Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Potential-based reward shaping using state–space segmentation for efficiency in reinforcement learning

Bal M. İ., AYDIN H., İYİGÜN C., POLAT F.
Future Generation Computer Systems , cilt.157, ss.469-484, 2024 (SCI-Expanded) identifier identifier

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces

Bal M. I., İYİGÜN C., POLAT F., AYDIN H.
Annals of Operations Research , cilt.335, sa.2, ss.689-725, 2024 (SCI-Expanded) identifier identifier

An analysis of ambulance location problem from an equity perspective

Akdogan M. A., BAYINDIR Z. P., İYİGÜN C.
Socio-Economic Planning Sciences , cilt.90, 2023 (SCI-Expanded) identifier identifier

Crowd-aware Thresholded Loss for Object Detection in Wide Area Motion Imagery

Hatipoglu P. U., İYİGÜN C., KALKAN S.
PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science , cilt.91, sa.5, ss.339-364, 2023 (SCI-Expanded) identifier identifier

An evaluation of a novel approach for clustering genes with dissimilar replicates

Cinar O., İYİGÜN C., İLK DAĞ Ö.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.51, sa.12, ss.7458-7471, 2022 (SCI-Expanded) identifier identifier

A healthcare facility location problem for a multi -disease, multi -service environment under risk aversion

Taymaz S., Iyigun C., Bayindir Z. P., Dellaert N. P.
SOCIO-ECONOMIC PLANNING SCIENCES , cilt.71, 2020 (SCI-Expanded) identifier identifier

Heuristic methods for the capacitated stochastic lot-sizing problem under the static-dynamic uncertainty strategy

Randa A. C., Dogru M. K., İyigün C., Ozen U.
COMPUTERS & OPERATIONS RESEARCH , cilt.109, ss.89-101, 2019 (SCI-Expanded) identifier identifier

Generalization of the restricted planar location problems: Unified metaheuristic algorithms

Farham M. S., SÜRAL H., İYİGÜN C.
COMPUTERS & OPERATIONS RESEARCH , cilt.99, ss.48-66, 2018 (SCI-Expanded) identifier identifier

Locating emergency vehicles with an approximate queuing model and a meta-heuristic solution approach

AKDOĞAN M. A., BAYINDIR Z. P., İYİGÜN C.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES , cilt.90, ss.134-155, 2018 (SCI-Expanded) identifier identifier

Clustering of short time-course gene expression data with dissimilar replicates

Cinar O., İLK Ö., İYİGÜN C.
ANNALS OF OPERATIONS RESEARCH , cilt.263, ss.405-428, 2018 (SCI-Expanded) identifier identifier

A column generation approach for the location-routing problem with time windows

Farham M. S., SÜRAL H., İYİGÜN C.
COMPUTERS & OPERATIONS RESEARCH , cilt.90, ss.249-263, 2018 (SCI-Expanded) identifier identifier

Temporal clustering of time series via threshold autoregressive models: application to commodity prices

Aslan S., Yozgatlıgil C., Iyigun C.
ANNALS OF OPERATIONS RESEARCH , cilt.260, ss.51-77, 2018 (SCI-Expanded) Creative Commons License identifier identifier

Early warning on stock market bubbles via methods of optimization, clustering and inverse problems

Kurum E., Weber G., İYİGÜN C.
ANNALS OF OPERATIONS RESEARCH , cilt.260, ss.293-320, 2018 (SCI-Expanded) identifier identifier

Has the climate been changing in Turkey? Regional climate change signals based on a comparative statistical analysis of two consecutive time periods, 1950-1980 and 1981-2010

Turkes M., Yozgatlıgil C., Batmaz İ., İyigün C., Koc E. K., Fahmı F. M., et al.
CLIMATE RESEARCH , cilt.70, sa.1, ss.77-93, 2016 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

Heuristics for a continuous multi-facility location problem with demand regions

DİNLER D., TURAL M. K., İYİGÜN C.
COMPUTERS & OPERATIONS RESEARCH , cilt.62, ss.237-256, 2015 (SCI-Expanded) identifier identifier

A genetic algorithm for the uncapacitated single allocation planar hub location problem

Damgacioglu H., DİNLER D., ÖZDEMİREL N. E., İYİGÜN C.
COMPUTERS & OPERATIONS RESEARCH , cilt.62, ss.224-236, 2015 (SCI-Expanded) identifier identifier

