A Global Optimization Method for Solving Fuzzy Relation Equations. - S. Ilker Birbil; Orhan Feyzioglu (IFSA, 2003)

An Electromagnetism-like Mechanism for Global Optimization. - S. Ilker Birbil; Shu-Cherng Fang (J. Glob. Optim., 2003)

An entropic regularization approach for mathematical programs with equilibrium constraints. - S. Ilker Birbil; Shu-Cherng Fang; Jiye Han (Comput. Oper. Res., 2004)

On the Convergence of a Population-Based Global Optimization Algorithm. - S. Ilker Birbil; Shu-Cherng Fang; Ruey-Lin Sheu (J. Glob. Optim., 2004)

On the Finite Termination of an Entropy Function Based Non-Interior Continuation Method for Vertical Linear Complementarity Problems. - Shu-Cherng Fang; Jiye Han; Zheng-Hai Huang; S. Ilker Birbil (J. Glob. Optim., 2005)

Recursive approximation of the high dimensional max function. - S. Ilker Birbil; Shu-Cherng Fang; J. B. G. Frenk; Shuzhong Zhang (Oper. Res. Lett., 2005)

The joint replenishment problem with variable production costs. - Z. Pelin Bayindir; S. Ilker Birbil; J. B. G. Frenk (Eur. J. Oper. Res., 2006)

Equilibrium constrained optimization problems. - S. Ilker Birbil; Gemayqzel Bouza; J. B. G. Frenk; Georg J. Still (Eur. J. Oper. Res., 2006)

Solving Stochastic Mathematical Programs with Complementarity Constraints Using Simulation. - S. Ilker Birbil; Gül Gürkan; Ovidiu Listes (Math. Oper. Res., 2006)

Solving variational inequalities defined on a domain with infinitely many linear constraints. - Shu-Cherng Fang; Soon-Yi Wu; S. Ilker Birbil (Comput. Optim. Appl., 2007)

A deterministic inventory/production model with general inventory cost rate function and piecewise linear concave production costs. - Z. Pelin Bayindir; S. Ilker Birbil; J. B. G. Frenk (Eur. J. Oper. Res., 2007)

An elementary proof of the Fritz-John and Karush-Kuhn-Tucker conditions in nonlinear programming. - S. Ilker Birbil; J. B. G. Frenk; Georg J. Still (Eur. J. Oper. Res., 2007)

Solving the sum-of-ratios problem by a stochastic search algorithm. - Wei-Ying Wu; Ruey-Lin Sheu; S. Ilker Birbil (J. Glob. Optim., 2008)

Solving Global Optimization Problems Using MANGO. - Akin Günay; Figen Öztoprak; S. Ilker Birbil; Pinar Yolum (KES-AMSTA, 2009)

Robust crew pairing for managing extra flights. - Hatice Tekiner; S. Ilker Birbil; Kerem Bülbül (Comput. Oper. Res., 2009)

The Role of Robust Optimization in Single-Leg Airline Revenue Management. - S. Ilker Birbil; J. B. G. Frenk; Joaquim A. S. Gromicho; Shuzhong Zhang (Manag. Sci., 2009)

Combination of Metaheuristic and Exact Algorithms for Solving Set Covering-Type Optimization Problems. - Ibrahim Muter; S. Ilker Birbil; Güvenç Sahin (INFORMS J. Comput., 2010)

A symmetric rank-one quasi-Newton line-search method using negative curvature directions. - Figen Öztoprak; S. Ilker Birbil (Optim. Methods Softw., 2011)

A note on "A LP-based heuristic for a time-constrained routing problem". - Ibrahim Muter; S. Ilker Birbil; Kerem Bülbül; Güvenç Sahin (Eur. J. Oper. Res., 2012)

Tractable Open Loop Policies for Joint Overbooking and Capacity Control Over a Single Flight Leg with Multiple Fare Classes. - Huseyin Topaloglu; S. Ilker Birbil; J. B. G. Frenk; Nilay Noyan (Transp. Sci., 2012)

A mixed integer linear programming formulation for the sparse recovery problem in compressed sensing. - Nazim Burak Karahanoglu; Hakan Erdogan; S. Ilker Birbil (ICASSP, 2013)

