Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

New carpet pattern design with deep learning

JOURNAL OF ENGINEERING RESEARCH, vol.1, no.1, pp.1, 2022 (SCI-Expanded)

Logistics performance index estimating with artificial intelligence

INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS, vol.1, no.1, pp.1, 2022 (SSCI)

MANAGING PRODUCTION PROCESS IN A PET RESIN INDUSTRY USING DATA MINING AND GENETIC PROGRAMMING

INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, vol.29, no.5, pp.607-617, 2022 (SCI-Expanded) identifier identifier

A bibliometric analysis of neuromarketing studies"

JOURNAL OF ENGINEERING RESEARCH, vol.1, pp.1-2, 2021 (SCI-Expanded)

Rule extraction for tram faults via data mining for safe transportation

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, vol.116, pp.568-579, 2018 (SCI-Expanded) identifier identifier

A DECISION MAKING PROCESS APPLICATION FOR THE SLURRY PRODUCTION IN CERAMICS VIA FUZZY CLUSTER AND DATA MINING

JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, vol.8, no.2, pp.285-297, 2012 (SCI-Expanded) identifier identifier

TÜRKİYE’DE BİR HAVAYOLU İŞLETMESİNE AİT PARÇA SÖKÜM RAPORLARINA İLİŞKİN VERİ MADENCİLİĞİ UYGULAMASI

Gazi Üniv. Müh. Mim. Fak. Der. J. Fac. Eng. Arch. Gazi Univ., vol.24, pp.73-78, 2009 (SCI-Expanded)

Articles Published in Other Journals

Kamu Kurum ve Kuruluşları İçin Ortak Strateji Belirlemede Bir Karar Destek Sürec

Avrupa Bilim ve Teknoloji Dergisi, vol.24, pp.436-444, 2021 (Peer-Reviewed Journal)

Case Study for Getting Probability Distributions of Some Basic Construction Activities

European Journal of Science and Technology, pp.137-143, 2020 (Peer-Reviewed Journal)

NÖROPAZARLAMA UYGULAMALARINDA ÜRÜN GRUBU VE SEKTÖR SEÇİMİ

Academic Platform Journal of Engineering and Science, pp.199-207, 2020 (Peer-Reviewed Journal)

POLICY OPTIMIZATION ON A MANUFACTURING COMPANY IN RAPID GROWTH: A CASE STUDY

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, vol.36, no.3, pp.693-703, 2018 (ESCI) identifier

A DECISION SUPPORT SYSTEM BY ANALYSIS OF THE MEETING REPORTS

SAKARYA UNIVERSITY JOURNAL OF SCIENCE, vol.22, no.2, pp.1, 2018 (Peer-Reviewed Journal)

Geri Dönüşüm Sektörüne İlişkin Sorun Alanlarının Dematel ve Gri DematelYöntemiyle Değerlendirilmesi

Sakarya Üniversitesi Fen Bilimleri Enstitü Dergisi, vol.22, pp.1, 2018 (Peer-Reviewed Journal) Creative Commons License

Data Mining Approach For Prediction Of Fruit Color Properties

Atatürk Üniversitesi Ziraat Fakültesi Dergisi, vol.49, no.1, pp.37-43, 2018 (Peer-Reviewed Journal)

Strategy development with SWOT analysis on manufacturing companies in rapid growth: A ceramic industry application

New Trends and Issues Proceedings on Humanities and Social Sciences, vol.4, no.10, pp.1-12, 2017 (Peer-Reviewed Journal)

TOPLANTI TUTANAKLARININ ANALİZİ İLE BİR KARAR DESTEK SİSTEMİ

Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.22, no.2, pp.257-268, 2017 (Peer-Reviewed Journal)

Determination of Best Military Cargo Aircraft with Multi-Criteria Decision-Making Techniques

MANAS Sosyal Araştırmalar Dergisi, vol.5, no.5, pp.87-101, 2016 (Peer-Reviewed Journal)

Bankacılık Sektöründe Müşteri Değerlendirme Kriterleri Seçiminde Örnek Bir Karar Verme Süreci