The Weber problem in congested regions with entry and exit points

Farham M. S., SÜRAL H., İYİGÜN C.
COMPUTERS & OPERATIONS RESEARCH , cilt.62, ss.177-183, 2015 (SCI-Expanded) identifier identifier

A probabilistic multiple criteria sorting approach based on distance functions

ÇELİK B., KARASAKAL E., İYİGÜN C.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.42, sa.7, ss.3610-3618, 2015 (SCI-Expanded) identifier identifier

Efficient adaptive regression spline algorithms based on mapping approach with a case study on finance

Koc E. K., İYİGÜN C., BATMAZ İ., Weber G.
JOURNAL OF GLOBAL OPTIMIZATION , cilt.60, sa.1, ss.103-120, 2014 (SCI-Expanded) identifier identifier

Restructuring forward step of MARS algorithm using a new knot selection procedure based on a mapping approach

Koc E. K., İYİGÜN C.
JOURNAL OF GLOBAL OPTIMIZATION , cilt.60, sa.1, ss.79-102, 2014 (SCI-Expanded) identifier identifier

The planar hub location problem: a probabilistic clustering approach

Iyigun C.
ANNALS OF OPERATIONS RESEARCH , cilt.211, sa.1, ss.193-207, 2013 (SCI-Expanded) identifier identifier

Clustering current climate regions of Turkey by using a multivariate statistical method

İyigün C., Turkes M., Batmaz İ., Yozgatlıgil C., Purutcuoglu V., Koc E. K., et al.
THEORETICAL AND APPLIED CLIMATOLOGY , cilt.114, ss.95-106, 2013 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

Comparison of missing value imputation methods in time series: the case of Turkish meteorological data

Yozgatlıgil C., Aslan S., İyigün C., Batmaz İ.
THEORETICAL AND APPLIED CLIMATOLOGY , cilt.112, ss.143-167, 2013 (SCI-Expanded) identifier identifier

Probabilistic programming models for traffic incident management operations planning

Ozbay K., Iyigun C., Baykal-Gursoy M., XİAO W.
ANNALS OF OPERATIONS RESEARCH , cilt.203, sa.1, ss.389-406, 2013 (SCI-Expanded) identifier identifier

Modeling of Bus Transit Driver Availability for Effective Emergency Evacuation in Disaster Relief

Morgul E. F., Cavus O., Ozbay K., İYİGÜN C.
TRANSPORTATION RESEARCH RECORD , sa.2376, ss.45-55, 2013 (SCI-Expanded) Creative Commons License identifier identifier

A generalized Weiszfeld method for the multi-facility location problem

Iyigun C., Ben-Israel A.
OPERATIONS RESEARCH LETTERS , cilt.38, sa.3, ss.207-214, 2010 (SCI-Expanded) identifier identifier

Contour approximation of data: A duality theory

Iyigun C., Ben-Israel A.
LINEAR ALGEBRA AND ITS APPLICATIONS , cilt.430, sa.10, ss.2771-2780, 2009 (SCI-Expanded) Creative Commons License identifier identifier

Probabilistic D-clustering

Ben-Israel A., Iyigun C.
JOURNAL OF CLASSIFICATION , cilt.25, sa.1, ss.5-26, 2008 (SCI-Expanded) identifier identifier

PROBABILISTIC DISTANCE CLUSTERING ADJUSTED FOR CLUSTER SIZE

Iyigun C., BEN-ISRAEL A.
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES , cilt.22, sa.4, ss.603-621, 2008 (SCI-Expanded) Creative Commons License identifier identifier

Clustering-based methodology for determining optimal roadway configuration of detectors for travel time estimation

Bartin B., OZBAY K., Lyigun C.
TRANSPORTATION RESEARCH RECORD , sa.2000, ss.98-105, 2007 (SCI-Expanded) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

KİŞİSEL BAKIM ÜRÜNLERİNDE YEREL ZİNCİR MÜŞTERİLERİ İÇİN TEDARİK ZİNCİRİ İYİLEŞTİRİLMESİ

ÇETİN D. H., DUMAN E., GÜRTÜRK Z., SAVCI A., UYAR G., İYİGÜN C., et al.
Endüstri Mühendisliği Dergisi , cilt.26, ss.21-34, 2015 (Hakemli Dergi) Sürdürülebilir Kalkınma

Meteorolojik Zaman Serilerinde Kayıp Veri Tahmin Yöntemlerinin Başarımlarının Korelasyon Boyutu Analiziyle Karşılaştırılması

