Prof. Dr. CEM İYİGÜN

Yayın Ağı

Makaleler 35

1. 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, Scopus)

2. 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, Scopus)

3. Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies

Yaldiz B., Erdogan O., Rafatov S., İYİGÜN C., AYDIN SON Y.

BIODATA MINING , cilt.17, sa.1, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

4. 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, SSCI, Scopus)

5. 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, Scopus)

6. 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, Scopus)

7. 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, SSCI, Scopus)

8. 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, Scopus)

9. 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, Scopus)

10. 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, Scopus)

11. 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, Scopus)

12. 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, Scopus)

13. 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, Scopus)

14. 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, Scopus)

15. 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, Scopus)

16. 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, Scopus)

17. 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, Scopus)

18. 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, Scopus)

19. 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

20. 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, Scopus)

21. 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, Scopus)

22. 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, Scopus)

23. 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, Scopus)

24. 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, Scopus) Sürdürülebilir Kalkınma

25. 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, Scopus)

26. 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, Scopus)

27. 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, Scopus)

28. 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)

29. 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)

30. 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 (TRDizin)

31. 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, Scopus)

32. 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, Scopus)

33. Probabilistic D-clustering

Ben-Israel A., Iyigun C.

JOURNAL OF CLASSIFICATION , cilt.25, sa.1, ss.5-26, 2008 (SCI-Expanded, SSCI, Scopus)

34. 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, Scopus)

35. 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, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 38

1. Mixed Integer Programming and Heuristics Approaches for Clustering with Local Feature Selection

Iyigün C.

33rd European Conference on Operational Research (EURO 2024), Kobenhavn, Danimarka, 30 Haziran - 03 Temmuz 2024, ss.1-2, (Özet Bildiri)

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

Imece S., Hamza Gundog B., Koroglu B., Iyigün C.

International Conference on Intelligent and Fuzzy Systems, INFUS 2024, Çanakkale, Türkiye, 16 - 18 Temmuz 2024, cilt.1090 LNNS, ss.68-77, (Tam Metin Bildiri)

3. 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, (Özet Bildiri)

4. 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, (Özet Bildiri)

5. 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, (Özet Bildiri)

6. 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, (Özet Bildiri)

7. 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, (Tam Metin Bildiri)

8. 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, (Özet Bildiri)

9. Probabilistic Distance Clustering on Networks

İyigün C., Eroglu D. I.

INFORMS Annual Meeting, 2018, Arizona, Amerika Birleşik Devletleri, 4 - 07 Kasım 2018, ss.1, (Özet Bildiri)

10. 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, (Özet Bildiri)

11. 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, (Özet Bildiri)

12. 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, (Özet Bildiri)

13. Conditional Value at Risk as SVR Minimization

ERYİGİT E., İYİGÜN C., ÇAVUŞ Ö.

2017 INFORMS Annual Meeting, 22 - 25 Ekim 2017, (Özet Bildiri)

14. 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, (Tam Metin Bildiri)

15. 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, (Özet Bildiri)

16. A Location Problem for Emergency Healthcare Facilities

BAYINDIR Z. P., İYİGÜN C., işbilir m.

INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH, 6 - 08 Eylül 2017, (Özet Bildiri)

17. 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, (Özet Bildiri)

18. 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, (Özet Bildiri)

19. 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, (Tam Metin Bildiri)

20. 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, (Özet Bildiri)

21. 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, (Özet Bildiri)

22. 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, (Özet Bildiri) Sürdürülebilir Kalkınma

23. 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

24. 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, (Tam Metin Bildiri)

25. 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, (Tam Metin Bildiri)

26. 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, (Özet Bildiri)

27. 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, (Özet Bildiri)

28. Temporal Clustering of Commodities via ThresholdAutoregressive Models

ASLAN S., YOZGATLIGİL C., İYİGÜN C.

55th Meeting of the EWGCFM (EWGCFM 2015), 14 - 16 Mayıs 2015, (Özet Bildiri)

29. Consensus Clustering of Time Series Data

Kursun A. Y., İYİGÜN C., BATMAZ İ.

21st International Conference on Computational Statistics, COMPSTAT 2014, Geneva, İsviçre, 19 - 22 Ağustos 2014, ss.665-672, (Tam Metin Bildiri)

30. 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, (Özet Bildiri)

31. 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, (Özet Bildiri)

32. 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, (Tam Metin Bildiri)

33. 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, (Tam Metin Bildiri)

34. 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, (Tam Metin Bildiri)

35. 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, (Tam Metin Bildiri)

36. 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, (Özet Bildiri) Sürdürülebilir Kalkınma

37. 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, (Özet Bildiri)

38. 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, (Özet Bildiri)

Kitaplar 4

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

614

H-İndeks (WoS)

Atıf (Scopus)

751

H-İndeks (Scopus)

Atıf (Scholar)

494

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim