Assoc. Prof. CEM İYİGÜN

Academic Titles

2021 - Continues Professor

Middle East Technical University, Faculty Of Engineering, Department Of Industrial Engineering
2015 - 2020 Associate Professor

Middle East Technical University, Faculty Of Engineering, Department Of Industrial Engineering
2009 - 2015 Assistant Professor

Middle East Technical University, Faculty Of Engineering, Department Of Industrial Engineering
1999 - 2002 Research Assistant

Rutgers, The State University of New Jersey, New Brunswick Campus, Graduate School , Rutgers Center For Operations Research

Managerial Experience

2020 - Continues Program Koordinatörü

Middle East Technical University, Graduate School of Natural and Applied Sciences, Engineering Management
2017 - 2020 Head of Department

Middle East Technical University, Graduate School of Natural and Applied Sciences, Operational Research
2017 - 2020 Deputy Head of Department

Middle East Technical University, Faculty of Engineering, Department of Industrial Engineering

Courses

Postgraduate Systems and Organization

Advising Theses

An evolutionary algorithm to the two-echelon location routing problems with hard time windows

İyigün C. (Co-Consultant), Süral H.

M.MÜSLİM(Student), Postgraduate, 2021
K-median clustering algorithms for time series data

İyigün C. (Consultant)

G.YİĞİT(Student), Postgraduate, 2021
Dimension reduction for tree-structured data

Tural M. K. , İyigün C. (Co-Consultant)

E.DURAK(Student), Postgraduate, 2021
Two-Mode Probabilistic Distance Clustering

İyigün C. (Consultant)

Y.CANER(Student), Postgraduate, 2021
Location-routing and synchronization problems in city logistics

İyigün C. (Co-Consultant), Süral H.

M.SALEH(Student), Doctorate, 2020
SPAM DETECTION BY USING NETWORK AND TEXT EMBEDDING APPROACHES

İyigün C. (Consultant), Durahim A. O. (Co-Consultant)

C.MERVE(Student), Postgraduate, 2019
Mixed integer programming and heuristics approaches for clustering with cluster-based feature selection

İyigün C. (Consultant)

S.ÖNEN(Student), Postgraduate, 2019
A Unified Approach for Center-Based Clustering Problems on Networks

İYİGÜN C. (Consultant)

D.İPEK(Student), Postgraduate, 2019
Optimization Approaches for Classification and Feature Selection Using Overlapping Hyperboxes

İYİGÜN C. (Co-Consultant), ÖZDEMİREL N. E. (Co-Consultant)

D.AKBULUT(Student), Doctorate, 2019
Open-loop reverse logistics network design of waste of electric and electronic equipment by consideration of hazardous materials

Süral H., İyigün C. (Co-Consultant)

T.MOHAMMADI(Student), Postgraduate, 2019
Neighborhood construction-based multi-objective evolutionary clustering algorithm with feature selection

İYİGÜN C. (Co-Consultant), ÖZDEMİREL N. E. (Co-Consultant)

C.ALAKUŞ(Student), Postgraduate, 2018
Feature weighting problem in K-nearest neighbor classifier

İYİGÜN C. (Consultant)

N.GÜLEÇ(Student), Postgraduate, 2017
Time series classification using deep learning

İYİGÜN C. (Consultant)

P.UMUT(Student), Postgraduate, 2016
Time series classification using deep learningTime series classification using deep learning

İYİGÜN C. (Consultant)

P.Umut(Student), Postgraduate, 2016
A statistical approach to job matching problem via difference metrics and data mining

İYİGÜN C. (Consultant)

A.FATİH(Student), Doctorate, 2016
A Genetic algorithm for healthcare facility location problem

BAYINDIR Z. P. (Co-Consultant), İYİGÜN C. (Co-Consultant)

M.İŞBİLİR(Student), Postgraduate, 2016
City logistics system design under cost uncertainty

SÜRAL H. (Co-Consultant), İYİGÜN C. (Co-Consultant)

U.CAN(Student), Postgraduate, 2015
The valuation of government guarantees provided for municipalities

İYİGÜN C. (Co-Consultant), DURAN S. (Co-Consultant)

M.ESAT(Student), Postgraduate, 2015
Locating ems vehicles in general networks with an approximate queueing model and a metaheuristic solution approach

BAYINDIR Z. P. (Co-Consultant), İYİGÜN C. (Co-Consultant)

M.ALTAN(Student), Postgraduate, 2015
Investigation of the impacts of linkage disequilibrium on SNP selection studies

İYİGÜN C. (Consultant)

E.KANTAR(Student), Postgraduate, 2015
Early warning on stock market bubbles via ellipsoidal clustering and inverse problems

İYİGÜN C. (Consultant)

E.KÜRÜM(Student), Doctorate, 2014
A two stage stochastic and risk averse approach to inventory positioning in floricultural auction network

