Daisy – Center for Data-intensive Systemer

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  • 2020

    The Danish National Energy Data Lake: Requirements, Technical Architecture, and Tool Selection

    Ben Hamadou, H., Pedersen, T. B. & Thomsen, C., 13 dec. 2020, 2020 IEEE International Conference on Big Data (IEEE BigData 2020). IEEE, 9378368

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    6 Citationer (Scopus)
    298 Downloads (Pure)

  • Transit-based Task Assignment in Spatial Crowdsourcing

    Gummidi, B., Pedersen, T. B. & Xie, X., 7 jul. 2020, SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management. Pourabbas, E., Sacharidis, D., Stockinger, K. & Vergoulis, T. (red.). Association for Computing Machinery, s. 1-12 12 s. 13

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    1 Citationer (Scopus)
    70 Downloads (Pure)

  • Transparent Integration and Sharing of Life Cycle Sustainability Data with Provenance

    Hansen, E. R., Lissandrini, M., Ghose, A., Løkke, S., Thomsen, C. & Hose, K., 2020, The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, 2020, Proceedings. Pan, J. Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O. & Kagal, L. (red.). Springer, s. 378-394 17 s. (Lecture Notes in Computer Science, Bind 12507).

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    8 Citationer (Scopus)
    65 Downloads (Pure)

  • Travel-Time Computation Based on GPS Data

    Torp, K., Andersen, O. & Thomsen, C., 2020, Big Data Management and Analytics - 9th European Summer School, eBISS 2019, Revised Selected Papers. Kutsche, R-D. & Zimányi, E. (red.). Springer Science+Business Media, s. 70-92 23 s. (Lecture Notes in Business Information Processing, Bind 390).

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    1 Citationer (Scopus)
  • 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. IEEE, s. 351-352 2 s. 8788738. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

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    3 Citationer (Scopus)

  • Analyzing trajectories using a path-based API

    Waury, R., Dolog, P., Jensen, C. S. & Torp, K., 19 aug. 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, s. 198-201 4 s.

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  • An MBR-Oriented Approach for Efficient Skyline Query Processing

    Zhang, J., Wang, W., Jiang, X., Ku, W-S. & Lu, H., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 806-817 12 s. 8731386. (Proceedings of the International Conference on Data Engineering).

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    8 Citationer (Scopus)

  • Answering Why-Not Group Spatial Keyword Queries (Extended Abstract)

    Zheng, B., Zheng, K., Jensen, C. S., Hung, N. Q. V., Su, H., Li, G. & Zhou, X., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 2155-2156 2 s. 8731602. (Proceedings of the International Conference on Data Engineering).

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    1 Citationer (Scopus)

  • A NUMA-aware Trajectory Store for Travel-Time Estimation

    Waury, R., Jensen, C. S. & Torp, K., 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 209-218 10 s.

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    2 Citationer (Scopus)

  • 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. IEEE, s. 349-350 2 s. 8788747. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

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    1 Citationer (Scopus)

  • Collective embedding for neural context-aware recommender systems

    Costa, F. S. D. & Dolog, P., 2019, Proceedings of the 13th ACM Conference on Recommender Systems, RecSys 2019, Copenhagen, Denmark, September 16-20, 2019.. Bogers, T., Said, A., Brusilovsky, P. & Tikk, D. (red.). Association for Computing Machinery, s. 201-209 9 s.

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    18 Citationer (Scopus)

  • Continuous Range Queries over Multi-Attribute Trajectories

    Xu, J., Bao, Z. & Lu, H., 2019, The 35th IEEE International Conference on Data Engineering (ICDE). IEEE, s. 1610-1613 4 s. 8731413. (Proceedings of the International Conference on Data Engineering).

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    6 Citationer (Scopus)

  • Convolutional Adversarial Latent Factor Model for Recommender System

    Costa, F. S. D. & Dolog, P., 2019, Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019.. Barták, R. & Brawner, K. W. (red.). AAAI Press, s. 419-424 6 s.

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    3 Citationer (Scopus)
    113 Downloads (Pure)

  • DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces

    Yang, K., Gao, Y., Ma, R., Chen, L., Wu, S. & Chen, G., apr. 2019, 2019 IEEE 35th International Conference on Data Engineering (ICDE). IEEE, s. 1346-1357 12 s. 8731428. (Proceedings of the International Conference on Data Engineering).

