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20002024

Onderzoeksresultaten per jaar

Persoonlijk profiel

Research profile

Yingqian Zhang is an Associate Professor in the Information Systems group at Eindhoven University of Technology (TU/e). Her research interests lie in the area of Artificial Intelligence for decision-making, particularly, machine learning, deep reinforcement learning, (trustworthy) data-driven optimization, and socially aware algorithms.    

She developes AI driven decision-making approaches in various problem domains, including logistics, transportation, manufacturing, and e-commerce. 


SUPERVISION

Yingqian Zhang is promotor of 
- Mohsen Abbaspour Onari
- Abdo Abouelrous
- Luca Begnardi
- Xia Jiang
- Robbert Reijnen
- Jesse van Remmerden
- Bart von Meijenfeldt
- Ya Song
- Igor Smit

Academic background

Yingqian Zhang received her PhD in Computer Science from the University of Manchester, UK.  She worked as an Assistant Professor in Econometrics Institute a t Erasmus University Rotterdam, and as a postdoc researcher in the Algorithmics group at TU Delft. She was a visiting professor in the Institute for Advanced Computer Studies at University of Maryland, College Park, USA in 2015.  

Yingqian is on the board of BNVKI  (Benelux Association for Artificial Intelligence), and on the technical expert board of European Big Data Value Association (BDVA).  She is an associate editor of journal "Annals of Mathematics and Artificial Intelligence", and serves yearly as a member of the technical Program Committee for major AI conference such as IJCAI, AAAI, AAMAS, ECAI.  She is on the executive committee of the working group DSO (Data Science meets Optimisation) of EURO (Association of European Operational Research Societies) to promote collaboration between AI and OR communities on the direction of machine learning and optimization.

Quote

I optimize decisions in a data-rich environment using AI.

Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN

In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):

  • SDG 3 – Goede gezondheid en welzijn
  • SDG 9 – Industrie, innovatie en infrastructuur
  • SDG 11 – Duurzame steden en gemeenschappen

Externe posities

Technical Expert Board Member, Big Data Value Association

2023 → …

Board Member, Benelux Association for Artificial Intelligence

2018 → …

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