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Ş. İlker Birbil

university of amsterdam

21H-index
136Paper Count
1.4KCitation Count
Published Papers 26
Publication Date
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Why we do need explainable AI for healthcare
errDiagnostic and Prognostic Research
IF2.6
err2025-12-01
err0
errOAAI
errCina, Giovanni; Rober, Tabea E.; Goedhart, Rob; Birbil, S. Ilker
errShare
errSave
Counterfactual explanations for linear optimization
errEuropean Journal of Operational Research
IF6
err2025-07-18
err0
errOAAI
errJannis Kurtz; Ş. İlker Birbil; Dick den Hertog
errShare
errSave
Communication strategies driving online health community patient awareness and engagement investigated within atrial fibrillation context
errnpj Digital Medicine
IF15.1
err2025-07-16
err0
errOAAI
errMyrthe F. Kuipers; Umut Konus; Bianca J. J. M. Brundel; Ş. İlker Birbil
errShare
errSave
Rule generation for classification: Scalability, interpretability, and fairness
errComputers & Operations Research
IF4.3
err2025-06-11
err0
errOAAI
errTabea E. Röber; Adia C. Lumadjeng; M. Hakan Akyüz; Ş. İlker Birbil
errShare
errSave
Modeling Alzheimer's disease: Bayesian copula graphical model from demographic, cognitive, and neuroimaging data
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2025-05-04
err0
errOAAI
errLucas Vogels; Reza Mohammadi; Marit Schoonhoven; Ş Ilker Birbil; Martin Dyrba
errShare
errSave
Bayesian Structure Learning in Undirected Gaussian Graphical Models: Literature Review with Empirical Comparison
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-10-10
err0
errOAAI
errVogels, Lucas; Mohammadi, Reza; Schoonhoven, Marit; Birbil, S. Ilker
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errSave
Embedding machine learning based toxicity models within radiotherapy treatment plan optimization
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2024-03-14
err0
errOAAI
errMaragno, Donato; Buti, Gregory; Birbil, S. Ilker; Liao, Zhongxing; Bortfeld, Thomas; den Hertog, Dick; Ajdari, Ali
errShare
errSave
Masking primal and dual models for data privacy in network revenue management
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-07-01
err1
errOAAI
errKaraca, Utku; Birbil, S. . Ilker; Aydin, Nusen; Mullaoglu, Gizem
errShare
errSave
Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies
errBIG DATA & SOCIETY
IF5.9
err2022-04-05
err9
errOAAI
errDekker, Rianne; Koot, Paul; Birbil, S. Ilker; Andres, Mark van Embden
errShare
errSave
Multi-objective temporal bin packing problem: An application in cloud computing
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2020-09-01
err37
errOAAI
errAydin, Nursen; Muter, Ibrahim; Birbil, S. Ilker
errShare
errSave
Decomposition methods for dynamic room allocation in hotel revenue management
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2018-11-01
err20
errOAAI
errAydin, N.; Birbil, S., I
errShare
errSave
Benders decomposition and column-and-row generation for solving large-scale linear programs with column-dependent-rows
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2018-01-01
err9
errOAAI
errMuter, Ibrahim; Birbil, S. Ilker; Bulbul, Kerem
errShare
errSave
Managing disruptions in the multi-depot vehicle scheduling problem
errTRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF6.3
err2017-11-01
err23
errOAAI
errUcar, Ezgi; Birbil, S. Ilker; Muter, Ibrahim
errShare
errSave
Delayed Purchase Options in Single-Leg Revenue Management
errTRANSPORTATION SCIENCE
IF4.8
err2017-11-01
err11
PREAI
errAydin, Nursen; Birbil, S. Ilker; Topaloglu, Huseyin
errShare
errSave
A Network Airline Revenue Management Framework Based on Decomposition by Origins and Destinations
errTRANSPORTATION SCIENCE
IF4.8
err2014-08-01
err10
PREAI
errBirbil, S. Ilker; Frenk, J. B. G.; Gromicho, Joaquim A. S.; Zhang, Shuzhong
errShare
errSave
Single-Leg Airline Revenue Management with Overbooking
errTRANSPORTATION SCIENCE
IF4.8
err2013-11-01
err40
errOAAI
errAydin, Nursen; Birbil, S. Ilker; Frenk, J. B. G.; Noyan, Nilay
errShare
errSave
Solving a robust airline crew pairing problem with column generation
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2013-03-01
err50
PREAI
errMuter, Ibrahim; Birbil, S. Ilker; Bulbul, Kerem; Sahin, Guvenc; Yenigun, Husnu; Tas, Duygu; Tuzun, Dilek
errShare
errSave
Tractable Open Loop Policies for Joint Overbooking and Capacity Control Over a Single Flight Leg with Multiple Fare Classes
errTRANSPORTATION SCIENCE
IF4.8
err2012-11-01
err15
PREAI
errTopaloglu, Huseyin; Birbil, S. Ilker; Frenk, J. B. G.; Noyan, Nilay
errShare
errSave
A note on A LP-based heuristic for a time-constrained routing problem
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2012-09-01
err6
PREAI
errMuter, Ibrahim; Birbil, S. Ilker; Bulbul, Kerem; Sahin, Guvenc
errShare
errSave
Robust crew pairing for managing extra flights
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2009-06-01
err18
PREAI
errTekiner, Hatice; Birbil, S. Ilker; Bulbul, Kerem
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Z
Zhongxing Liao
H-index: 93 · Papers: 929
T
Thomas Bortfeld
H-index: 72 · Papers: 433
S
Shu‐Cherng Fang
H-index: 43 · Papers: 313
D
Dick den Hertog
H-index: 40 · Papers: 273
B
Bianca J.J.M. Brundel
H-index: 40 · Papers: 150
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