Data Engineering, Science and Systems

Search results

  • 2018

    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 journal › Editorial

  • 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 journal › Journal article › Research › peer-review

    Open Access
    26 Citations (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 proceeding › Article in proceeding › Research › peer-review

    Open Access
    File
    22 Citations (Scopus)
    314 Downloads (Pure)

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

    3 Citations (Scopus)

  • 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 proceeding › Book chapter › Research › peer-review

  • 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 journal › Journal article › Research › peer-review

    Open Access
    File
    15 Citations (Scopus)
    377 Downloads (Pure)

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

    2 Citations (Scopus)

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

    2 Citations (Scopus)

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

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

    3 Citations (Scopus)

  • Outlier Detection for Multidimensional Time Series using Deep Neural Networks

    Kieu, T., Yang, B. & Jensen, C. S., 13 Jul 2018, Proceedings of the 19th IEEE 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 proceeding › Article in proceeding › Research › peer-review

    154 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 journal › Journal article › Research › peer-review

    53 Citations (Scopus)

  • 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 journal › Journal article › Research › peer-review

    Open Access
    File
    67 Citations (Scopus)
    91 Downloads (Pure)

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

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

    10 Citations (Scopus)

  • 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 proceeding › Book chapter › Research › peer-review

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

    40 Citations (Scopus)

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

    Open Access
    File
    2 Citations (Scopus)
    309 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 journal › Journal article › Research › peer-review

    Open Access
    File
    15 Citations (Scopus)
    332 Downloads (Pure)

  • Querying Spatial Data by Dominators in Neighborhood

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

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

    Open Access
    File
    3 Citations (Scopus)
    99 Downloads (Pure)

  • 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 6 p.

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

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

    50 Citations (Scopus)

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

    1 Citation (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 journal › Journal article › Research › peer-review

    50 Citations (Scopus)

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

    11 Citations (Scopus)

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

    9 Citations (Scopus)

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

    Open Access
    File
    2 Citations (Scopus)
    341 Downloads (Pure)

  • Spatial Keyword Querying: Ranking Evaluation and Efficient Query Processing

    Keles, I., 2018, Aalborg Universitetsforlag. 195 p.

    Research output: PhD thesis

    Open Access
    File
    360 Downloads (Pure)

  • Special Issue Editorial

    Gao, Y. & Chen, L., 1 Jun 2018, In: Data Science and Engineering. 3, 2, p. 85–85 | 1 p.

    Research output: Contribution to journal › Editorial › peer-review

    Open Access

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

    9 Citations (Scopus)

  • Temporal Data Management—An Overview

    Böhlen, M. H., Dignös, A., Gamper, J. & Jensen, C. S., 1 Jan 2018, Business Intelligence and Big Data - 7th European Summer School, eBISS 2017, Tutorial Lectures. Zimanyi, E. (ed.). Springer, Vol. 324. p. 51-83 33 p. (Lecture Notes in Business Information Processing).

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

    Open Access
    File
    29 Citations (Scopus)
    369 Downloads (Pure)

  • Tools and Techniques for Advanced Traffic Analytics

    Andersen, O., 2018

    Research output: PhD thesis

  • Towards Why-Not Spatial Keyword Top-k Queries: A Direction-Aware Approach

    Chen, L., Li, Y., Xu, J. & Jensen, C. S., 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 4, p. 796-809 14 p.

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

    Open Access
    File
    23 Citations (Scopus)
    245 Downloads (Pure)

  • Trajectory set similarity measure: An EMD-based approach

    He, D., Ruan, B., Zheng, B. & Zhou, X., 1 Jan 2018, Databases Theory and Applications: 29th Australasian Database Conference, ADC 2018, Proceedings. Springer, p. 28-40 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10837 LNCS).

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

    3 Citations (Scopus)

  • TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics

    Li, H., Lu, H., Shi, F., Chen, G., Chen, K. & Shou, L., 2018, In: Proceedings of the VLDB Endowment. 11, 12, p. 1918-1921

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

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

  • UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics

    Ding, X., Chen, L., Gao, Y., Jensen, C. S. & Bao, H., 2018, In: Proceedings of the VLDB Endowment. 11, 7, p. 787-799

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

    74 Citations (Scopus)

  • Utilizing Device-level Demand Forecasting for Flexibility Markets

    Neupane, B., Pedersen, T. B. & Thiesson, B., 12 Jun 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 108-118 11 p.

