A Clustering Based Methodology for Determining the Optimal Roadway Configuration of Detectors for Travel Time Estimation. - Bekir Bartin; Kaan Ozbay; Cem Iyigun (ITSC, 2006)

Semi-supervised Probabilistic Distance Clustering and the Uncertainty of Classification. - Cem Iyigun; Adi Ben-Israel (GfKl, 2008)

Probabilistic D-Clustering. - Adi Ben-Israel; Cem Iyigun (J. Classif., 2008)

A generalized Weiszfeld method for the multi-facility location problem. - Cem Iyigun; Adi Ben-Israel (Oper. Res. Lett., 2010)

Facilitating Adoption of Enterprise Resource Planning (ERP) Systems: The State of the Art. - Sevgi Ozkan; Nebahat Kurt; Cem Iyigun (AMCIS, 2012)

The planar hub location problem: a probabilistic clustering approach. - Cem Iyigun (Ann. Oper. Res., 2013)

Probabilistic programming models for traffic incident management operations planning. - Kaan Özbay; Cem Iyigun; Melike Baykal-Gursoy; Weihua Xiao (Ann. Oper. Res., 2013)

Restructuring forward step of MARS algorithm using a new knot selection procedure based on a mapping approach. - Elçin Kartal-Koç; Cem Iyigun (J. Glob. Optim., 2014)

Efficient adaptive regression spline algorithms based on mapping approach with a case study on finance. - Elçin Kartal-Koç; Cem Iyigun; Inci Batmaz; Gerhard-Wilhelm Weber (J. Glob. Optim., 2014)

A genetic algorithm for the uncapacitated single allocation planar hub location problem. - Haluk Damgacioglu; Derya Dinler; Nur Evin Özdemirel; Cem Iyigun (Comput. Oper. Res., 2015)

Heuristics for a continuous multi-facility location problem with demand regions. - Derya Dinler; Mustafa Kemal Tural; Cem Iyigun (Comput. Oper. Res., 2015)

The Weber problem in congested regions with entry and exit points. - Mohammad Saleh Farham; Haldun Süral; Cem Iyigun (Comput. Oper. Res., 2015)

A probabilistic multiple criteria sorting approach based on distance functions. - Berkay Çelik; Esra Karasakal; Cem Iyigün (Expert Syst. Appl., 2015)

A Supervised Biclustering Optimization Model for Feature Selection in Biomedical Dataset Classification. - Saziye Deniz Oguz Arikan; Cem Iyigun (DMBD, 2016)

Temporal clustering of time series via threshold autoregressive models: application to commodity prices. - Sipan Aslan; Ceylan Yozgatligil; Cem Iyigun (Ann. Oper. Res., 2018)

Clustering of short time-course gene expression data with dissimilar replicates. - Ozan Cinar; Özlem Ilk; Cem Iyigun (Ann. Oper. Res., 2018)

Early warning on stock market bubbles via methods of optimization, clustering and inverse problems. - Efsun Kürüm; Gerhard-Wilhelm Weber; Cem Iyigun (Ann. Oper. Res., 2018)

A column generation approach for the location-routing problem with time windows. - Mohammad Saleh Farham; Haldun Süral; Cem Iyigun (Comput. Oper. Res., 2018)

Generalization of the restricted planar location problems: Unified metaheuristic algorithms. - Mohammad Saleh Farham; Haldun Süral; Cem Iyigun (Comput. Oper. Res., 2018)

Engineering Effort Estimation for Product Development Projects. - Zeynep Öztürk; Cem Iyigun; Pinar Bakal (IEEM, 2019)

Heuristic methods for the capacitated stochastic lot-sizing problem under the static-dynamic uncertainty strategy. - A. Cem Randa; Mustafa K. Dogru; Cem Iyigun; Ulas Özen (Comput. Oper. Res., 2019)

An evaluation of a novel approach for clustering genes with dissimilar replicates. - Ozan Cinar; Cem Iyigun; Özlem Ilk (Commun. Stat. Simul. Comput., 2022)

Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies. - Burcu Yaldiz; Onur Erdogan; Sevda Rafatov; Cem Iyigün; Yesim Aydin Son (BioData Min., 2024)

Potential-based reward shaping using state-space segmentation for efficiency in reinforcement learning. - Melis Ilayda Bal; Hüseyin Aydin; Cem Iyigün; Faruk Polat (Future Gener. Comput. Syst., 2024)

EnSCAN: ENsemble Scoring for prioritizing CAusative variaNts across multiplatform GWASs for late-onset alzheimer's disease. - Onur Erdogan; Cem Iyigun; Yesim Aydin Son (BioData Min., 2025)

Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces. - Melis Ilayda Bal; Cem Iyigun; Faruk Polat; Hüseyin Aydin (Ann. Oper. Res., 2025)