ASLAN S., YOZGATLIGİL C., İYİGÜN C., BATMAZ İ., TATLI H.
İSTATİSTİK ARAŞTIRMA DERGİSİ , cilt.8, ss.55-67, 2011 (Hakemli Dergi)

Türkiye İklim Bölgelerinin Hiyerarşik Kümeleme Yöntemi ile Belirlenmesi

Kartal E., İyigün C., Fahmi M. F., Yozgatlıgil C., Purutçuoğlu Gazi V., Batmaz İ., et al.
İSTATİSTİK ARAŞTIRMA DERGİSİ , cilt.8, ss.13-25, 2011 (Hakemli Dergi)

Baz İstasyonu Yatırım Planlaması

Kaya O., Kendirci S., Kılcıoğlu Ç., Okay B., Özüretmen C., İyigün C., et al.
Endüstri Mühendisliği , cilt.21, sa.3, ss.2-24, 2010 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Intelligent Pricing with Clarity: Interpretable AI for Customer-Centric Time Deposit Interest Rates

Imece S., Hamza Gundog B., Koroglu B., İYİGÜN C.
International Conference on Intelligent and Fuzzy Systems, INFUS 2024, Çanakkale, Türkiye, 16 - 18 Temmuz 2024, cilt.1090 LNNS, ss.68-77 identifier

Ağaç Yapılı Verilerde Temel Bileşen Analizi

Durak E., Tural M. K., İyigün C.
40. Yöneylem Araştırması ve Endüstri Mühendisliği Kongresi, İstanbul, Türkiye, 5 - 07 Temmuz 2021, ss.19-20

Identification of genomic biomarkers with machine learning for early and differential diagnosis of late-onset Alzheimer’s disease (LOAD)

Erdoğan O., EŞME M., BALCI C., Rafatov S., CANKURTARAN M., DOĞU B. B., et al.
Alzheimer's & dementia: the journal of the Alzheimer's Association, Türkiye, 16 Eylül 2020

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

İyigün C., Onen Oz S.
2019 INFORMS ANNUAL MEETING, Washington, Amerika Birleşik Devletleri, 20 - 23 Ekim 2019, ss.1

Kümeleme Probleminde Küme Bazlı Öznitelik Secimi

İyigün C., Onen Oz S.
39. Yoneylem Arastirmasi ve Endustri Muhendisligi Kongresi, Ankara, Türkiye, 12 - 14 Haziran 2019, ss.1

Engineering Effort Estimation for Product Development Projects

Yurt Z. O., Iyigun C., Bakal P.
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Maicao, Kolombiya, 15 - 18 Aralık 2019, ss.774-778 identifier identifier

Genetic Algorithm for Planar Capacitated Single Allocation Hub Location Problem

İyigün C., Eroglu D. I., Pamukcu D.
Informs Annual Meeting, 2018, Arizona, Amerika Birleşik Devletleri, 4 - 07 Kasım 2018, ss.1

Probabilistic Distance Clustering on Networks

İyigün C., Eroglu D. I.
INFORMS Annual Meeting, 2018, Arizona, Amerika Birleşik Devletleri, 4 - 07 Kasım 2018, ss.1

A matheuristic for binary classification of data sets using hyperboxes

Akbulut D., İyigün C., Özdemirel N. E.
29th EURO Conference, Valencia, İspanya, 8 - 11 Temmuz 2018, ss.1

Aglarda Yumusak Kumelem Problemleri ve Metaszgisel Cozum Yaklasimi

Eroglu D. İ., İyigün C.
38. YA/EM Ulusal Kongresi, Eskişehir, Türkiye, 26 - 29 Haziran 2018, ss.1

Baglantililik Bazli Komsuluk Kurma ile Cok Amacli Genetik Kumele Problemi

Alakus C., İyigün C., Özdemirel N. E.
38. YA/EM Uusal Kongresi, Eskişehir, Türkiye, 26 - 29 Haziran 2018, ss.1

Conditional Value at Risk as SVR Minimization

ERYİGİT E., İYİGÜN C., ÇAVUŞ Ö.
2017 INFORMS Annual Meeting, 22 - 25 Ekim 2017

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

İYİGÜN C., GÜLEÇ N.
12TH INFORMS WORKSHOP ON DATA MINING DECISION ANALYTICS WORKSHOP, Houston, Amerika Birleşik Devletleri, 21 Ekim 2017

