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Personal profile

Keywords

  • Computer Science
  • Data management
  • Machine Learning
  • Data Mining
  • Artificial Intelligence
  • Intelligent Transport Systems

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  • 4 Similar Profiles
Trajectories Engineering & Materials Science
Travel time Engineering & Materials Science
Vehicle routing Engineering & Materials Science
Time series Engineering & Materials Science
Directed graphs Engineering & Materials Science
Computational complexity Engineering & Materials Science
Global positioning system Engineering & Materials Science
routing Earth & Environmental Sciences

Network Dive into details by clicking on the dots.

Projects 2016 2023

Algorithmic Foundations for Data-Intensive Routing

Yang, B.

01/03/201928/02/2021

Project: Other

Astra: Analytics of Time series in spatial networks

Yang, B.

01/10/201830/09/2021

Project: Research

Research Output 2009 2019

Stochastic Weight Completion for Road Networks using Graph Convolutional Networks

Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, (Unpublished) Proceedings of 34th IEEE International Conference on Data Engineering, ICDE 2019. IEEE

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

ASTEP: Aau's spatio-temporal data analytics platform

Beuchert, M., Jensen, S. H., Sheikh-Omar, O. A., Svendsen, M. B. & Yang, B., 13 Jul 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Vol. 2018-June. p. 278-279 2 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Information management
Location based services
Testbeds
Computer science
Software engineering
7 Citations (Scopus)

Correlated Time Series Forecasting using Multi-Task Deep Neural Networks

Cirstea, R-G., Micu, D-V., Muresan, G-M., Guo, C. & Yang, B., 17 Oct 2018, CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1527-1530 4 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Time series
Recurrent neural networks
Neural networks
Analog to digital conversion
Deep neural networks
4 Citations (Scopus)

Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 863-872 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

8 Citations (Scopus)

Finding top-k optimal sequenced routes

Liu, H., Jin, C., Yang, B. & Zhou, A., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 569-580 12 p. 8509279. (Proceedings of the International Conference on Data Engineering).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Shopping centers
Travel time
Gases
Labeling
Logistics

Prizes

Sapere Aude Research Leader

Bin Yang (Recipient), 5 Dec 2018

Prize: Other prizes

Distinguished Scholar

Bin Yang (Recipient), 2018

Prize: Other prizes

Best paper at MDM 2013

Bin Yang (Recipient), 2013

Prize: Conference prizes

Best demo at MDM 2013

Bin Yang (Recipient), 2013

Prize: Conference prizes

Press / Media

Kunstig intelligens skal hjælpe Bring med at ruteoptimere

Bin Yang

18/01/2019

1 item of Media coverage

Press/Media: Press / Media

Kunstig intelligens gør trafikken smartere

Bin Yang

21/12/2018

1 item of Media coverage

Press/Media: Press / Media

Millionbevilling til AAU-forskere

Christian Ydesen, Katja Hose & Bin Yang

13/12/2018

2 items of Media coverage

Press/Media: Press / Media

Ny generation af Sapere Aude-forskningsledere er fundet

Bin Yang

05/12/2018

1 Media contribution

Press/Media: Press / Media