Nevşehir Bilim ve Teknoloji dergisi, vol.5, no.2, pp.167-184, 2016 (Peer-Reviewed Journal)

Bir tekstil sanayi sevkiyat bölümünde R’WOT analizi uygulaması

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.29, no.3, pp.247-253, 2013 (Peer-Reviewed Journal)

A’WOT analizi-Erciyes Üniversitesi Endüstri Mühendisliği Bölümü uygulaması

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.26, no.4, pp.369-378, 2010 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

TEKNİK ELEMAN YETİŞTİRMEDE EĞİTİM ŞARTLARININ ÖĞRENCİLER ÜZERİNDEKİ ETKİLERİNİN İNCELENMESİ

International Conference on Access to Recent Advances inEngineering and DigitalizationARACONF 2020, 5 - 07 March 2020

Case Study for Getting Probability Distributions of Some Basic Construction Activities

International Conference on Access to Recent Advances in Engineering and Digitalization, 5 - 07 March 2020

High Technology Export Of CountriesComparison With Data Envelopment Analysis

4th International Symposium on InnovativeApproaches in Engineering and Natural Sciences, 22 - 24 November 2019

A Data Mining Approach toProduction Management Decision In Polymer Industry

10th International Symposium onIntelligent Manufacturing and Service Systems, 9 - 11 September 2019

ISI YALITIM LEVHASI ÜRETİMİ ŞİŞİRME PROSESİNDE BONCUK YOĞUNLUĞUNUN TAHMİNİ

III. INTERNATIONALSCIENTIFIC AND VOCATIONALSTUDIES CONGRESS – ENGINEERING(BILMES EN 2019), 27 - 30 June 2019

Freze Bıçağı ile Kesim Yönteminin Daire Tipi Testere Makinesinde Uygulanabilmesi İçin Bir Aparat Geliştirilmesi

III. INTERNATIONALSCIENTIFIC AND VOCATIONALSTUDIES CONGRESS – ENGINEERING(BILMES EN 2019), 27 - 30 June 2019

Overview Of Project Management In Construction Sector

5th INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES, 12 - 16 June 2019

Analysis Of Quality Errors During The Bed Production Process

5TH INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES, Praha, Czech Republic, 12 June - 16 October 2019, pp.194-201 Creative Commons License Sustainable Development

ANALYSIS OF QUALITY ERRORSDURİNG THE BED PRODUCTİONPROCESS

5TH INTERNATIONAL CONFERENCE ONENGINEERING AND NATURAL SCIENCES, 12 - 16 June 2019

Fruit Mass Estimator Based on Physical Attributes by Feed Forward Neural Network

INTERNATIONAL CONGRESS ON ENGINEERING AND LIFE SCIENCE, Kastamonu, Turkey, 26 April - 29 December 2018, vol.1, pp.508

Usage Of The Facial Action Coding System ToPredict Costumer Gender Profile: A NeuroMarketing Application In TURKEY

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Ankara, Turkey, 19 - 21 October 2018

Selecting The Best Hotel Using The Fuzzy-Moora Method With aNew Combined Weight Approach

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Ankara, Turkey, 19 - 21 October 2018

Usage of the Facial Action Coding System to predict customer gender profile: A neuro marketing application in TURKEY

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Ankara, Turkey, 19 - 21 October 2018

VERİ MADENCİLİĞİ İLE ELMALARIN RENK ÖZELLİKLERİNİ TANIMLAMA

II. INTERNATIONALSCIENTIFIC AND VOCATIONALSTUDIES CONGRESS (BILMES 2018), 5 - 08 July 2018

MEYVELERDE FİZİKSEL ÖZELLİKLERİN TAHMİNİ

II. International Scientific and Vocational Studies Congress, Nevşehir, Turkey, 5 - 08 July 2018, pp.415

PREDICTION OF DAMAGE PARAMETERS OF 3PLS COMPANIES USING ARTIFICIAL NEURAL NETWORKS

II. International Scientific and Vocational Studies Congress, Nevşehir, Turkey, 5 - 08 July 2018, vol.1, pp.784-788

USAGE OF ARTIFICIAL NEURAL NETWORK AS A TOOL OFTECHNOLOGY DIFFISUON MODELLING

4 T H I N T E R N A T I O N A L C O N F E R E N C E O NE N G I N E E R I N G A N D N A T U R A L S C I E N C E S, kiev, Ukraine, 2 - 06 May 2018