A Location Problem for Emergency Healthcare Facilites

BAYINDIR Z. P., İYİGÜN C., İŞBİLİR M.
OR2017, International Conference on Operations Research – Annual Conference of the German Operations Research Society, 06 Eylül 2016 - 08 Eylül 2017

A Location Problem for Emergency Healthcare Facilities

BAYINDIR Z. P., İYİGÜN C., işbilir m.
INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH, 6 - 08 Eylül 2017

Kapasite Kisitli Merkez Secimi Problemi icin Genetik Algoritma

EROĞLU D. İ., PAMUKÇU D., İYİGÜN C., ÖZDEMİREL N. E.
37. YÖNEYLEM ARAŞTIRMASI VE ENDÜSTRİ MÜHENDİSLİĞİ ULUSAL KONGRESİ, Türkiye, 5 - 07 Temmuz 2017

A Geometrical Approach to Forecast Burst-time of Stock Market Bubbles

KÜRÜM E., WEBER G. W., İYİGÜN C.
21st IFORS Annual Meeting, 17 Temmuz - 21 Ocak 2017

Location analysis of emergency vehicles using an approximate queueing model

AKDOĞAN M. A., BAYINDIR Z. P., İYİGÜN C.
19th European-Operational-Research-Societies Working Group on Transportation Meeting (EWGT), İstanbul, Türkiye, 5 - 07 Eylül 2016, cilt.22, ss.430-439 identifier identifier

Dynamic clustering of multiple multivariate time series Application to climate data

YOZGATLIGİL C., ASLAN S., İYİGÜN C.
The 22nd International Conference on Computational Statistics, Oviedo, İspanya, 23 - 26 Ağustos 2016

ACİL TIBBİ YARDIM ARAÇLARININ GENEL AĞLARDA YAKLAŞIK BİR KUYRUK MODELİ VE SEZGİSEL BİR ÇÖZÜM YAKLAŞIMI İLE LOKASYONUNUN BELİRLENMESİ

AKDOĞAN M. A., BAYINDIR Z. P., İYİGÜN C.
Yöneylem Araştırması ve Endüstri Mühendisliği 36. Ulusal Kongresi, Türkiye, 13 - 15 Temmuz 2016

The Two echelon Freight Transportation Network in City Logistics

Farham M. S., SÜRAL H., İYİGÜN C.
28th European Conference on Operational Research, Poznan, Polonya, 3 - 06 Temmuz 2016 Sürdürülebilir Kalkınma

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

Arikan S. D. O., İYİGÜN C.
1st International Conference on Data Mining and Big Data (DMBD), Balvi, Letonya, 25 - 30 Haziran 2016, cilt.9714, ss.196-204 Sürdürülebilir Kalkınma identifier identifier

Applying data mining techniques to detect abnormal flight characteristics

ASLANER H. E., UNAL C., İYİGÜN C.
Conference on Machine Intelligence and Bio-Inspired Computation - Theory and Applications X, Maryland, Amerika Birleşik Devletleri, 20 Nisan 2016, cilt.9850 identifier identifier

On the Performance Analysis of a New Knot Selection Procedure in MARS

İYİGÜN C., KARTAL KOÇ E.
INFORMS Workshop on Data Mining and Analytics, 31 Ekim 2015

Eşik Değerli Doğrusal Olmayan Zaman Serisi Modeliyle Farklı Rejimlerin Belirlenmesi Türkiye Yağış Verileri Üzerine Bir Uygulama

ASLAN S., YOZGATLIGİL C., İYİGÜN C., BATMAZ İ.
YAEM2015, Türkiye, 9 - 11 Eylül 2015

Türkiye İklim Bölgelerinin On İki Klimatolojik Değişken Kullanarak AGNES Konsensüs Kümeleme Tekniği ile Belirlenmesi

MURAT T., İYİGÜN C., BATMAZ İ., YOZGATLIGİL C., Kartal Koç E., YETERE KURSUN A.
YAEM2015, Türkiye, 9 - 11 Eylül 2015

Temporal Clustering of Commodities via ThresholdAutoregressive Models

ASLAN S., YOZGATLIGİL C., İYİGÜN C.
55th Meeting of the EWGCFM (EWGCFM 2015), 14 - 16 Mayıs 2015

Heuristics for a Continuous Multi-facility Location Allocation Problem with Demand Regions

