleme analizi uygulaması yapılmıştır.
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    Master Thesis
    Bibliometric Analysis of Articles Published in the Field of Materials Planning and Estimation of Trends Using Growth Models
    (İzmir Ekonomi Üniversitesi, 2023) Silyanaki, Ezgi; Anagün, Ahmet Sermet
    Bu çalışmada MRP, SAP ve ERP anahtar kelimeleri için bibliyografik veri tabanları yardımı ile metin madenciliği uygulaması olan VOSviewer programından alınan verilerin istatiksel analizi yapılmıştır. Bu kapsamında çalışmada öncelikle, Kurumsal Kaynak Planlaması kavramı, gelişimi, kurumsal kaynak planlaması yazılımının özellikleri, avantajları, işletme performansına etkileri, ERP uygulamaları, ERP yazılımları, Teknik özellikleri, fonksiyonel özellikleri, kullanım amaçları, SAP tarihçesi, SAP kullanım amaçları, ürünleri, SAP modülleri ve entegrasyonu ele alınmıştır. Çalışmada daha sonrasında metin madenciliği hakkında bilgiler verilmiş, Vosvierwer uygulaması ve kullanımı hakkında bilgiler aktarılmıştır. Son olarak konu kapsamında yapılan çalışmalar ve literatür Gompertz büyüme eğrisi ile Pearl büyüme eğrisi ile desteklenmiştir.