İYİGÜN C. (Consultant)

G.SEZEN(Student), Postgraduate, 2014
Consensus clustering of time series data

İYİGÜN C. (Co-Consultant), BATMAZ İ. (Co-Consultant)

A.YETERE(Student), Postgraduate, 2014
Solution approaches for single-source capacitated multi facility weber problem

İYİGÜN C. (Consultant)

H.DAMGACIOĞLU(Student), Postgraduate, 2014
Probabilistic estimation framework on short term electricity load forecasting via parametric and nonparametric approaches

İYİGÜN C. (Consultant)

E.ERGİN(Student), Postgraduate, 2014
Generalization of restricted planar location problems: Unified meta-heuristics for single facility case

İYİGÜN C. (Co-Consultant), SÜRAL H. (Co-Consultant)

M.SALEH(Student), Postgraduate, 2013
On the parametric and nonparametric prediction methods for electricity load forecasting

İYİGÜN C. (Consultant)

E.ERİŞEN(Student), Postgraduate, 2013
Heuristics for a continuous multi-facility location problem with demand regions

İyigün C. (Co-Consultant), Tural M. K.

D.DİNLER(Student), Postgraduate, 2013
Heuristic methods for the stochastic lot-sizing problem under the static-dynamic uncertainty strategy

İYİGÜN C. (Consultant)

A.CEM(Student), Postgraduate, 2013
Network planning of walk-in clinics on roadsides in Africa

BAYINDIR Z. P. (Co-Consultant), İYİGÜN C. (Co-Consultant)

S.TAYMAZ(Student), Postgraduate, 2013
Clustering of time-course gene expression data with dissimilar replicates

İYİGÜN C. (Co-Consultant), İLK DAĞ Ö. (Co-Consultant)

O.ÇINAR(Student), Postgraduate, 2013
An Algorithm for the forward step of adaptive regression slines via mapping approach

BATMAZ İ. (Co-Consultant), İYİGÜN C. (Co-Consultant)

E.Kartal(Student), Doctorate, 2012
Location analysis of the Mobile/24 emergency service vehicles of a case company

İYİGÜN C. (Consultant)

R.MELTEM(Student), Postgraduate, 2012
An algorithm for the forward step of adaptive regression splines via mapping approach

İYİGÜN C. (Co-Consultant), BATMAZ İ. (Co-Consultant)

E.KARTAL(Student), Doctorate, 2012
Bounding procedures on bi-directional labeling algorithm of TDVRPTW in branch-and-cut-and-price framework

İYİGÜN C. (Consultant)

S.KÖKTEN(Student), Postgraduate, 2011
Robust facility location with mobile customers

İYİGÜN C. (Consultant)

E.GÜL(Student), Postgraduate, 2011
A classification algorithm using mahalanobis distance clustering of data with applications on biomedical data sets

İYİGÜN C. (Consultant)

B.DURAK(Student), Postgraduate, 2011
Measuring the efficiency of the Turkish electric distribution sector using stochastic frontier analysis

İYİGÜN C. (Consultant)

A.ÇELEN(Student), Postgraduate, 2011
A multiple criteria sorting approach based on distance functions

İYİGÜN C. (Co-Consultant), KARASAKAL E. (Co-Consultant)

B.ÇELİK(Student), Postgraduate, 2011

Advising Graduates (Non-Thesis)

A DATA MINING APPROACH FOR PREDICTIVE MAINTENANCE TO REDUCE FAILURE TIME AND PRODUCTION LOSS COST IN ROKETSAN INC.

İyigün C. (Consultant)

M.Hakan(Student), Masters (Non-Thesis,Evening Education), 2020

Designed Lessons

Undergraduate Scientific Computing for Industrial Engineering

İyigün C., Gürel S., Süral H.
Postgraduate Monte Carlo Simulation for Operations Analysis

İyigün C.
Postgraduate Data Mining for Business Intelligence

İyigün C.
Undergraduate Introduction to Data Mining

İyigün C.

Academic and Administrative Experience

Academic Titles

2021 - Continues Professor

2015 - 2020 Associate Professor

2009 - 2015 Assistant Professor

1999 - 2002 Research Assistant

Managerial Experience

2020 - Continues Program Koordinatörü

2017 - 2020 Head of Department

2017 - 2020 Deputy Head of Department

Courses

Postgraduate Systems and Organization

Advising Theses

Advising Graduates (Non-Thesis)

A DATA MINING APPROACH FOR PREDICTIVE MAINTENANCE TO REDUCE FAILURE TIME AND PRODUCTION LOSS COST IN ROKETSAN INC.

Designed Lessons

Undergraduate Scientific Computing for Industrial Engineering

Postgraduate Monte Carlo Simulation for Operations Analysis

Postgraduate Data Mining for Business Intelligence

Undergraduate Introduction to Data Mining