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Research Output 1998 2020

2020
47 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

Classification Tree
Column Generation
Decision trees
Linear programming
Integer Linear Programming
19 Downloads (Pure)

Remaining useful lifetime prediction via deep domain adaptation

da Costa, P. R. D. O., Akçay, A., Zhang, Y. & Kaymak, U., 1 Mar 2020, In : Reliability Engineering and System Safety. 195, 13 p., 106682.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Neural networks
Condition monitoring
Propulsion
NASA
Health
2019
4 Citations (Scopus)
46 Downloads (Pure)

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
Websites
Marketing
Sales
Reinforcement learning
7 Downloads (Pure)

A heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand

Rhuggenaath, J., de Oliveira da Costa, P. R., Akcay, A., Zhang, Y. & Kaymak, U., Oct 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) . Piscataway: Institute of Electrical and Electronics Engineers, p. 3693-3698 6 p. 8914590

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

Open Access
File
Dynamic demand
Price changes
Dynamic pricing
Seller
Heuristics
3 Citations (Scopus)
92 Downloads (Pure)

A PSO-based algorithm for reserve price optimization in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 2611-2619 9 p. 8789915

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

Open Access
File
Particle swarm optimization (PSO)
Marketing
Experiments
4 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
5 Citations (Scopus)
33 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
Reinforcement learning
Websites
Marketing

Boosting local search using machine learning: a study on improving local search by graph classification in determining capacity of shunting yards

van de Ven, A., Zhang, Y. & Lee, W-J., Dec 2019, Agents and Artificial Intelligence. ICAART 2019. Cham: Springer, p. 183-203 21 p. (Lecture Notes in Computer Science ; vol. 11978).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Learning systems
Simulators
Neural networks
Planning
Local search (optimization)
13 Downloads (Pure)

Data driven design for online industrial auctions

Ye, Q. C., Rhuggenaath, J., Zhang, Y., Verwer, S. E. & Hilgeman, M. J., 2019. 7 p.

Research output: Contribution to conferencePaper

Open Access
File
Display devices
41 Downloads (Pure)
Open Access
File
Planning
Scheduling
Parking
Learning systems
Decision making
4 Downloads (Pure)
Open Access
File
Planning
Scheduling
Parking
Learning systems
Decision making
1 Citation (Scopus)
64 Downloads (Pure)

Determining capacity of shunting yards by combining graph classification with local search

van de Ven, A. J. G., Zhang, Y., Lee, W-J., Eshuis, H. & Wilbik, A. M., 2019, 11th International Conference on Agents and Artificial Intelligence (ICAART 2019). Steels, L., van den Herik, J. & Rocha, A. (eds.). SCITEPRESS-Science and Technology Publications, Lda., Vol. 2. p. 285-293 9 p.

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

Open Access
File
Learning systems
Simulators
Industrial applications
Neural networks
Planning
3 Citations (Scopus)
46 Downloads (Pure)

Fuzzy logic based pricing combined with adaptive search for reserve price optimization in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 1 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8858975

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

Open Access
File
Auctions
Fuzzy Logic
Fuzzy logic
Pricing
Optimization
22 Downloads (Pure)

Learning optimal classification trees using a binary linear program formulation

Verwer, S. & Zhang, Y., 2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Palo Alto, California USA: AAAI Press, p. 1625-1632

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

Open Access
File
Linear programming
3 Downloads (Pure)

Learning optimal classification trees using a binary linear program formulation (extended abstract)

Verwer, S. & Zhang, Y., 1 Jan 2019. 2 p.

Research output: Contribution to conferenceAbstract

Open Access
File
Linear programming
9 Downloads (Pure)

Lost and found: predicting airline baggage at-risk of being mishandled

van Leeuwen, H., Zhang, Y., Zervanou, K., Mullick, S., Kaymak, U. & de Ruijter, T., Dec 2019, (Accepted/In press) Proceedings of the International Conference on Agents and Artificial Intelligence.

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

Open Access
File
Logistics
Industry
20 Downloads (Pure)

Machine learning based simulation optimisation for trailer management

Rijnen, D. J. F., Rhuggenaath, J., Costa, P. R. D. O. D. & Zhang, Y., 2019, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC). Piscataway: IEEE-SMC, p. 3687-3692 6 p.

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

Open Access
File
Light trailers
Learning systems
Feedforward neural networks
Discrete event simulation
Industry
1 Downloads (Pure)

Optimal display-ad allocation with guaranteed contracts and supply side platforms

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 1 Nov 2019, In : Computers and Industrial Engineering. 137, 13 p., 106071.