PREDICTON THE KERNEL WEIGHT OF THE ALMOND NUT VIA FINDLAWS ENGINE

IV INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES (ICENS), 2 - 06 May 2018

REVERSE LOGISTICS NETWORK DESIGN FOR THE RECYCLING OFLIQUID SOLID WASTES

IV INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES (ICENS), 2 - 06 May 2018

A Neuromarketing Application in TURKEY

ICENS-4. International Conference on Engineering and Natural Science, Kiev, Ukraine, 2 - 06 May 2018, pp.1232

Reverse Logistic Network Design for Recycling of Solid Wastes

ICENS-4. International Conference on Engineering and Natural Science, Kiev, Ukraine, 2 - 06 May 2018, pp.1233

Artificial Neural Network Structures to Forecast Physical Attributes of Different Agricultural Products

INTERNATIONAL CONGRESS ON ENGINEERING AND LIFE SCIENCE, Kastamonu, Turkey, 26 - 29 April 2018, vol.1, pp.382

PRODUCT QUALITY IMPROVEMENT IN PATENTING PROCESS WITH RESPONSE SURFACE METHODOLOGY

International Conference on Engineering Technologies (ICENTE’17), Konya, Turkey, 7 - 09 December 2017

Classification of damages with data mining in A 3PL company

4th International Conferenceon Pure and Applied Sciences: Renewable Energy, İstanbul, Turkey, 23 - 25 November 2017

İNŞAAT SEKTÖRÜ İÇİN BULANIK RİSK ANALİZİ

I. International Scientific and Vocational Studies Congress, Nevşehir, Turkey, 5 - 08 October 2017

Fuzzy Risk Analysis for Construction Projects

2017 INFORMS ANNUAL MEETING, Houston (Texas), United States Of America, 22 - 25 October 2017

DESIGN OF NEURAL NETWORK ESTIMATOR FOR THE PHYSICAL PROPERTIES OF ALMOND NUTS

INTERNATIONAL CONFERENCE ON ADVANCES IN SCIENCE: ICAS2017, İstanbul, Turkey, 13 - 15 September 2017, pp.146

Weight Prediction of Maras-18 Walnut (Juglans regia L.) Cultivar Using Modular and Radial Basis Neural Networks

International Conference on Agriculture, Forest, Food,Sciences and Technologies, Nevşehir, Turkey, 15 - 17 May 2017, pp.283

Radial Basis Neural Networks (RBNN) for the Weight Prediction of Walnut (Juglans regia L.) Cultivars

International Conference on Agriculture, Forest, Food,Sciences and Technologies, Nevşehir, Turkey, 15 - 17 May 2017, pp.230

Adaptive Neuro-Fuzzy Inference System (ANFIS) Approach for Prediction of the Colour Features of Apple Fruits

International Conference on Agriculture, Forest, Food,Sciences and Technologies, Nevşehir, Turkey, 15 - 17 May 2017, pp.180

Potential Use of General Regression Neural Network to Estimate Colour Parameters of Apples

International Conference on Agriculture, Forest, Food,Sciences and Technologies, Nevşehir, Turkey, 15 - 17 May 2017, pp.272

Strategy development with swot analysis on manufacturing Companies in rapid growth: a ceramic industry application

4th World Conference on Business, Economics and Management, WCBEM, Girne, Cyprus (Kktc), 4 - 06 May 2017, pp.1-2

Bir kimya işletmesinde kapasite kullanım oranlarına göre talep tahmini uygulaması

1st International MediterraneanSCIENCE AND ENGINEERING CONGRESS, Adana, Turkey, 26 - 28 October 2016

FUZZY DECISION-MAKING OF A PROCESS FOR QUALITY MANAGEMENT

MOD 2016 - The Second International Workshop on Machine Learning, Optimization and Big Data, Tuscany, Italy, 26 - 29 September 2016, pp.1