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    14 Citationer (Scopus)

  • Demonstration of ModelarDB: Model-Based Management of Dimensional Time Series

    Jensen, S. K., Pedersen, T. B. & Thomsen, C., 2019, Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, s. 1933-1936 4 s. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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    2 Citationer (Scopus)

  • Drivelab: An experimental platform for telematics

    Pedersen, K. F. & Torp, K., jun. 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, s. 252-259 8 s. 8788727. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

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  • Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation

    Chen, L., Shang, S., Jensen, C. S., Yao, B., Zhang, Z. & Shao, L., 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 488-498 11 s.

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    50 Citationer (Scopus)

  • Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs

    Chen, L., Gao, Y., Zhang, Y., Jensen, C. S. & Zheng, B., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 256-267 12 s. 8731611. (Proceedings of the International Conference on Data Engineering).

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    14 Citationer (Scopus)

  • Efficient Bottom-Up Discovery of Multi-Scale Time Series Correlations Using Mutual Information

    Ho, T. T. N., Pedersen, T. B., Vu, M., Van, H. L. & Biscio, C. A. N., 8 apr. 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 1734-1737 4 s. 8731434. (Proceedings of the International Conference on Data Engineering).

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    9 Citationer (Scopus)

  • Efficiently Mining Maximal Diverse Frequent Itemsets

    Wu, D., Luo, D., Jensen, C. S. & Huang, J. Z., 2019, Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Proceedings: DASFAA 2019: Database Systems for Advanced Applications. Tong, Y., Natwichai, J., Yang, J., Li, G. & Gama, J. (red.). Springer, s. 191-207 17 s. (Lecture Notes in Computer Science, Bind 11447).

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    2 Citationer (Scopus)
    62 Downloads (Pure)

  • Example-based Search: a New Frontier for Exploratory Search

    Lissandrini, M., Mottin, D., Palpanas, T. & Velegrakis, Y., 18 jul. 2019, Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019. Association for Computing Machinery, s. 1411–1412 2 s. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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    5 Citationer (Scopus)

  • Exploiting Ratings, Reviews and Relationships for Item Recommendations in Topic Based Social Networks

    Li, P., Lu, H., Zheng, G., Zheng, Q., Yang, L. & Pan, G., 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, s. 995-1005 11 s.

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    3 Citationer (Scopus)

  • Exploring the Data Wilderness through Examples

    Mottin, D., Lissandrini, M., Palpanas, T. & Velegrakis, Y., 2019, Proceedings of the 2019 International Conference on Management of Data (SIMGOD/PODS). Association for Computing Machinery, s. 2031-2035 5 s.

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    6 Citationer (Scopus)

  • Flexibility Modeling, Management, and Trading in Bottom-up Cellular Energy Systems

    Siksnys, L., Pedersen, T. B., Aftab, M. & Neupane, B., 18 jun. 2019, Proceedings of the Tenth ACM International Conference on Future Energy Systems, e-Energy 2019. Association for Computing Machinery, s. 170-180 11 s.

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    14 Citationer (Scopus)
    113 Downloads (Pure)

  • Graph Convolutional Networks for Road Networks

    Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 5 nov. 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 460-463 4 s.

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    27 Citationer (Scopus)
    379 Downloads (Pure)

  • How Diverse Are Federated Query Execution Plans Really?

    Jakobsen, A. L., Montoya, G. & Hose, K., 2019, The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite Events, Revised Selected Papers. Hitzler, P., Kirrane, S., Hartig, O., de Boer, V., Schlobach, S., Vidal, M-E., Maleshkova, M., Hammar, K., Lasierra, N., Stadtmüller, S., Hose, K. & Verborgh, R. (red.). Springer, s. 105-110 6 s. (Lecture Notes in Computer Science, Bind 11762).

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    2 Citationer (Scopus)
    70 Downloads (Pure)

  • Indexing Trajectories for Travel-Time Histogram Retrieval

    Waury, R., S. Jensen, C., Koide, S., Ishikawa, Y. & Xiao, C., 29 mar. 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Reinwald, B., Binnig, C., Kaoudi, Z., Galhardas, H., Herschel, M. & Fundulaki, I. (red.). OpenProceedings.org, s. 157-168 12 s. (Advances in Database Technology).

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    2 Citationer (Scopus)
    82 Downloads (Pure)

  • In Good Company: Efficient Retrieval of the Top-k Most Relevant Event-Partner Pairs

    Wu, D., Zhu, Y. & Jensen, C. S., 2019, Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Proceedings: DASFAA 2019: Database Systems for Advanced Applications. Natwichai, J., Li, G., Yang, J., Gama, J. & Tong, Y. (red.). Springer, s. 519-535 17 s. (Lecture Notes in Computer Science (LNCS), Bind 11447).