Research output: Contribution to journalArticleAcademicpeer-review

Stochastic programming
Display devices
Websites
Sales
Experiments
5 Citations (Scopus)
156 Downloads (Pure)

Optimizing reserve prices for publishers in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., May 2019, CIFEr 2019 - IEEE Conference on Computational Intelligence for Financial Engineering and Economics. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8759123

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

Open Access
File
Sampling
Experiments
Uncertainty

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

Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 2019, Reinforcement learning method for ad networks ordering in real-time bidding. van den Herik, J., Rocha, A. P. & Steels, L. (eds.). Springer International Publishing Switzerland, p. 16-36 (Lecture Notes in Computer Science; vol. 11978).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Reinforcement learning
Sensitivity analysis
Marketing
47 Downloads (Pure)

Solving bin-packing problems under privacy preservation: possibilities and trade-offs

Hoogervorst, R., Zhang, Y., Tillem, G., Erkin, Z. & Verwer, S., 1 Oct 2019, In : Information Sciences. 500, p. 203-216 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Privacy Preservation
Bin Packing Problem
Bins
Stochastic Programming
Trade-offs
7 Downloads (Pure)

Term based semantic clusters for very short text classification

Paalman, J., Mullick, S., Zervanou, K. & Zhang, Y., 8 Nov 2019. 12 p.

Research output: Contribution to conferenceAbstract

Open Access
File
Semantics
Classifiers

Term based semantic clusters for very short text classification

Paalman, J., Mullick, S., Zervanou, K. & Zhang, Y., 2019, International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings. Angelova, G., Mitkov, R., Nikolova, I., Temnikova, I. & Temnikova, I. (eds.). Incoma Ltd, p. 878-887 10 p.

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

Open Access
Semantics
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 conferenceAbstract

Decision trees
Linear programming
Artificial intelligence
1 Downloads (Pure)

Learning fuzzy decision trees using integer optimization

Rhuggenaath, J., Zhang, Y., Akcay, A., Kaymak, U. & Verwer, S., 9 Nov 2018, 30th Benelux Conference on Artificial Intelligence: BNAIC 2018 Preproceedings. Atzmueller, M. & Duivesteijn, W. (eds.). p. 195-196 2 p. (Belgian/Netherlands Artificial Intelligence Conference).

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

2 Citations (Scopus)
438 Downloads (Pure)

Learning fuzzy decision trees using integer programming

Rhuggenaath, J. S., Zhang, Y., Akcay, A., Kaymak, U. & Verwer, S. E., 2018, 2018 IEEE International Conference on Fuzzy Systems. Piscataway: Institute of Electrical and Electronics Engineers, p. 312-319 8 p.

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

Open Access
File
Integer programming
Decision trees
Mathematical programming
Fuzzy inference
Linear programming
2 Downloads (Pure)

Shunting trains with deep reinforcement learning

Peer, E., Zhang, Y., Menkovski, V., Lee, W-J. & Huisman, B., 2018, 30th Benelux Conference on Artificial Intelligence. Atzmueller, M. & Duivesteijn, W. (eds.). p. 175-176

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

3 Citations (Scopus)
213 Downloads (Pure)

Shunting trains with deep reinforcement learning

Peer, E., Menkovski, V., Zhang, Y. & Lee, W-J., 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) . IEEE-SMC, p. 3063-3068 6 p.

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

Open Access
File
Reinforcement learning
Decision making
Uncertainty
2017
58 Downloads (Pure)

An agent-based model for feasibility and diffusion of crowd shipping

van de Westelaken, M. & Zhang, Y., 2017, p. 419-420.

Research output: Contribution to conferenceAbstract

Open Access
File
11 Citations (Scopus)
13 Downloads (Pure)

Auction optimization using regression trees and linear models as integer programs

Verwer, S., Zhang, Y. & Ye, Q. C., Mar 2017, In : Artificial Intelligence. 244, p. 368-395 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

auction
linear model
regression
revenue
Linear regression
6 Citations (Scopus)
1 Downloads (Pure)

Fair task allocation in transportation

Ye, Q. C., Zhang, Y. & Dekker, R., Apr 2017, In : Omega : The International Journal of Management Science. 68, p. 1-16

Research output: Contribution to journalArticleAcademicpeer-review

Costs
Allocation problem
Task allocation
Fairness
Cost allocation
7 Citations (Scopus)
3 Downloads (Pure)

Learning decision trees with flexible constraints and objectives using integer optimization

Verwer, S. & Zhang, Y., 2017, Integration of AI and OR Techniques in Constraint Programming - 14th International Conference, CPAIOR 2017, Proceedings. Springer, p. 94-103 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10335 LNCS).

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

Decision trees
Decision tree
Integer
Optimization
Trees (mathematics)
81 Citations (Scopus)
6 Downloads (Pure)

Modeling participation behavior in repeated task allocations with fuzzy connectives

Ye, Q. C., Zhang, Y. & Kaymak, U., 27 Nov 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 3219-3224 6 p.

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

Open Access
File
Fuzzy Connectives
Task Allocation
Welfare
Modeling
Game
12 Citations (Scopus)
1 Downloads (Pure)

Two-agent scheduling on a single parallel-batching machine with equal processing time and non-identical job sizes

Wang, J. Q., Fan, G. Q., Zhang, Y., Zhang, C. W. & Leung, J. Y. T., 16 Apr 2017, In : European Journal of Operational Research. 258, 2, p. 478-490 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Batching
Scheduling
Heuristics
Processing
Approximation algorithms
2016
12 Downloads (Pure)

Fair task allocation in transportation

Ye, Q. C., Zhang, Y. & Dekker, R., 2016, 28th Benelux Conference on Artificial Intelligence (BNAIC2016). p. 198-199 2 p.

