Yingqian Zhang

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Uzay KaymakProfessor of information systems in the healthcare, Eindhoven University of TechnologyVerified email at ieee.org
Alp AkcayAssociate Professor, Eindhoven University of TechnologyVerified email at tue.nl
Paulo da CostaVerified email at integralads.com
Jason RhuggenaathEindhoven University of TechnologyVerified email at tue.nl
Sicco VerwerDelft University of TechnologyVerified email at tudelft.nl
Reza Refaei AfsharEindhoven University of TechnologyVerified email at tue.nl
Mathijs de WeerdtFull Professor of Computer Science, Delft University of TechnologyVerified email at tudelft.nl
Robbert ReijnenPhD CandidateVerified email at tue.nl
Cees WitteveenProfessor of algorithmics (emeritus) Delft University of TechnologyVerified email at tudelft.nl
Zaharah A. BukhshAssistant professor, Eindhoven University of TechnologyVerified email at tue.nl
Adriana GaborKhalifa University, Abu DhabiVerified email at ku.ac.ae
Bart de KeijzerKing's College LondonVerified email at kcl.ac.uk
Laurens BliekAssistant professor at Eindhoven University of TechnologyVerified email at tue.nl
Kalliopi A. ZervanouUtrecht UniversityVerified email at uu.nl
Jürgen DixProfessor (emeritus), Chair for Artificial Intelligence, TU ClausthalVerified email at tu-clausthal.de
V.S. SubrahmanianDepartment of Computer Science & ISTS, Dartmouth CollegeVerified email at dartmouth.edu
Sarit KrausProfessor Of Computer Science, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Cor HurkensTU EindhovenVerified email at tue.nl
Jun-Qiang WANG (王军强)Northwestern Polytechnical University (NPU) 西北工业大学Verified email at nwpu.edu.cn
Remco DijkmanEindhoven University of TechnologyVerified email at tue.nl

Yingqian Zhang

Associate Professor of AI for Decision-Making, Eindhoven University of Technology

Verified email at tue.nl - Homepage

Artificial Intelligence Data-Driven Optimization Deep RL Social-aware Algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Remaining useful lifetime prediction via deep domain adaptation PRO da Costa, A Akçay, Y Zhang, U Kaymak Reliability Engineering & System Safety, 106682, 2019	280	2019
Learning optimal classification trees using a binary linear program formulation S Verwer, Y Zhang Proceedings of the AAAI conference on artificial intelligence 33 (01), 1625-1632, 2019	202	2019
Learning 2-opt heuristics for the traveling salesman problem via deep reinforcement learning PR d O Costa, J Rhuggenaath, Y Zhang, A Akcay Asian Conference on Machine Learning, 465-480, 2020	158	2020
Distributed task allocation in social networks M De Weerdt, Y Zhang, T Klos Proceedings of the 6th international joint conference on Autonomous agents …, 2007	109	2007
Multiagent task allocation in social networks MM de Weerdt, Y Zhang, T Klos Autonomous Agents and Multi-Agent Systems 25, 46-86, 2012	100	2012
Learning decision trees with flexible constraints and objectives using integer optimization S Verwer, Y Zhang Integration of AI and OR Techniques in Constraint Programming: 14th …, 2017	90	2017
On the complexity of efficiency and envy-freeness in fair division of indivisible goods with additive preferences B Keijzer, S Bouveret, T Klos, Y Zhang International Conference on Algorithmic Decision Theory, 98-110, 2009	89	2009
Auction optimization using regression trees and linear models as integer programs S Verwer, Y Zhang, QC Ye Artificial Intelligence 244, 368–395, 2017	62	2017
Solving the online batching problem using deep reinforcement learning B Cals, Y Zhang, R Dijkman, C van Dorst Computers & Industrial Engineering 156, 107221, 2021	54	2021
Attention and long short-term memory network for remaining useful lifetime predictions of turbofan engine degradation PRDO Da Costa, A Akcay, Y Zhang, U Kaymak International journal of prognostics and health management 10, 034, 2019	47	2019
Learning 2-opt heuristics for routing problems via deep reinforcement learning P da Costa, J Rhuggenaath, Y Zhang, A Akcay, U Kaymak SN Computer Science 2, 1-16, 2021	44	2021
A group risk assessment approach for the selection of pharmaceutical product shipping lanes S Faghih-Roohi, A Akcay, Y Zhang, E Shekarian, E de Jong International Journal of Production Economics 229, 107774, 2020	42	2020
Column generation based math-heuristic for classification trees M Firat, G Crognier, AF Gabor, CAJ Hurkens, Y Zhang arXiv preprint arXiv:1810.06684, 2018	41*	2018
Two-agent scheduling on a single parallel-batching machine with equal processing time and non-identical job sizes JQ Wang, GQ Fan, Y Zhang, CW Zhang, JYT Leung European Journal of Operational Research 258 (2), 478-490, 2017	38	2017
Schedule-based Execution Bottlenecks Identification in a Job Shop J Wang, J Chen, Y Zhang, GQ Huang Computers & Industrial Engineering 98 (0360-8352), 308-322, 2016	37	2016
Shunting Trains with Deep Reinforcement Learning E Peer, Y Zhang, V Menkovski, WJ Lee, B Huisman The 30th Benelux Conference on Artificial Intelligence, 175-176, 2018	34	2018
Shunting Trains with Deep Reinforcement Learning E Peer, V Menkovski, Y Zhang, WJ Lee The 2018 IEEE International Conference on Systems, Man, and Cybernetics …, 2018	34	2018
Fair task allocation in transportation QC Ye, Y Zhang, R Dekker Omega 68, 1-16, 2017	33	2017
Enumeration and exact design of weighted voting games B de Keijzer, T Klos, Y Zhang Proceedings of the 9th International Conference on Autonomous Agents and …, 2010	32	2010
IMPACT: a multi-agent framework with declarative semantics J Dix, Y Zhang Multi-agent programming: languages, platforms and applications, 69-94, 2005	31	2005

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