Data Engineering, Science and Systems

Search results

  • 2019

    Value Creation from Massive Data in Transportation - The Case of Vehicle Routing.

    Jensen, C. S., Sept 2019, In: IEEE Data Engineering Bulletin. 42, 3, p. 4-8 5 p.

    Research output: Contribution to journal › Journal article › Research

    Open Access
  • 2018

    Accurate Fuel Estimates using CAN Bus Data and 3D Maps

    Andersen, O. & Torp, K., Jun 2018, 2018 19th IEEE International Conference on Mobile Data Management (MDM). IEEE, p. 257-265 9 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)

  • Adaptive Travel-Time Estimation: A Case for Custom Predicate Selection

    Waury, R., Jensen, C. S. & Torp, K., 13 Jul 2018, Proceedings - 19th IEEE International Conference on Mobile Data Management, MDM 2018. IEEE, p. 96-105 10 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    5 Citations (Scopus)

  • Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices

    Frazzetto, D., Neupane, B., Pedersen, T. B. & Nielsen, T. D., 12 Jun 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 1-11 11 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    10 Citations (Scopus)

  • A Distributed Fixed-Point Algorithm for Extended Dependency Graphs

    Dalsgaard, A. E., Enevoldsen, S., Fogh, P., Jensen, L. S., Jensen, P. G., Jepsen, T. S., Kaufmann, I., Larsen, K. G., Nielsen, S. M., Olesen, M. C., Pastva, S. & Srba, J., 2018, In: Fundamenta Informaticae. 161, 4, p. 351-381

    Research output: Contribution to journal › Journal article › Research › peer-review

    9 Citations (Scopus)

  • A Foundation for Spatial Data Warehouses on the Semantic Web


    Gur, N., Pedersen, T. B., Zimányi, E. & Hose, K., 2018, In: Semantic Web. 9, 5, p. 557-587 30 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    322 Downloads (Pure)

  • Aggregate k Nearest Neighbor Queries in Metric Spaces

    Ding, X., Zhang, Y., Chen, L., Yang, K. & Gao, Y., 2018, Web and Big Data: Second International Joint Conference, APWeb-WAIM 2018, Macau, China, July 23-25, 2018, Proceedings, Part II. Cai, Y., Ishikawa, Y. & Xu, J. (eds.). Springer, Vol. 2. p. 317-333 17 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 proceeding › Article in proceeding › Research › peer-review

  • Analytical metadata modeling for next generation BI systems

    Varga, J., Romero, O., Pedersen, T. B. & Thomsen, C., 1 Oct 2018, In: Journal of Systems and Software. 144, p. 240 - 254 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    11 Citations (Scopus)

  • A New Platform for Question-Based Sharing of Supervision Competencies in Problem-Based Learning

    Hüttel, H., Gnaur, D., Klostergaard, A. H. & Blegmand, G., 4 Sept 2018, Collaboration and Technology: 24th International Conference, CRIWG 2018, Costa de Caparica, Portugal, September 5-7, 2018, Proceedings. Rodrigues, A., Fonseca, B. & Preguiça, N. (eds.). Springer, p. 177-184 8 p. (Lecture Notes in Computer Science (LNCS), Vol. 11001).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • Answering provenance-aware queries on RDF data cubes under memory budgets

    Galárraga, L., Ahlstrøm, K., Hose, K. & Pedersen, T. B., 1 Jan 2018, The Semantic Web – ISWC 2018 - 17th International Semantic Web Conference, 2018, Proceedings. Suárez-Figueroa, M. C., Presutti, V., Kaffee, L-A., Simperl, E., Sabou, M., Vrandecic, D., Celino, I. & Bontcheva, K. (eds.). Springer, p. 547-565 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11136 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    8 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 proceeding › Article in proceeding › Research › peer-review

    6 Citations (Scopus)

  • A time-aware path-based publish/subscribe framework

    Jia, M., Zhao, Y., Zheng, B., Liu, G. & Zheng, K., 1 Jan 2018, Database Systems for Advanced Applications : 23rd International Conference, DASFAA 2018, Proceedings. Springer, p. 511-528 18 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 proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)

  • Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation

    Lissandrini, M., Brugnara, M. & Velegrakis, Y., 2018, In: Proceedings of the VLDB Endowment. 12, 4, p. 390-403

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    31 Citations (Scopus)
    362 Downloads (Pure)

  • Building a new Community Around a Platform for Developing PBL Competences

    Huttel, H. & Gnaur, D., Nov 2018, Proceedings of the 17th European Conference on e-Learning. Ntalianis, K., Andreatis, A. & Sgouropoulou, C. (eds.). Reading, UK: Academic Conferences and Publishing International, p. 161-169

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • Cloud Intelligence

    Pedersen, T. B., 7 Dec 2018, Encyclopedia of Database Systems. 2 ed. Springer Publishing Company, p. 481-482 2 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • Concept for evaluation of techniques for trajectory distance measures

    Peixoto, D. A., Su, H., Hung, N. Q. V., Stantic, 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. 276-277 2 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • Concrete and Abstract Cost Semantics for Spreadsheets

    Bock, A. A., Bøgholm, T., Sestoft, P., Thomsen, B. & Thomsen, L. L., 2018, IT-Universitetet i København. (IT University Technical Report Series, Vol. TR-2018-203).

    Research output: Book/Report › Report › Research

    Open Access
    File
    110 Downloads (Pure)

  • Context-Free Session Types for Applied Pi-Calculus

    Aagaard, J., Hüttel, H., Steen Jakobsen, M. & Kettunen, M., 24 Aug 2018, Proceedings Combined 25th International Workshop on Expressiveness in Concurrency and 15th Workshop on Structural Operational Semantics and 15th Workshop on Structural Operational Semantics, EXPRESS/SOS 2018, Beijing, China, September 3, 2018.. Open Publishing Association, Vol. 276. p. 3-18 16 p. (Electronic Proceedings in Theoretical Computer Science, EPTCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    File
    1 Citation (Scopus)
    202 Downloads (Pure)

  • Continuous Spatial Query Processing: A Survey of Safe Region Based Techniques

    Qi, J., Zhang, R., Jensen, C. S., Kotagiri, R. & He, J., 2018, In: A C M Computing Surveys. 51, 3, 39 p., 64.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    31 Citations (Scopus)
    345 Downloads (Pure)

  • 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 proceeding › Article in proceeding › Research › peer-review

    60 Citations (Scopus)

  • Cube

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

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • Database Technology for Processing Temporal Data

    Böhlen, M. H., Dignös, A., Gamper, J. & Jensen, C. S., 1 Oct 2018, 25th International Symposium on Temporal Representation and Reasoning, TIME 2018. Norvag, K., Penczek, W. & Alechina, N. (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, Vol. 120. 7 p. 2. (Leibniz International Proceedings in Informatics, Vol. 120).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    File
    10 Citations (Scopus)
    199 Downloads (Pure)

  • Data Exploration using Example-based Methods

    Lissandrini, M., Mottin, D., Palpanas, T. & Velegrakis, Y., 2018, Morgan & Claypool Publishers. 164 p. (Synthesis Lectures on Data Management; No. 53).

    Research output: Book/Report › Book › Research › peer-review

  • Day-ahead Trading of Aggregated Energy Flexibility

    Valsomatzis, E., Pedersen, T. B. & Abelló, A., 12 Jun 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. New York, NY, USA: Association for Computing Machinery, p. 134-138 5 p. (e-Energy '18).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    12 Citations (Scopus)

  • Deep representation learning for trajectory similarity computation

    Li, X., Zhao, K., Cong, G., Jensen, C. S. & Wei, W., 24 Oct 2018, IEEE International Conference on Data Engineering (ICDE). IEEE, p. 617-628 12 p. 8509283. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    166 Citations (Scopus)

  • Dimension

    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 proceeding › Book chapter › Research › peer-review

  • Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 Oct 2018, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018. 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 proceeding › Article in proceeding › Research › peer-review