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

    12 Citations (Scopus)

  • VIPTRA: Visualization and Interactive Processing on Big Trajectory Data

    Ding, X., Chen, R., Chen, L., Gao, Y. & Jensen, C. S., 13 Jul 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, p. 290-291 2 p.

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

    7 Citations (Scopus)

  • What-if Analysis with Conflicting Goals: Recommending Data Ranges for Exploration

    Nguyen, Q. V. H., Zheng, K., Weidlich, M., Zheng, B., Yin, H., Nguyen, T. T. & Stantic, B., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, p. 89-100 12 p. 8509239

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

    6 Citations (Scopus)
  • 2017

    ACCES: Offline Accuracy Estimation for Fingerprint-Based Localization

    Nikitin, A., Laoudias, C., Chatzimilioudis, G., Karras, P. & Zeinalipour-Yazti, D., 30 May 2017, 18th IEEE International Conference on Mobile Data Management (MDM). IEEE, p. 358-359 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

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

  • Accurate calibration of a multi-camera system based on flat refractive geometry

    Feng, M., Huang, S., Wang, J., Yang, B. & Zheng, T., 10 Dec 2017, In: Applied Optics. 56, 35, p. 9724-9734 11 p.

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

    17 Citations (Scopus)

  • Activity-Driven Influence Maximization in Social Networks

    Kumar, R., Saleem, M. A., Calders, T., Xie, X. & Pedersen, T. B., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part III. Springer, p. 345-348 (Lecture Notes in Computer Science, Vol. 10536).

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

    1 Citation (Scopus)

  • Aggregation Techniques for Energy Flexibility

    Valsomatzis, E., 2017, Aalborg Universitetsforlag. 151 p.

    Research output: PhD thesis

    Open Access
    File
    208 Downloads (Pure)

  • A Platform for Developing and Maintaining Competences in PBL Supervision

    Gnaur, D. & Huttel, H., Dec 2017, Emerging Technologies for Education: International Symposium on Emerging Technologies for Education. Huang, T-C., Lau, R., Huang, Y-M., Spaniol, M. & Yuen, C-H. (eds.). Springer, p. 297-303 6 p. (Lecture Notes in Computer Science, Vol. 10676).

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

    4 Citations (Scopus)

  • Application system design - energy optimisation

    Albano, M., Castineira, R., Desdouits, C., Ferreira, L. L., Le Guilly, T., Isasa, I., Jokinen, J., Kondratjevs, K., Kunicina, N., Manero, L., Milo, A., Monge, J., Le Pape, C., Pedersen, P. D., Pedersen, T. B., Olsen, P., Siksnys, L., Skou, A. J., Smid, R., Socorro, R., & 2 othersStluka, P. & Zabasta, A., 6 Feb 2017, IoT Automation: Arrowhead Framework. Delsing, J. (ed.). CRC Press, p. 211-247 36 p.

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

    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 proceeding › Article in proceeding › Research › peer-review

    5 Citations (Scopus)

  • Cleansing indoor RFID tracking data

    Baba, A. I., Lu, H., Pedersen, T. B. & Jaeger, M., 2017, In: SIGSPATIAL Special. 9, 1, p. 11-18 8 p.

    Research output: Contribution to journal › Journal article › Research

  • Clue-based Spatio-textual Query

    liu, J., Deng, K., Sun, H., Ge, Y., Zhou, X. & Jensen, C. S., Jan 2017, In: Proceedings of the VLDB Endowment. 10, 5, p. 529-540

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

    Open Access
    File
    16 Citations (Scopus)
    342 Downloads (Pure)

  • Collective travel planning in spatial networks

    Shang, S., Chen, L., Wei, Z., Jensen, C. S., Wen, J. R. & Kalnis, P., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE, p. 59-60 2 p. 7929932

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

    8 Citations (Scopus)

  • Content Recommendation for Viral Social Influence

    Ivanov, S., Theocharidis, K., Terrovitis, M. & Karras, P., 2017, Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 565-574 10 p.

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

    Open Access
    File
    13 Citations (Scopus)
    969 Downloads (Pure)