• 137 Citations
20082020

Research output per year

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Research Output

2020

A state aggregation approach for solving knapsack problem with Deep Reinforcement Learning

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 25 Apr 2020, In : arXiv. 17 p., 2004.12117.

Research output: Contribution to journalArticleAcademic

Open Access
File
3 Downloads (Pure)

Column generation based heuristic for learning classification trees

Firat, M., Crognier, G., Gabor, A. F., Hurkens, C. A. J. & Zhang, Y., Apr 2020, In : Computers & Operations Research. 116, 11 p., 104866.

Research output: Contribution to journalArticleAcademicpeer-review

49 Downloads (Pure)
2019

A decision support method to increase the revenue of ad publishers in waterfall strategy

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 1 May 2019, CIFEr 2019 - IEEE Conference on Computational Intelligence for Financial Engineering and Economics. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8759106

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
4 Citations (Scopus)
59 Downloads (Pure)

A reinforcement learning method to select ad networks in waterfall strategy

Afshar, R. R. A., Zhang, Y., Firat, M. & Kaymak, U., 1 Jan 2019, BNAIC/BENELEARN 2019: Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019). Beuls, K., Bogaerts, B. & Bontempi, G. (eds.). CEUR-WS.org, 2 p. 112. (CEUR Workshop Proceedings; vol. 2491).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
12 Downloads (Pure)

A reinforcement learning method to select ad networks in Waterfall Strategy

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 2019, ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence. van den Herik, J., Steels, L. & Rocha, A. (eds.). SCITEPRESS-Science and Technology Publications, Lda., Vol. 2. p. 256-265 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
5 Citations (Scopus)
44 Downloads (Pure)

Modeling uncertainty in declarative artifact-centric process models

Eshuis, R. & Firat, M., 29 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers: BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Berlin: Springer, p. 281-293 13 p. (Lecture Notes in Business Information Processing; vol. 342).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)
9 Downloads (Pure)

Reinforcement learning method for ad networks ordering in real-time bidding

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 2019, Agents and Artificial Intelligence: 11th International Conference, ICAART 2019, Prague, Czech Republic, February 19–21, 2019, Revised Selected Papers. van den Herik, J., Rocha, A. P. & Steels, L. (eds.). Berlin: Springer, p. 16-36 21 p. (Lecture Notes in Computer Science; vol. 11978)(Lecture Notes in Artificial Intelligence; vol. 11978).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2018

A Branch-and-Price approach to find optimal decision trees

Firat, M., Crognier, G., Gabor, A. & Zhang, Y., 8 Jul 2018.

Research output: Contribution to conferenceAbstractAcademic

A column generation approach for the shift design and rostering problem in airport ground handling

Firat, M., van Twist, J. & Hurkens, C. A. J., 8 Jul 2018.

Research output: Contribution to conferenceAbstractAcademic

Modeling uncertainty in declarative artifact-centric process models

Eshuis, H. & Firat, M., 2018.

Research output: Contribution to conferencePaper

2 Downloads (Pure)
2017
Open Access
File
73 Downloads (Pure)

Incorporating linear optimization into routing problems

Firat, M., Dellaert, N. P. & Nuijten, W. P. M., 2017.

Research output: Contribution to conferenceAbstract

2016

A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills

Firat, M., Briskorn, D. & Laugier, A., 1 Jun 2016, In : European Journal of Operational Research. 251, 2, p. 676-685

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
1 Downloads (Pure)

Solving routing problems by exploiting the dual of a master LP formulation

Firat, M., Dellaert, N. P. & Nuijten, W. P. M., Sep 2016, Eindhoven: Technische Universiteit Eindhoven. 20 p. (BETA publicatie : working papers; vol. 514)

Research output: Book/ReportReportAcademic

Open Access
File
149 Downloads (Pure)
2014

Stable multi-skill workforce assignments

Firat, M., Hurkens, C. A. J. & Laugier, A., 2014, In : Annals of Operations Research. 213, 1, p. 95-114 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
4 Downloads (Pure)
2013