Solving a robust airline crew pairing problem with column generation. - Ibrahim Muter; S. Ilker Birbil; Kerem Bülbül; Güvenç Sahin; Hüsnü Yenigün; Duygu Tas; Dilek Tüzün (Comput. Oper. Res., 2013)

Trade-offs Computing Minimum Hub Cover toward Optimized Graph Query Processing. - Belma Yelbay; S. Ilker Birbil; Kerem Bülbül; Hasan M. Jamil (CoRR, 2013)

Multiagent cooperation for solving global optimization problems: an extendible framework with example cooperation strategies. - Fatma Basak Aydemir; Akin Günay; Figen Öztoprak; S. Ilker Birbil; Pinar Yolum (J. Glob. Optim., 2013)

Simultaneous column-and-row generation for large-scale linear programs with column-dependent-rows. - Ibrahim Muter; S. Ilker Birbil; Kerem Bülbül (Math. Program., 2013)

Single-Leg Airline Revenue Management with Overbooking. - Nursen Aydin; S. Ilker Birbil; J. B. G. Frenk; Nilay Noyan (Transp. Sci., 2013)

A Network Airline Revenue Management Framework Based on Decomposition by Origins and Destinations. - S. Ilker Birbil; J. B. G. Frenk; Joaquim A. S. Gromicho; Shuzhong Zhang (Transp. Sci., 2014)

HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems. - Umut Simsekli; Hazal Koptagel; Figen Öztoprak; S. Ilker Birbil; Ali Taylan Cemgil (CoRR, 2015)

Approximating the minimum hub cover problem on planar graphs. - Belma Yelbay; S. Ilker Birbil; Kerem Bülbül; Hasan M. Jamil (Optim. Lett., 2016)

Parallelized Preconditioned Model Building Algorithm for Matrix Factorization. - Kamer Kaya; S. Ilker Birbil; M. Kaan Öztürk; Amir Gohari (MOD, 2017)

Delayed Purchase Options in Single-Leg Revenue Management. - Nursen Aydin; S. Ilker Birbil; Huseyin Topaloglu (Transp. Sci., 2017)

Reassessment and Monitoring of Loan Applications with Machine Learning. - Zeynep Boz; Dilek Günneç; S. Ilker Birbil; M. Kaan Öztürk (Appl. Artif. Intell., 2018)

Decomposition methods for dynamic room allocation in hotel revenue management. - Nursen Aydin; S. Ilker Birbil (Eur. J. Oper. Res., 2018)

Benders decomposition and column-and-row generation for solving large-scale linear programs with column-dependent-rows. - Ibrahim Muter; S. Ilker Birbil; Kerem Bülbül (Eur. J. Oper. Res., 2018)

A framework for parallel second order incremental optimization algorithms for solving partially separable problems. - Kamer Kaya; Figen Öztoprak; S. Ilker Birbil; A. Taylan Cemgil; Umut Simsekli; Nurdan Kuru; Hazal Koptagel; M. Kaan Öztürk (Comput. Optim. Appl., 2019)

Multi-objective temporal bin packing problem: An application in cloud computing. - Nursen Aydin; Ibrahim Muter; S. Ilker Birbil (Comput. Oper. Res., 2020)

Rule Covering for Interpretation and Boosting. - S. Ilker Birbil; Mert Edali; Birol Yüceoglu (CoRR, 2020)

Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification. - Gürhan Ceylan; S. Ilker Birbil (CoRR, 2020)

Discovering Classification Rules for Interpretable Learning with Linear Programming. - M. Hakan Akyüz; S. Ilker Birbil (CoRR, 2021)

Differential Privacy in Multi-Party Resource Sharing. - Utku Karaca; S. Ilker Birbil; Nursen Aydin; Gizem Mullaoglu (CoRR, 2021)

Bolstering Stochastic Gradient Descent with Model Building. - S. Ilker Birbil; Ozgur Martin; Gönenç Onay; Figen Öztoprak (CoRR, 2021)

Learning with Subset Stacking. - S. Ilker Birbil; Sinan Yildirim; Kaya Gokalp; M. Hakan Akyüz (CoRR, 2021)

Why we do need Explainable AI for Healthcare. - Giovanni Cinà; Tabea Röber; Rob Goedhart; S. Ilker Birbil (CoRR, 2022)