    41 Citations (Scopus)

  • Distributed k-Nearest Neighbor Queries in Metric Spaces

    Ding, X., Zhang, Y., Chen, L., Gao, Y. & Zheng, B., 2018, Web and Big Data - Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Xu, J., Ishikawa, Y. & Cai, Y. (eds.). Springer, Vol. 1. p. 236-252 17 p. (Lecture Notes in Computer Science, Vol. 10987).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    5 Citations (Scopus)

  • Double-consensus based distributed optimal energy management for multiple energy hubs

    Li, Y. S., Li, T. Y., Zhou, J. G. & Huang, B. N., 1 Jan 2018, In: Applied Sciences (Switzerland). 8, 9, 1412.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    8 Citations (Scopus)
    34 Downloads (Pure)

  • DriveLaB: A platform for reducing speeding

    Olsen, T. F., Pedersen, K. F., Rasmussen, D. & Torp, K., 13 Jul 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management (MDM). IEEE, p. 274-275 2 p. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2018-June).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • Dynamic Spatio-temporal Integration of Traffic Accident Data

    Andersen, O. & Torp, K., 6 Nov 2018, Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems . Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 596-599 4 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Editorial: Updates to the Editorial Board

    Jensen, C. S., Apr 2018, In: A C M Transactions on Database Systems. 43, 1, 1 p., a1.

    Research output: Contribution to journal › Editorial

    Open Access

  • Efficient Clue-based Route Search on Road Networks (Extended Abstract)

    Zheng, B., Su, H., Hua, W., Zheng, K., Zhou, X. & Li, G., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 1783-1784 2 p. 8509470. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Conference abstract in proceeding › Research › peer-review

  • Efficient Matching of Offers and Requests in Social-Aware Ridesharing

    Fu, X., Zhang, C., Lu, H. & Xu, J., 13 Jul 2018, 2018 19th IEEE International Conference on Mobile Data Management (MDM). IEEE, Vol. 2018-June. p. 197-206 10 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    7 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 proceeding › Article in proceeding › Research › peer-review

    Open Access
    7 Citations (Scopus)

  • 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 proceeding › Encyclopedia chapter › Research › peer-review

    Open Access

  • Extracting Rankings for Spatial Keyword Queries from GPS Data

    Keles, I., Jensen, C. S. & Saltenis, S., 2018, Progress in Location Based Services 2018. 208669 ed. Springer, p. 173-194 22 p. (Lecture notes in geoinformation and Cartography).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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 proceeding › Article in proceeding › Research › peer-review

    38 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 journal › Journal article › Research › peer-review

    89 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 proceeding › Article in proceeding › Research › peer-review

    7 Citations (Scopus)

  • Flipped and blended classroom approaches at AAU: Theory, cases and toolbox

    Otrel-Cass, K., Gnaur, D., Huttel, H., Steinø, N., Major, A., Nielsen, K., Petersen, E. M. & Bøgholm, T., 2018, Aalborg University. 60 p.

    Research output: Book/Report › Report › Research

    Open Access
    File
    671 Downloads (Pure)

  • 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 proceeding › Book chapter › Research › peer-review

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

    Li, H., Lu, H., Shou, L., Chen, G. & Chen, K., 1 Aug 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 8, p. 1481-1495 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    File
    30 Citations (Scopus)
    295 Downloads (Pure)

  • 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 proceeding › Article in proceeding › Research › peer-review

    3 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 proceeding › Article in proceeding › Research › peer-review

    61 Citations (Scopus)

  • Location Analytics for Location-Based Social Networks

    Saleem, M. A., 2018, Aalborg Universitetsforlag. 213 p.

    Research output: PhD thesis

    Open Access
    File
    521 Downloads (Pure)

  • 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 proceeding › Article in proceeding › Research › peer-review

    49 Citations (Scopus)

  • 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 proceeding › Article in proceeding › Research › peer-review

    3 Citations (Scopus)

  • 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 proceeding › Book chapter › Research › peer-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 proceeding › Preface/Introduction/postscript › Research