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Research Output 2009 2019

2019

A charging scheduling system for electric vehicles using vehicle-To-grid

Breum, N. K., Joergensen, M. N., Knudsen, C. A., Kristensen, L. B. & Yang, B., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Electrical Engineering/Electronics, Computer, Communications and Information Technology Association, p. 351-352 2 p. 8788738. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

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

Electric vehicles
Scheduling
Electricity
Wind power
Costs

A practical delivery route planning system

Gitz-Johansen, A., Holm, M. E., Kirkeby, L. V., Kristiansen, D., Ostenfeld, A. S., Schou, M. K. & Yang, B., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Electrical Engineering/Electronics, Computer, Communications and Information Technology Association, p. 349-350 2 p. 8788747. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

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

Planning
Logistics
Industry
Scheduling
Costs

Fast stochastic routing under time-varying uncertainty

Pedersen, S. A., Yang, B. & Jensen, C. S., 31 Oct 2019, In : The VLDB Journal. p. 1-21 21 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019. Kraus, S. (ed.). ijcai.org, p. 2725-2732 8 p.

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

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Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, (Unpublished) Proceedings of 34th IEEE International Conference on Data Engineering, ICDE 2019.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

Towards longitudinal analytics on social media data

Xia, F., Yang, B., Yu, C., Qian, W. & Zhou, A., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society Press, p. 350-361 12 p. 8731609. (Proceedings - International Conference on Data Engineering, Vol. 2019-April).

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

Time series
Query processing

Trajectory splicing

Lu, Q., Wang, R., Yang, B. & Wang, Z., 1 Jan 2019, (Accepted/In press) In : Knowledge and Information Systems. p. 1-34

Research output: Contribution to journalJournal articleResearchpeer-review

Trajectories
Polynomials
2018
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
8 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
6 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

9 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
15 Citations (Scopus)

Finding top-k shortest paths with diversity

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

Research output: Contribution to journalJournal articleResearchpeer-review

Vehicle routing
Directed graphs
Computational complexity
3 Citations (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, p. 1761-1762 2 p. (Proceedings of the International Conference on Data Engineering).

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

Vehicle routing
Directed graphs
Computational complexity
12 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

Message from the MDM 2018 program co-chairs

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

Research output: Contribution to journalEditorialResearch

13 Citations (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, Vol. 2018-June. p. 125-134 10 p. (IEEE International Conference on Mobile Data Management (MDM)).

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

Time series
Deep neural networks
Neural networks
Analog to digital conversion
Accelerometers
17 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
16 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
3 Citations (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, Vol. 2018-June. p. 40-45 6 p. (IEEE International Conference on Mobile Data Management (MDM)).

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

Travel time
Global positioning system
Trajectories
2017
2 Citations (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, p. 240-245 6 p. 7962458

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

Travel time
Trajectories
Availability
16 Citations (Scopus)

Enabling time-dependent uncertain eco-weights for road networks

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

Research output: Contribution to journalJournal articleResearchpeer-review

road network
histogram
Gas emissions
Greenhouse gases
greenhouse gas
2016
33 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

10 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
8 Citations (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 p. 15

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

33 Citations (Scopus)
182 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
42 Citations (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, In : I E E E Transactions on Knowledge & Data Engineering. 27, 6, p. 1505-1518 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

29 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
32 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

24 Citations (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, p. 267-278 12 p.

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

33 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

69 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

37 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
28 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

42 Citations (Scopus)

Using Incomplete Information for Complete Weight Annotation of Road Networks

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

Research output: Contribution to journalJournal articleResearchpeer-review

2013
24 Citations (Scopus)

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

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

Research output: Contribution to journalConference article in JournalResearchpeer-review

Data storage equipment
Vehicle routing
Lasers
Environmental impact
Scalability
6 Citations (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, In : PVLDB. 7, 1, p. 73-84 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

11 Citations (Scopus)

iPark: Identifying parking spaces from trajectories

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

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

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

Towards context-aware search and analysis on social media data

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

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

Epidemiology
Social sciences
Metadata
Data acquisition
Industry
68 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

2010

Indoor - A New Data Management Frontier

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

Research output: Contribution to journalJournal articleResearch

59 Citations (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, p. 335 12 p.

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

2009
108 Citations (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, p. 122-131

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

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

Indexing the Trajectories of Moving Objects in Symbolic Indoor Space

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

Research output: Contribution to journalConference article in JournalResearchpeer-review

Moving Objects
Indexing
Trajectories
Trajectory
Positioning
33 Citations (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, p. 671-680 10 p.

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

Monitoring
Query processing
Space applications
Global positioning system
Chemical activation