Counterfactual Explanations Using Optimization With Constraint Learning. - Donato Maragno; Tabea E. Röber; S. Ilker Birbil (CoRR, 2022)

Machine Learning for K-adaptability in Two-stage Robust Optimization. - Esther Julien; Krzysztof Postek; S. Ilker Birbil (CoRR, 2022)

Differentially Private Accelerated Optimization Algorithms. - Nurdan Kuru; S. Ilker Birbil; Mert Gürbüzbalaban; Sinan Yildirim (SIAM J. Optim., 2022)

Co-designing algorithms for governance: Ensuring responsible and accountable algorithmic management of refugee camp supplies. - Rianne Dekker; Paul Koot; S. Ilker Birbil; Mark van Embden Andres (Big Data Soc., 2022)

Semantic match: Debugging feature attribution methods in XAI for healthcare. - Giovanni Cinà; Tabea E. Röber; Rob Goedhart; S. Ilker Birbil (CHIL, 2023)

Differentially Private Distributed Bayesian Linear Regression with MCMC. - Baris Alparslan; Sinan Yildirim; S. Ilker Birbil (ICML, 2023)

Fixing confirmation bias in feature attribution methods via semantic match. - Giovanni Cinà; Daniel Fernandez-Llaneza; Nishant Mishra; Tabea E. Röber; Sandro Pezzelle; Iacer Calixto; Rob Goedhart; S. Ilker Birbil (CoRR, 2023)

Masking primal and dual models for data privacy in network revenue management. - Utku Karaca; S. Ilker Birbil; Nursen Aydin; Gizem Mullaoglu (Eur. J. Oper. Res., 2023)

From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. - Segev Wasserkrug; Léonard Boussioux; Dick den Hertog; Farzaneh Mirzazadeh; S. Ilker Birbil; Jannis Kurtz; Donato Maragno (CoRR, 2024)

Output-Constrained Decision Trees. - S. Ilker Birbil; Doganay Özese; Mustafa Gökçe Baydogan (CoRR, 2024)

Counterfactual Explanations for Linear Optimization. - Jannis Kurtz; S. Ilker Birbil; Dick den Hertog (CoRR, 2024)

Clinicians' Voice: Fundamental Considerations for XAI in Healthcare. - Tabea Röber; Rob Goedhart; S. Ilker Birbil (CoRR, 2024)

Finding Regions of Counterfactual Explanations via Robust Optimization. - Donato Maragno; Jannis Kurtz; Tabea E. Röber; Rob Goedhart; S. Ilker Birbil; Dick den Hertog (INFORMS J. Comput., 2024)

Comparison of threshold tuning methods for predictive monitoring. - Paulina von Stackelberg; Rob Goedhart; S. Ilker Birbil; Ronald J. M. M. Does (Qual. Reliab. Eng. Int., 2024)

Enhancing Decision Making Through the Integration of Large Language Models and Operations Research Optimization. - Segev Wasserkrug; Léonard Boussioux; Dick den Hertog; Farzaneh Mirzazadeh; S. Ilker Birbil; Jannis Kurtz; Donato Maragno (AAAI, 2025)

Rule generation for classification: Scalability, interpretability, and fairness. - Tabea E. Röber; Adia C. Lumadjeng; M. Hakan Akyüz; S. Ilker Birbil (Comput. Oper. Res., 2025)

Machine Learning for K-Adaptability in Two-Stage Robust Optimization. - Esther Julien; Krzysztof Postek; S. Ilker Birbil (INFORMS J. Comput., 2025)

Mixed-Integer Optimization with Constraint Learning. - Donato Maragno; Holly M. Wiberg; Dimitris Bertsimas; S. Ilker Birbil; Dick den Hertog; Adejuyigbe O. Fajemisin (Oper. Res., 2025)

Communication strategies driving online health community patient awareness and engagement investigated within atrial fibrillation context. - Myrthe F. Kuipers; Umut Konus; Bianca J. J. M. Brundel; S. Ilker Birbil (npj Digit. Medicine, 2025)

Coherent Local Explanations for Mathematical Optimization. - Daan Otto; Jannis Kurtz; S. Ilker Birbil (CoRR, 2025)

Generating Samples to Question Trained Models. - E. Mehmet Kiral; Nursen Aydin; S. Ilker Birbil (CoRR, 2025)