Research Output 1988 2019

2018
2 Citations (Scopus)

Enabling self-aware smart buildings by augmented reality

Aab, M., Chau, S. C. K. & Khonji, M., 12 Jun 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 261-265 5 p.

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

Open Access
Intelligent buildings
Augmented reality
User interfaces
Dynamic models
Control systems

ETL

Thomsen, C., 6 May 2018, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. (eds.). Springer Publishing Company, 5 p.

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

Open Access
Mathematical transformations
1 Citation (Scopus)

Event2Vec: Neural embeddings for news events

Setty, V. & Hose, K., 27 Jun 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, p. 1013-1016 4 p.

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

Complex networks
Semantics

Extracting Rankings for Spatial Keyword Queries from GPS Data

Keles, I., Jensen, C. S. & Saltenis, S., 2018, Progress in Location Based Services 2018. Springer, p. 173-194 22 p. (Lecture notes in geoinformation and Cartography).

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

Global positioning system
Search engines
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
16 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
256 Downloads (Pure)
Open Access
File
Blended Learning
classroom
Teaching
video
teacher

Hierarchy

Pedersen, T. B., 7 Dec 2018, Encyclopedia of Database Systems. Ling, L. & Özsu, M. T. (eds.). 2nd Edition ed. New York: Springer, 1 p.

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

3 Citations (Scopus)
18 Downloads (Pure)

Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware Recommendations

Da Costa, F. S. & Dolog, P., 21 May 2018, Proceedings of the Thirtieth-First Florida Artificial Intelligence Research Society Conference. AAAI Publications, p. 456-461 6 p.

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

Open Access
File
Factorization
Computer music
Application programs

Improving Explainable Recommendations with Synthetic Reviews

Ouyang, S., Lawlor, A., Costa, F. & Dolog, P., 2018, p. 9, (CoRR).

Research output: Working paperResearch

2 Citations (Scopus)
15 Downloads (Pure)

In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data

LI, HUAN., Lu, H., Shou, L., Chen, G. & Chen, K., 1 Aug 2018, In : I E E E Transactions on Knowledge & Data Engineering. 30, 8, p. 1481-1495 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Uncertainty analysis
Topology
Concretes
Uncertainty
Indoor positioning systems

Invited papers from the ACM conference on hypertext and social media

Bonchi, F., Dolog, P., Helic, D. & Vojtás, P., 2018, In : New Review of Hypermedia and Multimedia. 24, 2, p. 61-62 2 p.

Research output: Contribution to journalEditorialResearch

IZone: Efficient influence zone evaluation over geo-Textual Data

Liu, Q., Feng, Z., Xi, X., Xu, J., Lin, X. & Jensen, C. S., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 1645-1648 4 p. 8509418

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

Servers
Hotels
Graphical user interfaces
Interfaces (computer)
Computer systems
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
118 Downloads (Pure)

Location Analytics for Location-Based Social Networks

Saleem, M. A., 2018, Aalborg Universitetsforlag. 213 p. (Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet).

Research output: Book/ReportPh.D. thesisResearch

Open Access
File
11 Citations (Scopus)

Location-aware top-κ term publish/subscribe

Chen, L., Shang, S., Zhang, Z., Cao, X., Jensen, C. S. & Kalnis, P., 24 Oct 2018, IEEE International Conference on Data Engineering (ICDE). IEEE, p. 749-760 12 p. 8509294. (Proceedings of the International Conference on Data Engineering).

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

Processing
Experiments

Location Prediction in Social Networks

Liu, R., Cong, G., Zheng, B., Zheng, K. & Su, H., 1 Jan 2018, Web and Big Data - Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Springer, p. 151-165 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10988 LNCS).

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

Learning algorithms
Semantics
Trajectories
Experiments
Deep learning
6 Citations (Scopus)

Luenberger-sliding mode observer based fuzzy double loop integral sliding mode controller for electronic throttle valve

Yang, B., Liu, M., Kim, H. & Cui, X., Jan 2018, In : Journal of Process Control. 61, p. 36-46 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Sliding Mode Observer
Sliding Mode
Electronics
Controller
Controllers

Measure

Pedersen, T. B., 7 Dec 2018, Encyclopedia of Database Systems,. Liu, L. & Özsu, M. T. (eds.). 2nd Edition ed. New York: Springer, 1 p.

