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Research Output 1998 2019

2019
2 Citations (Scopus)

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
1 Citation (Scopus)

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

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

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

Open Access
File
Particle swarm optimization (PSO)
Marketing
Experiments
2 Citations (Scopus)

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. Steels, L., Rocha, A. & van den Herik, J. (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

Column generation based math-heuristic for classification trees

Firat, M., Crognier, G., Gabor, A., Hurkens, C. A. J. & Zhang, Y., 6 Jul 2019, (Submitted) In : Computers & Operations Research. 29 p., 1810.06684v1

Research output: Contribution to journalArticleAcademicpeer-review

File
Classification Tree
Column Generation
Decision trees
Linear programming
Integer Linear Programming

Data driven design for online industrial auctions

Ye, Q. C., Rhuggenaath, J., Zhang, Y., Verwer, S. & Hilgeman, M. J., 2019, (In preparation) 7 p.

Research output: Contribution to conferencePaperAcademic

File
Display devices

Data-driven policy on feasibility determination for the train shunting problem

De Oliveira Da Costa, P., Rhuggenaath, J., Zhang, Y., Akcay, A., Lee, W-J. & Kaymak, U., 2019, (Accepted/In press) The European Conference on Machine Learning (ECML) and Principles and Practice of Knowledge Discovery in Databases (PKDD). 16 p.

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

Open Access
File
Planning
Scheduling
Parking
Learning systems
Decision making

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., Rocha, A. & van den Herik, J. (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

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

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 2019, (Accepted/In press) 2019 IEEE International Conference on Fuzzy Systems. Institute of Electrical and Electronics Engineers

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

Open Access
File

Learning optimal classification trees using a binary linear program formulation

Verwer, S. & Zhang, Y., 2019, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). AAAI Press, Vol. 33, p. 1625-1632

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

Open Access
File
Linear programming

Machine learning based simulation optimisation for trailer management

Rijnen, D. J. F., Rhuggenaath, J., Costa, P. R. D. O. D. & Zhang, Y., 2019, (Accepted/In press) IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC). IEEE-SMC

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

Open Access
File
Light trailers
Learning systems
Feedforward neural networks
Discrete event simulation
Industry
2 Citations (Scopus)

Optimizing reserve prices for publishers in online ad auctions

Rhuggenaath, J., Akcay, A., Zhang, Y. & Kaymak, U., 2019, 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

Remaining useful lifetime prediction via deep domain adaptation

Costa, P. R. D. O. D., Akcay, A., Zhang, Y. & Kaymak, U., 17 Jul 2019, In : arXiv. 30 p., 1907.07480v1

Research output: Contribution to journalArticleAcademic

Open Access
File
Health
Neural networks
Condition monitoring
Time series
Degradation

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

Term based semantic clusters for very short text classification

Paalman, J., Mullick, S., Zervanou, K. & Zhang, Y., 2019, (Accepted/In press) Proceedings of the International Conference Recent Advances in Natural Language Processing 2019. Association for Computational Linguistics (ACL), 10 p.

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

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 conferenceAbstractAcademic

Decision trees
Linear programming
Artificial intelligence

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

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

2 Citations (Scopus)

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

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 conferenceAbstractAcademic

Open Access
File
7 Citations (Scopus)

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
5 Citations (Scopus)

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
2 Citations (Scopus)

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)
57 Citations (Scopus)

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
10 Citations (Scopus)

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, JY-T., 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

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)

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
10 Citations (Scopus)

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)

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)

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

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

56 Citations (Scopus)

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
And supply chain management
Coordination problems

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)

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)

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

Preventing under-reporting in social task allocation

de Weerdt, M. M. & Zhang, Y., 2010, Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis: AAMAS Workshop, AMEC 2008, Estoril, Portugal, May 12-16, 2008, and AAAI Workshop, TADA 2008, Chicago, IL, USA, July 14, 2008, Revised Selected Papers. Ketter, W., La Poutré, H., Sadeh, N., Shehory, O. & Walsh, W. (eds.). Berlin: Springer, p. 1-14 (Lecture Notes in Business Information Processing; vol. 44)

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

Open Access
Space time adaptive processing
Approximation algorithms
Experiments
2009
13 Citations (Scopus)

Computing the Fault Tolerance of Multiagent Deployment

Zhang, Y., Manisterski, E., Kraus, S., Subrahmanian, V. S. & Peleg, D., Mar 2009, In : Artificial Intelligence. 173, 3-4, p. 437–465

Research output: Contribution to journalArticleAcademicpeer-review

Fault tolerance
tolerance
Heuristic algorithms
Multi agent systems
Fault
4 Citations (Scopus)

Creating incentives to prevent intentional execution failures

Zhang, Y. & de Weerdt, M. M., 2009, IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09, 15-18 September 2009, Milan, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 431-434

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

Multi agent systems
18 Citations (Scopus)

On the complexity of efficiency and envy-freeness in fair division of indivisible goods with additive preferences

de Keijzer, B., Bouveret, S., Klos, T. B. & Zhang, Y., 2009, Algorithmic Decision Theory: First International Conference, ADT 2009, Venice, Italy, October 20-23, 2009. Proceedings. Rossi, F. & Tsoukias, A. (eds.). Berlin: Springer, p. 98-110 (LNCS; vol. 5783)

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

Envy-freeness
Fair division
Allocation problem
Fairness
Envy-free
2008

Autonomous scheduling

Yadati, C., Witteveen, C., Zhang, Y., Wu, M. & La Poutré, H., 2008, IEEE 49th Annual IEEE Symposium on Foundations of Computer Science, 2008. FOCS '08. . Piscataway: Institute of Electrical and Electronics Engineers, p. 73–79

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

2 Citations (Scopus)

Autonomous scheduling with unbounded and bounded agents

Yadati, C., Witteveen, C., Zhang, Y., Wu, M. & Poutré, La, J. A., 2008, Multiagent system technologies : 6th German conference, MATES 2008 : Kaiserslautern, Germany, September 23-26, 2008 : proceedings. Bergmann, R., Lindemann, G., Kirn, S. & Pechoucek, M. (eds.). Berlin: Springer, p. 195-206 (Lecture Notes in Computer Science; vol. 5244)

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

Schedule
Makespan
Concurrency
Approximation algorithms
Optimality

Of mechanism design and multiagent planning

van der Krogt, R. P. J., de Weerdt, M. M. & Zhang, Y., 2008, Proceedings of the European Conference on Artificial Intelligence (ECAI-08), 21-25 July 2008, Patras, Greece. IOS Press, p. 423-427

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

3 Citations (Scopus)

Plan coordination mechanisms and the price of autonomy

Steenhuisen, J. R., Witteveen, C. & Zhang, Y., 2008, Computational Logic in Multi-Agent Systems: 8th International Workshop, CLIMA VIII, Porto, Portugal, September 10-11, 2007. Revised Selected and Invited Papers. Sadri, F. & Satoh, K. (eds.). Berlin: Springer, p. 1-21 (LNCS; vol. 5056)

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

Planning
Multi agent systems
2007
33 Citations (Scopus)

Distributed task allocation in social networks

de Weerdt, M. M., Zhang, Y. & Klos, T. B., 2007, Proceedings of the 6th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’07), 24-27 may 207, Honolulu, Hawaii. Association for Computing Machinery, Inc, p. 488–495

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

VCG-based truthful mechanisms for social task allocation

Zhang, Y. & de Weerdt, M., 2007, Proceedings of the 5th European Workshop on Multi-Agent Systems. SOIE, p. 378-394

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

Open Access
File
2005
1 Citation (Scopus)

Approximation results for probabilistic survivability

Zhang, Y., Manisterski, E., Kraus, S. & Subrahmanian, V. S., 2005, 2005 IEEE 2nd Symposium on Multi-Agent Security and Survivability, 30-31 August 2005. Brussels: IEEE Computer Society, p. 1-10

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