Daisy - Center for Data-intensive Systems

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  • 2020

    pgFMU: Integrating Data Management with Physical System Modelling

    Rybnytska, O., Siksnys, L., Pedersen, T. B. & Neupane, B., 30 Mar 2020, Proceedings of the 23rd International Conference on Extending Database Technology, EDBT 2020, Copenhagen, Denmark, March 30 - April 02, 2020. OpenProceedings.org, p. 109-120 12 p. (Advances in Database Technology).

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

    Open Access
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    3 Citations (Scopus)
    222 Downloads (Pure)

  • PM-LSH: A fast and accurate LSH framework for high-dimensional approximate NN search

    Zheng, B., Xi, Z., Weng, L., Hung, N. Q. V., Liu, H. & Jensen, C. S., 2020, In: Proceedings of the VLDB Endowment. 13, 5, p. 643-655 13 p.

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

    Open Access
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    50 Citations (Scopus)
    587 Downloads (Pure)

  • Scalable Unsupervised Multi-Criteria Trajectory Segmentation and Driving Preference Mining

    Barth, F., Funke, S., Skovgaard Jepsen, T. & Proissl, C., 3 Nov 2020, BIGSPATIAL '20: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data. Chandola, V., Vatsavai, R. R. & Shashidharan, A. (eds.). Association for Computing Machinery, p. 1-10 10 p. 6

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

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    4 Citations (Scopus)
    33 Downloads (Pure)

  • Scheduling Interdependent Smart Appliances with Mixed-Preemption Policy for Peak Load Minimization

    Chakraborty, N., Mondal, A. & Mondal, S., 2020, In: IETE Journal of Research. 66, 6, p. 797-805 9 p.

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

  • Semantic Region Retrieval from Spatial RDF Data

    Wu, D., Hou, C., Xiao, E. & Jensen, C. S., 2020, DASFAA 2020: Database Systems for Advanced Applications. Nah, Y., Cui, B., Lee, S-W., Yu, J. X., Moon, Y-S. & Whang, S. E. (eds.). Springer, p. 415-431 17 p. (Lecture Notes in Computer Science, Vol. 12113).

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

    3 Citations (Scopus)

  • SETLBI: An Integrated Platform for Semantic Business Intelligence

    Nath, R. P., Hose, K., Pedersen, T. B., Romero, O. & Bhattacharjee, A., 24 Apr 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Taipei: Association for Computing Machinery, Vol. 2020. p. 167-171 5 p.

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

    6 Citations (Scopus)

  • Shortest Path Queries for Indoor Venues with Temporal Variations

    Liu, T., Feng, Z., Li, H., Lu, H., Cheema, M. A., Cheng, H. & Xu, J., Apr 2020, The 36th IEEE International Conference on Data Engineering (ICDE 2020). IEEE, p. 2014-2017 4 p. 9101764. (Proceedings of the International Conference on Data Engineering).

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

    15 Citations (Scopus)
    54 Downloads (Pure)

  • skyex: an R Package for Entity Linkage

    Isaj, S. & Pedersen, T. B., 30 Mar 2020, Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings. Bonifati, A., Zhou, Y., Vaz Salles, M. A., Bohm, A., Olteanu, D., Fletcher, G., Khan, A. & Yang, B. (eds.). OpenProceedings.org, p. 587-590 4 p. (Advances in Database Technology).

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

    Open Access
    1 Citation (Scopus)

  • Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks

    Hu, J., Yang, B., Guo, C., Jensen, C. S. & Xiong, H., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, p. 1417-1428 12 p. 9101647. (Proceedings of the International Conference on Data Engineering).

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

    69 Citations (Scopus)

  • 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

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

    Open Access
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    6 Citations (Scopus)
    306 Downloads (Pure)

  • Top-k term publish/subscribe for geo-textual data streams

    Chen, L., Shang, S., Jensen, C. S., Xu, J., Kalnis, P., Yao, B. & Shao, L., 2020, In: V L D B Journal. 29, 5, p. 1101-1128 28 p.