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

Open Access
File
3 Citations (Scopus)
1 Downloads (Pure)

Participation behavior and social welfare in repeated task allocations

Ye, Q. C. & Zhang, Y., 2016, 2016 International Conference on Agents, ICA 2016, 28-30 September 2016, Matsue, Shimane, Japan. Piscataway: Institute of Electrical and Electronics Engineers, p. 94-97 4 p. 7812975

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

Task Allocation
Welfare
Optimality
Fairness
Prospect Theory
11 Citations (Scopus)
6 Downloads (Pure)

Schedule-based execution bottleneck identification in a job shop

Wang, J-Q., Chen, J., Zhang, Y. & Huang, G. Q., Aug 2016, In : Computers & Industrial Engineering. 98, p. 308-322 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Planning
Scheduling
Job shop scheduling
2014
7 Citations (Scopus)
1 Downloads (Pure)

A Tabu Search Algorithm for application placement in computer clustering

van der Gaast, J., Rietveld, C. A., Gabor, A. & Zhang, Y., 2014, In : Computers & Operations Research. 50, p. 38-46

Research output: Contribution to journalArticleAcademicpeer-review

Tabu Search Algorithm
Tabu search
Placement
Tabu Search
Clustering
3 Citations (Scopus)
110 Downloads (Pure)

Finding optimal solutions for voting game design problems

de Keijzer, B., Klos, T. B. & Zhang, Y., 2014, In : Journal of Artificial Intelligence Research. 50, p. 105-140

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Inverse problems
Polynomials
Experiments

Learning optimization models in the presence of unknown relations

Verwer, S., Zhang, Y. & Ye, Q. C., 6 Jan 2014, In : arXiv. 1401.1061v2 , 37 p., 1401.1061v2 [cs.AI].

Research output: Contribution to journalArticleAcademic

2012
1 Downloads (Pure)

Mechanism for robust procurements

Zhang, Y. & Verwer, S., 2012, PRIMA 2012 : Principles and Practice of Multi-Agent Systems: 15th International Conference, Kuching, Sarawak, Malaysia, September 3-7, 2012. Proceedings. Berlin: Springer, p. 77–91 (LNCS; vol. 7455).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

58 Citations (Scopus)
83 Downloads (Pure)

Multiagent task allocation in social networks

de Weerdt, M., Zhang, Y. & Klos, T. B., 2012, In : Autonomous Agents and Multi-Agent Systems. 25, 1, p. 46-86

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Small-world networks
Complex networks
Scalability
Computational complexity
Experiments

Revenue prediction in budget-constrained sequential auctions with complementarities

Verwer, S. & Zhang, Y., 2012, AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, 4-8 June 2008, Valencia, Spain. Richland: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 1399-1400

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

2011

Improving task-based plan coordination

Yadati, C., Witteveen, C. & Zhang, Y., 2011, Collaborative Agents - Research and Development: International Workshops, CARE@AI09 2009 / CARE@IAT10 2010, Melbourne Australia, December 1, 2009 and Toronto Canada, August 31, 2010, Revised Selected Papers. Berlin: Springer, p. 175-186 (LNCS; vol. 6066).

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

Approximation algorithms
Planning
Autonomous agents
Coordination problems
And supply chain management
4 Downloads (Pure)

Learning revenue-maximizing orderings in sequential auctions

Verwer, S. & Zhang, Y., 2011, 23rd Benelux Conference on Artificial Intelligence (BNAIC 2011). p. 320-327 8 p.

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

Open Access
File
2 Citations (Scopus)
1 Downloads (Pure)

Multi-player multi-issue negotiation with complete information

Wu, M., de Weerdt, M. M., La Poutré, H., Yadati, C., Zhang, Y. & Witteveen, C., 2011, Innovations in Agent-Based Complex Automated Negotiations. Ito, T., Robu, V., Fatima, S., Matsuo, T. & Yamaki, H. (eds.). Berlin: Springer, p. 147-159 (Studies in Computational Intelligence; vol. 319).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

2010
1 Citation (Scopus)

Coordinating agents : an analysis of coordination in supply-chain management tasks

Yadati, C., Witteveen, C. & Zhang, Y., 2010, Agents and Artificial Intelligence : Second International Conference, ICAART 2010, Valencia, Spain, January 22-24, 2010. Filipe, J., Fred, A. & Sharp, B. (eds.). Setubal: SCITEPRESS-Science and Technology Publications, Lda., Vol. 2: Agents. p. 218–223

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

6 Citations (Scopus)
35 Downloads (Pure)

Coordination by Design and the Price of Autonomy

ter Mors, A., Yadati, C., Witteveen, C. & Zhang, Y., May 2010, In : Autonomous Agents and Multi-Agent Systems. 20, 3, p. 308-341

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File

Enumeration and exact design of weighted voting games

de Keijzer, B., Klos, T. B. & Zhang, Y., 2010, 9th International Conference on Autonomous Agents and Multiagent Systems. New York: IFAAMAS Press, Vol. 1. p. 391–398

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

Open Access
Polynomials