APPLICATION OF MOORA METHOD FOR EVALUATING SERVICE QUALITY AND SELECTION THE BEST HOTEL IN HOTEL INDUSTRY

MOD 2016 - The Second International Workshop on Machine Learning, Optimization and Big Data, Tuscany, Italy, 26 - 29 September 2016, pp.1

Selection of Military Cargo Aircraft with Multi-Criteria Decision-Making Techniques

7th International Congress on Entrepreneurship, Bişkek, Kyrgyzstan, 12 May - 14 July 2016, pp.1-10

Sürdürülebilir Üretim Stratejilerinin Yalın Tekniklerle Değerlendirilmesi

35. Yöneylem Araştırması ve Endüstri Mühendisliği Kongresi, Ankara, Turkey, 9 - 11 September 2015, pp.200 Sustainable Development

EVALUATION OF MEETING PROCEEDINGS VIA TEXT MINING

INFORMS Annual Meeting 2014, San Francisco, United States Of America, 9 - 12 November 2014

Customer satisfaction research on public transport systems and environmental aspects of satisfaction in public transport

Locate full-text(opens in a new window)| Export | Download | Add to List | More... CIE 2014 - 44th International Conference on Computers and Industrial Engineering and IMSS 2014 - 9th International Symposium on Intelligent Manufacturing and Service Systems, Joint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems", İstanbul, Turkey, 14 - 16 October 2014, pp.1072-1079

İş sağlığı ve güvenliğinde AHP ile Risk Analizi Uygulaması

Yöneylem araştırması ve Endüstri Mühendisliği Ulusal Kongresi, Bursa, Turkey, 25 - 27 June 2014, pp.39

Performance improvement of international airlines' websites

OPT-i 2014 - 1st International Conference on Engineering and Applied Sciences Optimization, Kos İsland, Greece, 4 - 06 June 2014, pp.2267-2283

En önemli departman seçiminde Swot ile Çok kriterli karar verme yöntemlerinin kombinasyonu: Bir uygulama

13. Üretim araştırmalara sempozyumu (ÜAS’13), Sakarya, Turkey, 25 December - 27 September 2013, vol.1, pp.456-475

Swot analizinde çok kriterli karar verme-bir uygulama

Yöneylem Araştırması ve Endüstri Mühendisliği 33. Ulusal Kongresi (YAEM 2013), İstanbul, Turkey, 26 - 28 June 2013, pp.307

Veri madenciliği teknikleriyle tramvay arıza kayıtlarından kural çıkarımı

Yöneylem Araştırması ve Endüstri Mühendisliği 32. ulusal kongresi, İstanbul, Turkey, 1 - 04 June 2012, pp.1-10

Comparison of polyanalyst prediction techniques using different data sets

Locate full-text(opens in a new window)| Export | Download | Add to List | More... 24th Mini EURO Conference on Continuous Optimization and Information-Based Technologies in the Financial Sector, MEC EurOPT 2010, İzmir, Turkey, 23 June - 26 October 2010, pp.248-253

Experimental Design in Ceramics Production

The Impact of University and SMEs Cooperation on Employment, Turkey, 1 - 04 June 2009

Data Mining in Ceramics Production

The Impact of University and SMEs Cooperation on Employment, Turkey, 1 - 04 June 2009

Decision Making Using an Analytic Network Process (ANP) Approach for Performance Evaluation

Innovative Approaches to UniversitySmall and Medium Enterprises (SMES) Cooperation, Workshop I, Lithuania, 19 - 20 March 2009

Preprosessing In Data Mining Applications

Innovative Approaches to UniversitySmall and Medium Enterprises (SMES) Cooperation, Workshop I, Lithuania, 19 - 20 March 2009

Classification With Decision Trees And Polyanalyst’s Decision Tree Engine,

Innovative Approaches to UniversitySmall and Medium Enterprises (SMES) Cooperation, Workshop I, Lithuania, 19 - 20 March 2009

Data Mining Recent Applications in Manufacturing Systems

Innovative Approaches to UniversitySmall and Medium Enterprises (SMES) Cooperation, Workshop I, Lithuania, 19 - 20 March 2009