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

    34 Citations (Scopus)
    54 Downloads (Pure)

  • Towards distributed node similarity search on graphs

    Zhang, T., Gao, Y., Zheng, B., Chen, L., Wen, S. & Guo, W., 1 Nov 2020, In: World Wide Web. 23, 6, p. 3025-3053 29 p.

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

    Open Access
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    5 Citations (Scopus)
    155 Downloads (Pure)

  • Toward Translating Raw Indoor Positioning Data into Mobility Semantics

    Li, H., Lu, H., Chen, G., Chen, K., Chen, Q. & Shou, L., Nov 2020, In: ACM Transactions on Data Science. 1, 4, 37 p., 26.

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

    Open Access
    40 Downloads (Pure)

  • Trajectory splicing

    Lu, Q., Wang, R., Yang, B. & Wang, Z., 2020, In: Knowledge and Information Systems. 62, 4, p. 1279-1312 34 p.

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

    2 Citations (Scopus)

  • 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. (eds.). Association for Computing Machinery, p. 1-12 12 p. 13

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

    Open Access
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    1 Citation (Scopus)
    72 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. (eds.). Springer, p. 378-394 17 p. (Lecture Notes in Computer Science, Vol. 12507).

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

    Open Access
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    8 Citations (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. (eds.). Springer Science+Business Media, p. 70-92 23 p. (Lecture Notes in Business Information Processing, Vol. 390).

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

    1 Citation (Scopus)

  • 基于异步动态事件触发通信策略的综合能源系统分布式协同优化运行方法

    Translated title of the contribution: Distributed Collaborative Optimization Operation Approach for Integrated Energy System Based on Asynchronous and Dynamic Event-Triggering Communication StrategyLi, Y. S., Li, T. Y., Gao, W. & Gao, W. Z., 1 Sept 2020, In: Zidonghua Xuebao/Acta Automatica Sinica. 46, 9, p. 1831-1843 13 p.

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

    5 Citations (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, 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 proceeding › Article in proceeding › Research › peer-review

    3 Citations (Scopus)

  • A Hybrid Learning Approach to Stochastic Routing

    Pedersen, S. A., Yang, B. & Jensen, C. S., 2019. 1 p.

    Research output: Contribution to conference without publisher/journal › Poster › Communication

    File
    85 Downloads (Pure)

  • Analyzing spreadsheets for parallel execution via model checking

    Bøgholm, T., Larsen, K. G., Muniz, M., Thomsen, B. & Thomsen, L. L., 2019, Models, Mindsets, Meta: The What, the How, and the Why Not?. Springer, p. 27-35 9 p. (Lecture Notes in Computer Science, Vol. 11200).

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

    2 Citations (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, p. 198-201 4 p.

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

  • 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, p. 806-817 12 p. 8731386. (Proceedings of the International Conference on Data Engineering).

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

    8 Citations (Scopus)

  • An Overlapping Voronoi Diagram-based System for Multi-Criteria Optimal Location Queries

    Zhang, J., Harn, P-W., Ku, W-S., Sun, M-T., Qin, X., Lu, H. & Jiang, X., 2019, In: Geoinformatica. 23, 1, p. 105-161 57 p.

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

  • 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, p. 2155-2156 2 p. 8731602. (Proceedings of the International Conference on Data Engineering).

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

    1 Citation (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. (eds.). Association for Computing Machinery, p. 209-218 10 p.

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

    2 Citations (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, 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 proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • A survey of spatial crowdsourcing

    Gummidi, S. R. B., Xie, X. & Pedersen, T. B., 1 Apr 2019, In: ACM Transactions on Database Systems. 44, 2, p. 8:1-8:46 8.

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

    Open Access
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    74 Citations (Scopus)
    680 Downloads (Pure)

  • 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. (eds.). Association for Computing Machinery, p. 201-209 9 p.

