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Publikationer 2009 2019

  • 17 Konferenceartikel i proceeding
  • 14 Tidsskriftartikel
  • 3 Bidrag til bog/antologi
  • 3 Konferenceartikel i tidsskrift
2019

Stochastic Weight Completion for Road Networks using Graph Convolutional Networks

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

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2018
3 Citationer (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, Bind 2018-June. s. 278-279 2 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Information management
Location based services
Testbeds
Computer science
Software engineering
7 Citationer (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 okt. 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. (red.). Association for Computing Machinery, s. 1527-1530 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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

Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 okt. 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. (red.). Association for Computing Machinery, s. 863-872 10 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

8 Citationer (Scopus)

Finding top-k optimal sequenced routes

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

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Shopping centers
Travel time
Gases
Labeling
Logistics
3 Citationer (Scopus)

Finding Top-k Shortest Paths with Diversity

Liu, H., Jin, C., Yang, B. & Zhou, A., 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE) . IEEE, s. 1761-1762 2 s. (Proceedings of the International Conference on Data Engineering).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Vehicle routing
Directed graphs
Computational complexity
12 Citationer (Scopus)

Finding top-k shortest paths with diversity

Liu, H., Jin, C., Yang, B. & Zhou, A., 1 jan. 2018, I : IEEE Transactions on Knowledge and Data Engineering. 30, 3, s. 488-502 15 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Vehicle routing
Directed graphs
Computational complexity
11 Citationer (Scopus)

Learning to route with sparse trajectory sets

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

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Trajectories
Availability

Message from the MDM 2018 program co-chairs

Hara, T., Lee, W. C. & Yang, B., 13 jul. 2018, I : Proceedings - IEEE International Conference on Mobile Data Management. 2018-June, s. xiii

Publikation: Bidrag til tidsskriftLederForskning

8 Citationer (Scopus)

Outlier detection for multidimensional time series using deep neural networks

Kieu, T., Yang, B. & Jensen, C. S., 13 jul. 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Bind 2018-June. s. 125-134 10 s. (IEEE International Conference on Mobile Data Management (MDM)).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Time series
Deep neural networks
Neural networks
Analog to digital conversion
Accelerometers
14 Citationer (Scopus)

PACE: a PAth-CEntric paradigm for stochastic path finding

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Costs
Trajectories
Travel time
14 Citationer (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, I : VLDB Journal. 27, 2, s. 179–200 22 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Time series
Costs
Random variables
Travel time
Global positioning system
2 Citationer (Scopus)

Stochastic shortest path finding in path-centric uncertain road networks

Andonov, G. & Yang, B., 13 jul. 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Bind 2018-June. s. 40-45 6 s. (IEEE International Conference on Mobile Data Management (MDM)).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Travel time
Global positioning system
Trajectories
2017
2 Citationer (Scopus)

Assessing the accuracy benefits of on-the-fly trajectory selection in fine-grained travel-time estimation

Waury, R., Hu, J., Yang, B. & Jensen, C. S., 29 jun. 2017, Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. IEEE, s. 240-245 6 s. 7962458

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Travel time
Trajectories
Availability
15 Citationer (Scopus)

Enabling time-dependent uncertain eco-weights for road networks

Hu, J., Yang, B., Jensen, C. S. & Ma, Y., 2017, I : Geoinformatica. 21, 1, s. 57-88

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

road network
histogram
Gas emissions
Greenhouse gases
greenhouse gas
2016
32 Citationer (Scopus)

Enabling Smart Transportation Systems: A Parallel Spatio-Temporal Database Approach

Ding, Z., Yang, B., Chi, Y. & Guo, L., 2016, I : IEEE Transactions on Computers. 65, 5, s. 1377-1391 15 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

10 Citationer (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, s. 449-460 12 s. (Advances in Database Technology).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
8 Citationer (Scopus)

Finding non-dominated paths in uncertain road networks

Aljubayrin, S., Yang, B., Jensen, C. S. & Zhang, R., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems . Association for Computing Machinery, 10 s. 15

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

31 Citationer (Scopus)
172 Downloads (Pure)

Path cost distribution estimation using trajectory data

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

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

Åben adgang
Fil
2015
40 Citationer (Scopus)

Discovery of Path Nearby Clusters in Spatial Networks

Shang, S., Zheng, K., Jensen, C. S., Yang, B., Kalnis, P., Li, G. & Wen, J-R., 2015, I : I E E E Transactions on Knowledge & Data Engineering. 27, 6, s. 1505-1518 14 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