DİNLER D., TURAL M. K., İYİGÜN C.
26th European Conference on Operational Research, Roma, İtalya, 1 - 04 Temmuz 2013

Precipitation Forecasting Assessment via Nonlinear Autoregressive Neural Network and Vector Autoregressive Models

ASLAN S., İYİGÜN C., YOZGATLIGİL C., BATMAZ İ.
International IIE Conference. International IIE Conference, 26 - 28 Haziran 2013, ss.252

Detection of Unreliable measurements in long term time series via data mining techniques case in Turkish climate data

YAZICI C., PURUTÇUOĞLU GAZİ V., YOZGATLIGİL C., İYİGÜN C., BATMAZ İ.
International IIE Conference, 26 - 28 Haziran 2013

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

Ozkan S., Kurt N., İYİGÜN C.
18th Americas Conference on Information Systems 2012, AMCIS 2012, Seattle, WA, Amerika Birleşik Devletleri, 9 - 12 Ağustos 2012, cilt.4, ss.3037 identifier

UNCERTAINTY AND A NEW MEASURE FOR CLASSIFICATION UNCERTAINTY

Damgacioglu H., İYİGÜN C.
10th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), İstanbul, Türkiye, 26 - 29 Ağustos 2012, cilt.7, ss.925-930 identifier

SEASONAL VARIATION OF TURKEY: A CONSENSUS CLUSTERING APPROACH

Kursun A. Y., İYİGÜN C., YOZGATLIGİL C., BATMAZ İ.
10th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), İstanbul, Türkiye, 26 - 29 Ağustos 2012, cilt.7, ss.913-918 identifier identifier

Detection of seasonal changes in climate data by comparative analysis A case study for Turkey

AKAL T., FAHMİ F., KARTAL E., PURUTÇUOĞLU GAZİ V., İYİGÜN C., YOZGATLIGİL C., et al.
25th European Conference on Operations Research, 8 - 11 Temmuz 2012 Sürdürülebilir Kalkınma

Investigating the Seasonal Patterns of Continental Central Anatolia by Clustering

AKAL T., PURUTÇUOĞLU GAZİ V., BATMAZ İ., KARTAL KOÇ E., İYİGÜN C., YOZGATLIGİL C.
The 25th Conference of European Chapter on Combinatorial Optimization, 26 - 28 Nisan 2012

Türkiye İklim Bölgelerinin Hiyerarşik Kümeleme Yöntemi ile Belirlenmesi

KARTAL KOÇ E., FAHMİ F., İYİGÜN C., TÜRKEŞ M., YOZGATLIGİL C., PURUTÇUOĞLU GAZİ V., et al.
7. iSTATİSTİK GÜNLERİ SEMPOZYUMU, Türkiye, 28 Haziran 2010, ss.137-138

Kitap & Kitap Bölümleri

Location Problems with Demand Regions

DİNLER D., TURAL M. K., İYİGÜN C.
Global Logistics Management, Kara Bahar Y., Sabuncuoğlu İhsan, Bidanda Bopaya, Editör, CRC Press, ss.237-252, 2014

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

Fahmi F., Kartal E., Iyigün C., Turkes M., Batmaz I., Yozgatligil C., et al.
Nonlinear and Complex Dynamics: Applications in Physical Biological and Financial Systems, J.A. Tenreiro Machado,Baleanu,D. and A. Luo, Editör, Springer, London/Berlin , London, ss.171-178, 2011

Probabilistic Distance Clustering, Theory and Applications

İyigün C., Ben-Israel A.
Clustering Challenges in Biological Networks, S. Butenko,W. A. Chaovalitwongse,P. Pardolos, Editör, World Scientific Publishing , Singapore, ss.29-51, 2009

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

Fan Y., İyigün C., Chaovalitwongse W. A.
Data Mining and Mathematical Programming (CRM Proceedings & Lecture Notes, Book 45), P. Hansen,P. M. Pardalos, Editör, American Mathematical Society, New-York, ss.67-95, 2008

Metrikler

Yayın

80

Atıf (WoS)

487

H-İndeks (WoS)

13

Atıf (Scopus)

631

H-İndeks (Scopus)

13

Atıf (Scholar)

453

H-İndeks (Scholar)

5

Atıf (TrDizin)

1

H-İndeks (TrDizin)

1

Proje

12

Tez Danışmanlığı

45

Açık Erişim

36
BM Sürdürülebilir Kalkınma Amaçları