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

    18 Citations (Scopus)

  • Comprehensive audience expansion based on end-To-end neural prediction

    Jiang, J., Lin, X., Yao, J. & Lu, H., 1 Jan 2019, In: CEUR Workshop Proceedings. 2410

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

    Open Access
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    2 Citations (Scopus)
    415 Downloads (Pure)

  • Continuous Range Queries over Multi-Attribute Trajectories

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

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

    6 Citations (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. (eds.). AAAI Press, p. 419-424 6 p.

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

    Open Access
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    3 Citations (Scopus)
    116 Downloads (Pure)

  • Data Verification in Integrated RFID Systems

    Sakai, K., Sun, M-T., Ku, W-S., Lu, H. & Lai, T-H., 2019, In: I E E E Systems Journal. 13, 2, p. 1969-1980 12 p., 8458363.

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

    Open Access
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    1 Citation (Scopus)
    325 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, p. 1346-1357 12 p. 8731428. (Proceedings of the International Conference on Data Engineering).

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

    14 Citations (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, p. 1933-1936 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    2 Citations (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, p. 252-259 8 p. 8788727. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

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

  • Editorial: mobile data management and analytics

    Hara, T., Lee, W. C. & Yang, B., 1 Oct 2019, In: Geoinformatica. 23, 4, p. 499-500 2 p.

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

    Open Access

  • Effective and efficient location influence mining in location-based social networks

    Saleem, M. A., Kumar, R., Calders, T. & Pedersen, T. B., 1 Oct 2019, In: Knowledge and Information Systems. 61, 1, p. 327-362

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

    Open Access
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    3 Citations (Scopus)
    170 Downloads (Pure)

  • 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, p. 488-498 11 p.

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

    50 Citations (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, p. 256-267 12 p. 8731611. (Proceedings of the International Conference on Data Engineering).

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

    14 Citations (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, p. 1734-1737 4 p. 8731434. (Proceedings of the International Conference on Data Engineering).

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

    9 Citations (Scopus)

  • Efficient distributed reachability querying of massive temporal graphs

    Zhang, T., Gao, Y., Chen, L., Guo, W., Pu, S., Zheng, B. & Jensen, C. S., 2019, In: VLDB Journal. 28, 6, p. 871-896 26 p.

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

    Open Access
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    14 Citations (Scopus)
    100 Downloads (Pure)

  • Efficient indexing of hashtags using bitmap indices

    Subba, L. T., Thomsen, C. & Pedersen, T. B., 20 Mar 2019, In: CEUR Workshop Proceedings. 2324, 10 p.

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

    Open Access
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    1445 Downloads (Pure)

  • 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. (eds.). Springer, p. 191-207 17 p. (Lecture Notes in Computer Science, Vol. 11447).

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

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

  • Efficient matching of offers and requests in social-aware ridesharing

    Fu, X., Zhang, C., Lu, H. & Xu, J., 1 Oct 2019, In: Geoinformatica. 23, 4, p. 559-589 31 p.

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

    5 Citations (Scopus)

  • Efficient Similarity Search on Quasi-Metric Graphs

    Zhang, T., Gao, Y., Chen, L., Chen, G. & Pu, S., 2019, In: IEEE Access. 7, p. 101496 - 101512

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

    Open Access
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    2 Citations (Scopus)
    49 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, p. 1411–1412 2 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Communication

    6 Citations (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, p. 995-1005 11 p.

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

    3 Citations (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, p. 2031-2035 5 p.

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

    6 Citations (Scopus)

  • Finding Attribute-Aware Similar Region for Data Analysis

    Feng, K., Cong, G., Jensen, C. S. & Guo, T., 2019, In: Proceedings of the VLDB Endowment. 12, 11, p. 1414-1426

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

    Open Access
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    14 Citations (Scopus)
    117 Downloads (Pure)