A Data Minig Software: Polyanalyst

Innovative Approaches to UniversitySmall and Medium Enterprises (SMES) Cooperation, Workshop I, Lithuania, 19 - 20 March 2009

Enerji tüketimine etki eden faktörlerin belirlenmesine ilişkin farklı modelleme yaklaşımları

Yöneylem Araştırması ve Endüstri Mühendisliği 28. ulusal kongresi, İstanbul, Turkey, 30 June - 02 July 2008

Feature Selection and Preprocessing Application On Component Reports Of An Airline Company in Turkey

HDM-2008, International Conference on Multivariate Statistical Modeling And High Dimensional Data Mining, Kayseri, Turkey, 19 - 23 June 2008, pp.48

Bir tekstil işletmesinde kalite iyileştirmeye yönelik veri madenciliği uygulaması

ÜAS'2007: Ulusal Üretim Araştırmaları Sempozyumu, Ankara, Turkey, 15 - 17 November 2007, pp.59

Seramik üretiminde veri madenciliği

7. Ulusal Üretim Araştırmaları Sempozyumu, Ankara, Turkey, 15 - 17 November 2007

Karınca koloni optimizasyonu ile yapay sinir ağlarından sınıflandırma kuralları çıkarımı

YA/EM 2007: Yöneylem Araştırması / Endüstri Mühendisliği 27. Ulusal Kongresi, İzmir, Turkey, 2 - 04 July 2007, pp.967-972

Havayolu işletmeleri için tehir raporlarında veri madenciliği uygulaması

YA/EM: 2007, Yöneylem Araştırması/Endüstri Mühendisliği 27. Ulusal Kongresi, İzmir, Turkey, 2 - 04 July 2007, pp.1195-1200

İşletme performansına etki eden faktörlerin belirlenmesinde veri madenciliği yaklaşımı

USIS'2007, Üniversite-Sanayi İşbirliği Sempozyumu, Sakarya, Turkey, 5 - 07 June 2007, pp.218-225

Havacılık uçuş güvenliğinde bir veri madenciliği uygulaması

Hasem'06 Kayseri VI. Havacılık Sempozyumu, Nevşehir, Turkey, 12 - 14 May 2006, pp.546-549

Dairesel cepli hidrostatik+hidrodinamik yataklarda sürtünme güç kaybı

YA/EM’2005: Yöneylem Araştırması ve Endüstri Mühendisliği 25. Ulusal Kongresi, İstanbul, Turkey, 4 - 06 July 2005, pp.37

Dairesel cebli HidrostatikHidrodinamik Yataklarda Sürtünme Kaybı

YA-EM 2005 25. Ulusal KOngre 04-06 Temmuz KOÇ Üniversitesi, Turkey, 4 - 06 July 2005

Seramik Üretiminde Hamur Kalitesinin Bulanık Sistem Yöntemi İle Belirlenmesi

IV. Endüstri-İşletme Mühendisliği Kurultayı, Denizli, Turkey, 12 - 13 December 2003, pp.255-269

Books & Book Chapters

FUZZY DECISION-MAKING OF A PROCESS FOR QUALITY MANAGEMENT

in: Machine Learning, Optimization, and Big Data: Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers, Panos M Pardalos, Piero Conca, Giovanni Giuffrida, Giuseppe Nicosia, Editor, Springer, Volterra, pp.353-378, 2016

A SWOT- FAHP APPLICATION FOR A TEXTILE FIRM IN TURKEY

in: Enterprise Business Modeling, Optimization Techniques, and Flexible Information Systems, Papajorgji P., Guimarães A. M., Guarracino M. , Editor, Igı Global, Pennsylvania, pp.45-57, 2013

Informational Data Mining: A Survey from 2000 to 2010

in: Enterprise Business Modeling, Optimization Techniques, and Flexible Information Systems, Papajorgji P., Guimarães A. M., Guarracino M. , Editor, Igı Global, Pennsylvania, pp.58-65, 2013

Fuzzy Combinatorial Optimization Problems

in: Handbook of Combinatorial Optimization, Panos M. Pardalos, Ding-Zhu Du,Ronald L. Graham , Editor, Springer-Verlag , New York, pp.1357-1413, 2013