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    2 Citationer (Scopus)
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  • Languages' impact on emotional classification methods

    Eilertsen, A. C., Rose, D. H., Erichsen, P. L., Christensen, R. E. & Nath, R. P. D., sep. 2019, Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, FedCSIS 2019. Ganzha, M., Maciaszek, L., Maciaszek, L. & Paprzycki, M. (red.). IEEE, s. 277-286 10 s. 8860017. (Federated Conference on Computer Science and Information Systems, Bind 18).

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    1 Citationer (Scopus)
    53 Downloads (Pure)

  • Learned index for spatial queries

    Wang, H., Fu, X., Xu, J. & Lu, H., jun. 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, s. 569-574 6 s. 8788832. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

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    51 Citationer (Scopus)

  • Multicapacity Facility Selection in Networks

    Logins, A., Karras, P. & Jensen, C. S., 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 794-805 12 s. 8731341. (Proceedings of the International Conference on Data Engineering).

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    4 Citationer (Scopus)

  • Multi-Source Spatial Entity Linkage

    Isaj, S., Zimányi, E. & Pedersen, T. B., 19 aug. 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019: SSTD. Association for Computing Machinery, s. 1-10 10 s.

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    6 Citationer (Scopus)
    198 Downloads (Pure)

  • Obesity Entity Extraction from Real Outpatient Records: When Learning-Based Methods Meet Small Imbalanced Medical Data Sets

    Deng, Y., Dolog, P., Gass, J-M. & Denecke, K., 2019, Proceedings - 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems, CBMS 2019. IEEE, s. 411-416 6 s. 8787533. (IEEE International Symposium on Computer-Based Medical Systems (CBMS)).

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    5 Citationer (Scopus)

  • On Location Privacy in Fingerprinting-based Indoor Positioning System: An Encryption Approach

    Wang, W., Gong, Z., Zhang, J., Lu, H. & Ku, W-S., 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 289-298 10 s.

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    4 Citationer (Scopus)

  • Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (red.). ijcai.org, s. 2725-2732 8 s.

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    167 Citationer (Scopus)

  • Push-based Spatial Crowdsourcing for Enriching Semantic Tags in OpenStreetMap

    Gummidi, B., Pedersen, T. B., Xie, X. & Zimányi, E., 8 nov. 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: SIGSPATIAL'19. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 532-535 4 s.

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    1 Citationer (Scopus)

  • Seed-Driven Geo-Social Data Extraction

    Isaj, S. & Pedersen, T. B., 19 aug. 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019: SSTD. Association for Computing Machinery, s. 11-20 10 s.

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    4 Citationer (Scopus)
    194 Downloads (Pure)

  • Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings

    Neerbek, J., Dolog, P. & Assent, I., 2019, Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III. Yang, Q., Zhang, M-L., Gong, Z., Huang, S-J. & Zhou, Z-H. (red.). Springer VS, s. 40-53 14 s. (Lecture Notes in Computer Science, Bind 11441).

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    1 Citationer (Scopus)
    70 Downloads (Pure)

  • Stochastic Weight Completion for Road Networks using Graph Convolutional Networks

    Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, Proceedings of 35th IEEE International Conference on Data Engineering, ICDE 2019. IEEE, s. 1274-1285 12 s. 8731475. (Proceedings of the International Conference on Data Engineering).

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    68 Citationer (Scopus)

  • 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, s. 350-361 12 s. 8731609. (Proceedings of the International Conference on Data Engineering).

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  • Understanding human mobility: A multi-modal and intelligent moving objects database

    Xu, J., Lu, H. & Güting, R. H., 19 aug. 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, s. 222-225 4 s.

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    2 Citationer (Scopus)
  • 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, s. 257-265 9 s. (IEEE International Conference on Mobile Data Management (MDM)).

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    2 Citationer (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, s. 96-105 10 s. (IEEE International Conference on Mobile Data Management (MDM)).

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    5 Citationer (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, s. 1-11 11 s.

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    10 Citationer (Scopus)

  • 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. (red.). Springer, Bind 2. s. 317-333 17 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 10988 LNCS).

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  • 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. (red.). Springer, s. 547-565 19 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11136 LNCS).

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    8 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.

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    6 Citationer (Scopus)

  • Automatic Generation of Natural Language Explanations

    Da Costa, F. S., Ouyang, S., Dolog, P. & Lawlor, A., 8 mar. 2018, Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, 57

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    54 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.

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    60 Citationer (Scopus)

  • Database Technology for Processing Temporal Data

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

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