Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

An XGBoost-lasso ensemble modeling approach to football player value assessment

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, vol.39, no.5, pp.6303-6314, 2020 (Journal Indexed in SCI) Sustainable Development identifier identifier

Public investment in care services in Turkey: Promoting employment & gender inclusive growth

JOURNAL OF POLICY MODELING, vol.41, no.6, pp.1210-1229, 2019 (Journal Indexed in SSCI) Sustainable Development identifier identifier

Monitoring Brand Performance Based on Household Panel Indicators Using a Fuzzy Rank-based Oreste Methodology

Journal Of Multiple-Valued Logic And Soft Computing, vol.31, pp.443-467, 2018 (Journal Indexed in SCI Expanded)

Promoting investment in the Turkish construction sector: a structural path analysis

ECONOMIC SYSTEMS RESEARCH, vol.30, no.3, pp.422-438, 2018 (Journal Indexed in SSCI)

REGIONAL EMPLOYMENT GENERATION POTENTIAL OF THE TURKISH LABOR MARKET: AN INTER-SECTORAL PERSPECTIVE

TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, vol.23, no.5, pp.726-741, 2017 (Journal Indexed in SSCI) Sustainable Development identifier identifier

Performance comparison based on customer relationship management using analytic network process

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.8, pp.9788-9798, 2011 (Journal Indexed in SCI) identifier identifier

An integrated fuzzy AHP-ELECTRE methodology for environmental impact assessment

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.7, pp.8553-8562, 2011 (Journal Indexed in SCI) Sustainable Development identifier identifier

Fuzzy multiple criteria forestry decision making based on an integrated VIKOR and AHP approach

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.6, pp.7326-7333, 2011 (Journal Indexed in SCI) Sustainable Development identifier identifier

A FUZZY APPROACH TO E-BANKING WEBSITE QUALITY ASSESSMENT BASED ON AN INTEGRATED AHP-ELECTRE METHOD

TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, vol.17, no.2, pp.313-334, 2011 (Journal Indexed in SSCI) identifier identifier

Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.6, pp.6577-6585, 2011 (Journal Indexed in SCI) identifier identifier

Multi attribute Evaluation of Website Quality in E business Using an Integrated AHP TOPSIS Methodology

International Journal of Computational Intelligence Systems, vol.3, no.3, pp.301-314, 2010 (Journal Indexed in SCI Expanded)

Modeling Toothpaste Brand Choice An Empirical Comparison of Artificial Neural Networks and Multinomial Probit Model

International Journal of Computational Intelligence Systems, vol.3, no.5, pp.674-687, 2010 (Journal Indexed in SSCI)

Articles Published in Other Journals

Unraveling the energy use network of construction sector in Turkey using structural path analysis

International Journal of Energy Economics and Policy, vol.7, no.1, pp.31-43, 2017 (Refereed Journals of Other Institutions) Sustainable Development identifier

Facility Location Selection in Reverse Logistics Using a Type-2 Fuzzy Decision Aid Method

SUPPLY CHAIN MANAGEMENT UNDER FUZZINESS: RECENT DEVELOPMENTS AND TECHNIQUES, vol.313, pp.591-606, 2014 (Refereed Journals of Other Institutions) Sustainable Development identifier identifier

İnsaat Kesimi İstihdam mı Yaratıyor Dısalımı mı Uyarıyor

Ekonomi-tek, vol.2, pp.23-46, 2013 (Other Refereed National Journals) Sustainable Development

Brand choice modeling based on diary mode panel data: A model of choice decision in turkish cola market

Journal of Euromarketing, vol.18, no.2, pp.101-114, 2009 (Refereed Journals of Other Institutions) identifier

Refereed Congress / Symposium Publications in Proceedings

Customer Churn Prediction in FMCG Sector Using Machine Learning Applications

8th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021 held in conjunction with International Joint Conference on Artificial Intelligence, IJCAI 2020, Virtual, Online, 7 - 08 January 2021, vol.614, pp.82-103 identifier identifier

Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 - 23 July 2020, vol.1197, pp.71-78 identifier

Exploration of the Waves of Feminism Using Sentiment Based Text Mining Techniques

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 July 2020, vol.1197, pp.850-857 Sustainable Development identifier

Click Prediction in Digital Advertisements: A Fuzzy Approach to Model Selection

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 July 2020, pp.213-220 identifier

Influencer Identification System Design Using Machine Learning Techniques

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 - 23 July 2020 identifier

Container Terminal Workload Modeling Using Machine Learning Techniques

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 July 2020, vol.1197, pp.1149-1155 identifier

Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Turkey, 21 July 2020, vol.1197, pp.79-86 identifier

Mobile service experience prediction using machine learning methods Makine Öǧrenmesi Yöntemleriyle Mobil Servis Deneyimi Tahmini

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4 identifier

Evaluation of Alternative Energy Scenarios for Turkey using Bayesian Network Analysis

International Symposium on Energy System Optimization, ISESO 2015, Heidelberg, Germany, 9 - 10 November 2015

Investing in Social Care Services A Strategy for Inclusive Growth

14th International Annual Conference of the Middle Eastern Economics Association (MEEA), 23 - 25 March 2015 Sustainable Development

Investing in Social Care A Strategy for Inclusive Growth

14th International Conference of the Middle Eastern Economics Association, 23 - 25 March 2015 Sustainable Development

Regional Employment Generation Potential of the Turkish Labor Market

Third International Conference on Economics, ICE-TEA, İzmir, Turkey, 1 - 03 November 2012

Import Dependency Effects of the Turkish Construction Sector A Structural Path Analysis Approach

Third International Conference on Economics, ICE-TEA, İzmir, Turkey, 1 - 03 November 2012

An Empirical Model of Brand choice in Turkish Snacks Market

EBES 2009 Conference, İstanbul, Turkey, 1 - 02 June 2009

A Market Share Prediction Model Based on Household Panel Data

INFORMS Marketing 2007 Conference, Singapore, 26 - 30 June 2007