• Selma Lagerløfs Vej 300, 3-2-34

    9220 Aalborg Ø

    Denmark

20132019
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Research Output 2013 2019

  • 6 Journal article
  • 5 Article in proceeding
  • 2 Book chapter
  • 1 Conference article in Journal
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Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, (Unpublished) Proceedings of 34th IEEE International Conference on Data Engineering, ICDE 2019.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

2018
1 Citation (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
1 Citation (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

7 Citations (Scopus)

Learning to route with sparse trajectory sets

Guo, C., Yang, B., Hu, J. & Jensen, C. S., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 1073-1084 12 p. 8509321. (Proceedings of the International Conference on Data Engineering).

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

Trajectories
Availability
7 Citations (Scopus)

PACE: a PAth-CEntric paradigm for stochastic path finding

Yang, B., Dai, J., Guo, C., Jensen, C. S. & Hu, J., 2018, In : VLDB Journal. 27, 2, p. 153-178 26 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Costs
Trajectories
Travel time
10 Citations (Scopus)

Risk-aware path selection with time-varying, uncertain travel costs: a time series approach

Hu, J., Yang, B., Guo, C. & Jensen, C. S., 1 Apr 2018, In : VLDB Journal. 27, 2, p. 179–200 22 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Time series
Costs
Random variables
Travel time
Global positioning system
2016
9 Citations (Scopus)

Finding Frequently Visited Indoor POIs Using Symbolic Indoor Tracking Data

Lu, H., Guo, C., Yang, B. & Jensen, C. S., 2016, Proceedings of the 19th International Conference on Extending Database Technology (EDBT). OpenProceedings.org, p. 449-460 12 p. (Advances in Database Technology).

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

Open Access
25 Citations (Scopus)
126 Downloads (Pure)

Path cost distribution estimation using trajectory data

Dai, J., Yang, B., Guo, C., Jensen, C. S. & Hu, J., 2016, In : Proceedings of the VLDB Endowment. 10, 3, p. 85-96 12 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
File
2015
24 Citations (Scopus)

EcoMark 2.0: empowering eco-routing with vehicular environmental models and actual vehicle fuel consumption data

Guo, C., Yang, B., Andersen, O., Jensen, C. S. & Torp, K., Jul 2015, In : Geoinformatica. 19, 3, p. 567-599

Research output: Contribution to journalJournal articleResearchpeer-review

fuel consumption
routing
Fuel consumption
Environmental impact
environmental impact
28 Citations (Scopus)

EcoSky: Reducing vehicular environmental impact through eco-routing

Guo, C., Yang, B., Andersen, O., Jensen, C. S. & Torp, K., 2015, 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015. IEEE, p. 1412-1415 4 p.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

57 Citations (Scopus)

Personalized route recommendation using big trajectory data

Dai, J., Yang, B., Guo, C. & Ding, Z., 2015, 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015. IEEE, p. 543-554 12 p.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

34 Citations (Scopus)

Toward personalized, context-aware routing

Yang, B., Guo, C., Ma, Y. & Jensen, C. S., 2015, In : V L D B Journal. 24, 2, p. 297-318

Research output: Contribution to journalJournal articleResearchpeer-review

2014
25 Citations (Scopus)

Towards Total Traffic Awareness

Guo, C., Jensen, C. S. & Yang, B., Sep 2014, In : SIGMOD Record. 43, 3, p. 18-23

Research output: Contribution to journalJournal articleResearchpeer-review

2013
63 Citations (Scopus)

Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models

Yang, B., Guo, C. & Jensen, C. S., 2013, In : PVLDB. 6, 9, p. 769-780 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review