Optimization of lifetime in sensor networks

Bansal, N., Bourne, D. P., Firat, M., de Graaf, M., Kapodistria, S., Kumar, K., Meerman, C., Mitici, M., Nardi, F. R., Rijk, de, B., Sarswat, S. & Scardia, L., 2013, Proceedings of the 84th European Study Group Mathematics with Industry (SWI 2012). Boon, M. A. A. (ed.). p. 39-69

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
30 Downloads (Pure)
2012

An improved MIP-based approach for a multi-skill workforce scheduling problem

Firat, M. & Hurkens, C. A. J., 2012, In : Journal of Scheduling. 15, 3, p. 363-380

Research output: Contribution to journalArticleAcademicpeer-review

59 Citations (Scopus)
5 Downloads (Pure)

Workforce scheduling and planning : a combinatorial approach

Firat, M., 2012, Eindhoven: Technische Universiteit Eindhoven. 116 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
112 Downloads (Pure)
2011

Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh

Firat, M. & Woeginger, G. J., 2011, In : Operations Research Letters. 39, 1, p. 32-35

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)

An improved MIP-based approach for a multi-skill workforce scheduling problem

Firat, M. & Hurkens, C. A. J., 2011, Eindhoven: Technische Universiteit Eindhoven. 29 p. (BETA publicatie : working papers; vol. 348)

Research output: Book/ReportReportAcademic

Open Access
File
113 Downloads (Pure)

Stability in multi-skill workforce assignments : complexity analysis and stable assignments polytope

Hurkens, C. A. J. & Firat, M., 2011, 10th Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP), Nymburk, Czech Republic, 2011 July 19-24. Praha: Charles University Press, p. 222-224 (ITI series; vol. 2011-525).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Vehicle refueling with limited resources

Firat, M., Hurkens, C. A. J. & Woeginger, G. J., 2011, 10th Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP), Nymburk, Czech Republic, 2011 July 19-24. Praha: Charles University Press, p. 134-136 (ITI series; vol. 2011-525).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Vehicle refueling with limited resources

Firat, M., Hurkens, C. A. J. & Woeginger, G. J., 2011, Eindhoven: Technische Universiteit Eindhoven. 14 p. (BETA publicatie : working papers; vol. 343)

Research output: Book/ReportReportAcademic

Open Access
File
45 Downloads (Pure)
2010

A combinatorial approach to multi-skill workforce scheduling

Firat, M. & Hurkens, C. A. J., 2010, Eindhoven: Technische Universiteit Eindhoven. (BETA publicatie : working papers; vol. 327)

Research output: Book/ReportReportAcademic

Open Access
File
179 Downloads (Pure)

Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh

Firat, M. & Woeginger, G. J., 2010, Eindhoven: Technische Universiteit Eindhoven. 8 p. (BETA publicatie : working papers; vol. 338)

Research output: Book/ReportReportAcademic

Open Access
File
111 Downloads (Pure)

Attaining stability in multi-skill workforce scheduling

Firat, M. & Hurkens, C. A. J., 2010, Eindhoven: Technische Universiteit Eindhoven. 29 p. (BETA publicatie : working papers; vol. 335)

Research output: Book/ReportReportAcademic

Open Access
File
36 Downloads (Pure)

Design and optimization of a fuzzy-neural hybrid controller for an artificial muscle robotic arm using genetic algorithms

Erdemir, E., Özkan, M., Kawamura, K., Wilkes, D. M., Firat, M. & Polat, A., 2010, 2010 IEEE-RAS International Conference on Humanoid Robots (Nashville TN, USA, December 6-8, 2010). Institute of Electrical and Electronics Engineers, p. 530-535

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
119 Downloads (Pure)

Stability in multi-skill workforce scheduling

Firat, M., Hurkens, C. A. J. & Laugier, A., 2010, Eindhoven: Technische Universiteit Eindhoven. 12 p. (BETA publicatie : working papers; vol. 326)

Research output: Book/ReportReportAcademic

Open Access
File
43 Downloads (Pure)
2008

A parametric fuzzy logic approach to dynamic part routing under full routing flexibility

Bilge, U., Firat, M. & Albey, E., 2008, In : Computers & Industrial Engineering. 55, 1, p. 15-33

Research output: Contribution to journalArticleAcademicpeer-review

26 Citations (Scopus)
1 Downloads (Pure)