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

Message from the MDM 2018 general co-chairs

Joshi, A., Šaltenis, S. & Zhou, X., 13 Jul 2018, 2018 19th IEEE International Conference on Mobile Data Management (MDM). IEEE, Vol. 2018-June. p. xi-xii (I E E E International Conference on Mobile Data Management. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearch

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

3 Citations (Scopus)

ModelarDB: Modular Model-based Time Series Management with Spark and Cassandra

Jensen, S. K., Pedersen, T. B. & Thomsen, C., 1 Jul 2018, In : Proceedings of the VLDB Endowment. 11, 11, p. 1688-1701 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Electric sparks
Time series
Query processing
Sensors
Wind turbines
1 Citation (Scopus)

Modeling and Managing Energy Flexibility Using FlexOffers

Pedersen, T. B., Siksnys, L. & Neupane, B., 29 Oct 2018, IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids: SmartGridComm 2018. IEEE, p. 1-7 7 p.

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

Agglomeration
Energy management
Costs
Life cycle
Internet of things

Modeling travel behavior similarity with trajectory embedding

Yang, W., Zhao, Y., Zheng, B., Liu, G. & Zheng, K., 1 Jan 2018, Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Proceedings. Springer, p. 630-646 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10827 LNCS).

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

Trajectories
Global positioning system
Communication
Experiments

Multidimensional Modeling

Pedersen, T. B., 7 Dec 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (eds.). 2nd Edition ed. New York: Springer, 10 p.

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

25 Downloads (Pure)

Multi-schema-version data management: data independence in the twenty-first century

Herrmann, K., Voigt, H., Pedersen, T. B. & Lehner, W., Aug 2018, In : V L D B Journal. 27, 4, p. 547-571 25 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Information management
Software engineering

Neural Explainable Collective Non-negative Matrix Factorization for Recommender Systems

Costa, F. & Dolog, P., 2018, Proceedings of the 14th International Conference on Web Information Systems and Technologies, WEBIST 2018, Seville, Spain, September 18-20, 2018.. Escalona, M. J., Mayo, F. J. D., Majchrzak, T. A. & Monfort, V. (eds.). SCITEPRESS Digital Library, p. 35-45 11 p.

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

Node selection in large networks

Logins, A., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 1689-1693 5 p. 8509437. (Proceedings of the International Conference on Data Engineering).

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

Logistics
Marketing
Computational complexity
Planning
Uncertainty

On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network

Jepsen, T. S., Jensen, C. S., Nielsen, T. D. & Torp, K., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. IEEE, p. 3421-3430 10 p.

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

Learning systems
Availability
2 Citations (Scopus)

Origin-destination trajectory diversity analysis: Efficient top-k diversified search

He, D., Ruan, B., Zheng, B. & Zhou, X., 13 Jul 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Vol. 2018-June. p. 135-144 10 p. (IEEE International Conference on Mobile Data Management (MDM)).

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

Trajectories
Costs
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
18 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
7 Citations (Scopus)
8 Downloads (Pure)

Parallel Trajectory-to-Location Join

Shang, S., Chen, L., Zheng, K., Jensen, C. S., Wei, Z. & Kalnis, P., 10 Jul 2018, In : IEEE Transactions on Knowledge and Data Engineering. 31, 6, p. 1194 - 1207 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Trajectories
Merging
Information management
Scheduling
Costs

Predicting passenger’s public transportation travel route using smart card data

Yang, C., Chen, W., Zheng, B., He, T., Zheng, K. & Su, H., 1 Jan 2018, Web and Big Data - Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Springer, p. 199-213 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10988 LNCS).

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

Smart cards
Urban planning
Scheduling
Neural networks
Experiments
3 Citations (Scopus)

Predicting Visitors Using Location-Based Social Networks

Saleem, M. A., Da Costa, F. S., Dolog, P., Karras, P., Pedersen, T. B. & Calders, T., 28 Jun 2018, 19th IEEE International Conference on Mobile Data Management (MDM). IEEE Computer Society Press, Vol. 2018-June. p. 245-250 6 p. (IEEE International Conference on Mobile Data Management (MDM)).