27 Citationer (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, I : Geoinformatica. 19, 3, s. 567-599

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

fuel consumption
routing
Fuel consumption
Environmental impact
environmental impact
31 Citationer (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, s. 1412-1415 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

23 Citationer (Scopus)

Finding top-k local users in geo-tagged social media data

Jiang, J., Lu, H., Yang, B. & Cui, B., 2015, 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015. IEEE, s. 267-278 12 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

33 Citationer (Scopus)

Network-Matched Trajectory-Based Moving-Object Database: Models and Applications

Ding, Z., Yang, B., Güting, R. H. & Li, Y., 2015, I : IEEE Transactions on Intelligent Transportation Systems. 16, 4, s. 1918-1928 11 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

65 Citationer (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, s. 543-554 12 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

35 Citationer (Scopus)

Toward personalized, context-aware routing

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2014
27 Citationer (Scopus)

Towards Total Traffic Awareness

Guo, C., Jensen, C. S. & Yang, B., sep. 2014, I : SIGMOD Record. 43, 3, s. 18-23

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

40 Citationer (Scopus)

Using Incomplete Information for Complete Weight Annotation of Road Networks

Yang, B., Kaul, M. & Jensen, C. S., 2014, I : I E E E Transactions on Knowledge & Data Engineering. 26, 5, s. 1267-1279 13 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2013
24 Citationer (Scopus)

Building accurate 3D spatial networks to enable next generation intelligent transportation systems

Kaul, M., Yang, B. & Jensen, C. S., 11 sep. 2013, I : Proceedings - IEEE International Conference on Mobile Data Management. 1, s. 137-146 10 s., 6569130.

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

Data storage equipment
Vehicle routing
Lasers
Environmental impact
Scalability
6 Citationer (Scopus)

Finding Shortest Paths on Terrains by Killing Two Birds with One Stone

Kaul, M., Wong, R. C-W., Yang, B. & Jensen, C. S., 2013, I : PVLDB. 7, 1, s. 73-84 12 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

10 Citationer (Scopus)

iPark: Identifying parking spaces from trajectories

Yang, B., Fantini, N. & Jensen, C. S., 2 maj 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. s. 705-708 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Parking
Trajectories
Road construction
Blogs
Global positioning system
23 Citationer (Scopus)

Towards context-aware search and analysis on social media data

Derczynski, L. R. A., Yang, B. & Jensen, C. S., 2 maj 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. s. 137-142 6 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Epidemiology
Social sciences
Metadata
Data acquisition
Industry
66 Citationer (Scopus)

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

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

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2010

Indoor - A New Data Management Frontier

Jensen, C. S., Lu, H. & Yang, B., 2010, I : IEEE Computer Society Data Engineering Bulletin. 33, 2, s. 12-17

Publikation: Bidrag til tidsskriftTidsskriftartikelForskning

59 Citationer (Scopus)

Probabilistic Threshold k Nearest Neighbor Queries over Moving Objects in Symbolic Indoor Space.

Yang, B., Lu, H. & Jensen, C. S., 2010, EDBT '10 Proceedings of the 13th International Conference on Extending Database Technology. Association for Computing Machinery, s. 335 12 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2009
107 Citationer (Scopus)

Graph Model Based Indoor Tracking

Jensen, C. S., Lu, H. & Yang, B., 2009, Mobile Data Management: Systems, Services and Middleware, 2009. MDM '09. Tenth International Conference. IEEE Computer Society Press, s. 122-131

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Radio frequency identification (RFID)
Bluetooth
Information management
Refining
Navigation
53 Citationer (Scopus)

Indexing the Trajectories of Moving Objects in Symbolic Indoor Space

Jensen, C. S., Lu, H. & Yang, B., 2009, I : Lecture Notes in Computer Science. 5644, s. 208-227

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

Moving Objects
Indexing
Trajectories
Trajectory
Positioning
33 Citationer (Scopus)

Scalable Continuous Range Monitoring of Moving Objects in Symbolic Indoor Space

Yang, B., Lu, H. & Jensen, C. S., 2009, Proceeding of the 18th ACM conference on Information and knowledge management. Association for Computing Machinery, s. 671-680 10 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Monitoring
Query processing
Space applications
Global positioning system
Chemical activation