Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

The Weber problem in congested regions with entry and exit points

COMPUTERS & OPERATIONS RESEARCH, vol.62, pp.177-183, 2015 (SCI-Expanded) identifier identifier

A probabilistic multiple criteria sorting approach based on distance functions

EXPERT SYSTEMS WITH APPLICATIONS, vol.42, no.7, pp.3610-3618, 2015 (SCI-Expanded) identifier identifier

The planar hub location problem: a probabilistic clustering approach

ANNALS OF OPERATIONS RESEARCH, vol.211, no.1, pp.193-207, 2013 (SCI-Expanded) identifier identifier

A generalized Weiszfeld method for the multi-facility location problem

OPERATIONS RESEARCH LETTERS, vol.38, no.3, pp.207-214, 2010 (SCI-Expanded) identifier identifier

Contour approximation of data: A duality theory

LINEAR ALGEBRA AND ITS APPLICATIONS, vol.430, no.10, pp.2771-2780, 2009 (SCI-Expanded) Creative Commons License identifier identifier

Probabilistic D-clustering

JOURNAL OF CLASSIFICATION, vol.25, no.1, pp.5-26, 2008 (SCI-Expanded) identifier identifier

PROBABILISTIC DISTANCE CLUSTERING ADJUSTED FOR CLUSTER SIZE

PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, vol.22, no.4, pp.603-621, 2008 (SCI-Expanded) Creative Commons License identifier identifier

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Mixed integer programming and heuristics approaches for clustering with cluster-based feature selection

2019 INFORMS ANNUAL MEETING, Washington, United States Of America, 20 - 23 October 2019, pp.1

Kümeleme Probleminde Küme Bazlı Öznitelik Secimi

39. Yoneylem Arastirmasi ve Endustri Muhendisligi Kongresi, Ankara, Turkey, 12 - 14 June 2019, pp.1

Engineering Effort Estimation for Product Development Projects

IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Maicao, Colombia, 15 - 18 December 2019, pp.774-778 identifier identifier

Genetic Algorithm for Planar Capacitated Single Allocation Hub Location Problem

Informs Annual Meeting, 2018, Arizona, United States Of America, 4 - 07 November 2018, pp.1

Probabilistic Distance Clustering on Networks

INFORMS Annual Meeting, 2018, Arizona, United States Of America, 4 - 07 November 2018, pp.1

Aglarda Yumusak Kumelem Problemleri ve Metaszgisel Cozum Yaklasimi

38. YA/EM Ulusal Kongresi, Eskişehir, Turkey, 26 - 29 June 2018, pp.1

Feature Weighting Problem in k-Nearest Neighbor Classifier and Evolutionary Solution Approach

12TH INFORMS WORKSHOP ON DATA MINING DECISION ANALYTICS WORKSHOP, Houston, United States Of America, 21 October 2017

A Location Problem for Emergency Healthcare Facilites

OR2017, International Conference on Operations Research – Annual Conference of the German Operations Research Society, 06 September 2016 - 08 September 2017

A Location Problem for Emergency Healthcare Facilities

INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH, 6 - 08 September 2017

Kapasite Kisitli Merkez Secimi Problemi icin Genetik Algoritma

37. YÖNEYLEM ARAŞTIRMASI VE ENDÜSTRİ MÜHENDİSLİĞİ ULUSAL KONGRESİ, Turkey, 5 - 07 July 2017

Location analysis of emergency vehicles using an approximate queueing model

19th European-Operational-Research-Societies Working Group on Transportation Meeting (EWGT), İstanbul, Turkey, 5 - 07 September 2016, vol.22, pp.430-439 identifier identifier

Dynamic clustering of multiple multivariate time series Application to climate data

The 22nd International Conference on Computational Statistics, Oviedo, Spain, 23 - 26 August 2016

The Two echelon Freight Transportation Network in City Logistics

28th European Conference on Operational Research, Poznan, Poland, 3 - 06 July 2016 Sustainable Development

A Supervised Biclustering Optimization Model for Feature Selection in Biomedical Dataset Classification

1st International Conference on Data Mining and Big Data (DMBD), Balvi, Latvia, 25 - 30 June 2016, vol.9714, pp.196-204 Sustainable Development identifier identifier

Applying data mining techniques to detect abnormal flight characteristics

Conference on Machine Intelligence and Bio-Inspired Computation - Theory and Applications X, Maryland, United States Of America, 20 April 2016, vol.9850 identifier identifier

Facilitating adoption of Enterprise Resource Planning (ERP) systems: The state of the art

18th Americas Conference on Information Systems 2012, AMCIS 2012, Seattle, WA, United States Of America, 9 - 12 August 2012, vol.4, pp.3037 identifier

SEASONAL VARIATION OF TURKEY: A CONSENSUS CLUSTERING APPROACH

10th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), İstanbul, Turkey, 26 - 29 August 2012, vol.7, pp.913-918 identifier identifier

UNCERTAINTY AND A NEW MEASURE FOR CLASSIFICATION UNCERTAINTY

10th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), İstanbul, Turkey, 26 - 29 August 2012, vol.7, pp.925-930 identifier

Books & Book Chapters

Location Problems with Demand Regions

in: Global Logistics Management, Kara Bahar Y., Sabuncuoğlu İhsan, Bidanda Bopaya, Editor, CRC Press, pp.237-252, 2014

Determining the Climate Zones of Turkey by Center-Based Clustering Methods

in: Nonlinear and Complex Dynamics: Applications in Physical Biological and Financial Systems, J.A. Tenreiro Machado,Baleanu,D. and A. Luo, Editor, Springer, London/Berlin , London, pp.171-178, 2011

Probabilistic Distance Clustering, Theory and Applications

in: Clustering Challenges in Biological Networks, S. Butenko,W. A. Chaovalitwongse,P. Pardolos, Editor, World Scientific Publishing , Singapore, pp.29-51, 2009

Recent Advances in Optimization Models for Data Mining: Clustering, Feature Selection and Classification

in: Data Mining and Mathematical Programming (CRM Proceedings & Lecture Notes, Book 45), P. Hansen,P. M. Pardalos, Editor, American Mathematical Society, New-York, pp.67-95, 2008