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

Factorization
Recommender systems
Logistics
Marketing
Experiments

Prescriptive Analytics

Siksnys, L. & Pedersen, T. B., 7 Dec 2018, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (eds.). 2nd Edition ed. New York: Springer, 3 p.

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

7 Citations (Scopus)

Price-and-Time-Aware Dynamic Ridesharing

Chen, L., Zhong, Q., Xiao, X., Gao, Y., Jin, P. & Jensen, C. S., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 1061-1072 12 p. 8509320. (Proceedings of the International Conference on Data Engineering).

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

Parking
Travel time
Air pollution
Fuel consumption
Costs

Proceedings of the 21th International Conference on Extending Database Technology, EDBT 2018

Böhlen, M. H. (ed.), Pichler, R. (ed.), May, N. (ed.), Rahm, E. (ed.), Wu, S-H. (ed.) & Hose, K. (ed.), 2018, OpenProceedings.org.

Research output: Book/ReportAnthologyResearchpeer-review

12 Downloads (Pure)

Programmatic ETL

Thomsen, C., Andersen, O., Jensen, S. K. & Pedersen, T. B., 2018, Business Intelligence and Big Data - 7th European Summer School, eBISS 2017, Tutorial Lectures. Zimányi, E. (ed.). Cham: Springer Publishing Company, p. 21-50 30 p. (Lecture Notes in Business Information Processing, Vol. 324).

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

Open Access
File
Mathematical transformations
Data warehouses
Graphical user interfaces
2 Citations (Scopus)
29 Downloads (Pure)

PTRider: A Price-and-Time-Aware Ridesharing System

Chen, L., Gao, Y., Liu, Z., Xiao, X., Jensen, C. S. & Zhu, Y., Aug 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1938-1941

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Air pollution
Fuel consumption
Demonstrations
Costs

Querying Spatial Data by Dominators in Neighborhood

Lu, H., Yiu, M. L. & Xie, X., 1 Sep 2018, In : Information Systems. 77, p. 71-85 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Animals
Planning
Processing
Industry
Experiments
7 Citations (Scopus)

Range Queries on Multi-Attribute Trajectories

Xu, J., Lu, H. & Guting, R. H., 1 Jun 2018, In : I E E E Transactions on Knowledge & Data Engineering. 30, 6, p. 1206 - 1211

Research output: Contribution to journalJournal articleResearchpeer-review

Trajectories
5 Citations (Scopus)

REST: A Reference-based Framework for Spatio-temporal Trajectory Compression

Zhao, Y., Shang, S., Wang, Y., Zheng, B., Nguyen, Q. V. H. & Zheng, K., 19 Jul 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 2797-2806 10 p.

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

Trajectories
Query processing
Dynamic programming
Global positioning system
Communication

Reverse top-k query on uncertain preference

Li, G., Chen, Q., Zheng, B. & Zhao, X., 1 Jan 2018, Web and Big Data - Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Springer, p. 350-358 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10988).

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

Experiments
Design optimization
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

Scalable Hypergraph-Based Image Retrieval and Tagging System

Chen, L., Gao, Y., Zhang, Y., Wang, S. & Zheng, B., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 257-268 12 p. 8509253

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

Image retrieval
Scalability
Websites
Experiments

Searching Trajectories by Regions of Interest

Shang, S., Chen, L., Jensen, C. S., Wen, J-R. & Kalnis, P., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. p. 1741-1742 2 p. 8509449

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

Trajectories
Query processing
Planning
Experiments
1 Citation (Scopus)
12 Downloads (Pure)

SimpleETL: ETL Processing by Simple Specifications

Andersen, O., Thomsen, C. & Torp, K., 1 Jan 2018, Proceedings of the 20th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data co-located with 10th EDBT/ICDT Joint Conference. CEUR Workshop Proceedings, Vol. 2062. 6 p. (CEUR Workshop Proceedings, Vol. 2062).

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

Open Access
File
115 Downloads (Pure)

Spatial Keyword Querying: Ranking Evaluation and Efficient Query Processing

Keles, I., 2018, Aalborg Universitetsforlag. 195 p. (Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet).

Research output: Book/ReportPh.D. thesisResearch

Open Access
File