• Selma Lagerløfs Vej 300, 3-2-10

    9220 Aalborg Ø

    Danmark

  • Selma Lagerlöfs Vej 300

    9220 Aalborg Ø

    Danmark

1994 …2022

Publikationer pr. år

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  • 2022

    Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

    Kieu, T., Yang, B., Guo, C., Cirstea, R-G., Zhao, Y., Song, Y. & Jensen, C. S., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. 12 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  • Influence-aware Task Assignment in Spatial Crowdsourcing

    Chen, X., Zhao, Y., Zheng, K., Yang, B. & Jensen, C. S., 2022, (Accepteret/In press) ICDE.

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  • Outlier Detection for Streaming Task Assignment in Crowdsourcing.

    Zhao, Y., Chen, X., Deng, L., Kieu, T., Guo, C., Yang, B., Zheng, K. & Jensen, C. S., 2022, Proceeding of The Web Conference 2022, WWW 2022. s. 1933-1943 11 s.

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  • Robust and Explainable Autoencoders for Time Series Outlier Detection

    Kieu, T., Yang, B., Guo, C., Jensen, C. S., Zhao, Y., Huang, F. & Zheng, K., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. 12 s.

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  • Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning

    Yang, S. B., Guo, C., Hu, J., Yang, B., Tang, J. & Jensen, C. S., 2022, Aalborg University. 38th International Conference on Data Engineering, 13 s.

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  • 2021

    Fairness-aware task assignment in spatial crowdsourcing: Game-theoretic approaches

    Zhao, Y., Zheng, K., Guo, J., Yang, B., Pedersen, T. B. & Jensen, C. S., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 265-276 12 s. (Proceedings - International Conference on Data Engineering, Bind 2021-April).

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    3 Citationer (Scopus)
  • PolyFit: Polynomial-based indexing approach for fast approximate range aggregate queries

    Li, Z., Chan, T. N., Yiu, M. L. & Jensen, C. S., 2021, Advances in Database Technology - EDBT 2021: 24th International Conference on Extending Database Technology, Proceedings. Velegrakis, Y., Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K., Chrysanthis, P. K. & Guerra, F. (red.). OpenProceedings.org, s. 241-252 12 s. (Advances in Database Technology).

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  • REPOSE: Distributed top-k trajectory similarity search with local reference point tries

    Zheng, B., Weng, L., Zhao, X., Zeng, K., Zhou, X. & Jensen, C. S., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society Press, s. 708-719 12 s. 9458807. (Proceedings - International Conference on Data Engineering).

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  • SOUP: A fleet management system for passenger demand prediction and competitive taxi supply

    Hu, Q., Ming, L., Xi, R., Chen, L., Jensen, C. S. & Zheng, B., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 2657-2660 4 s. 9458616. (Proceedings - International Conference on Data Engineering).

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  • SpeakNav: A voice-based navigation system via route description language understanding

    Bi, L., Cao, J., Li, G., Viet Hung, N. Q., Jensen, C. S. & Zheng, B., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 2669-2672 4 s. 9458708. (Proceedings - International Conference on Data Engineering).

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    1 Citationer (Scopus)
  • 2020

    Adaptive Top-k Overlap Set Similarity Joins

    Yang, Z., Zheng, B., Li, G., Xi, Z., Zhou, X. & Jensen, C. S., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, s. 1081-1092 12 s. 9101864. (Proceedings of the International Conference on Data Engineering).

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    7 Citationer (Scopus)
  • A Hybrid Learning Approach to Stochastic Routing

    Pedersen, S. A., Yang, B. & Jensen, C. S., 2020, International Conference on Data Engineering (ICDE). IEEE, s. 1910-1913 4 s. (Proceedings of the International Conference on Data Engineering).

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    5 Citationer (Scopus)
  • An Efficient Index for Reachability Queries in Public Transport Networks

    Tesfaye, B., Augsten, N., Pawlik, M., Böhlen, M. H. & Jensen, C. S., 2020, ADBIS 2020: Advances in Databases and Information Systems. Darmont, J., Novikov, B. & Wrembel, R. (red.). Springer, s. 34-48 15 s. (Lecture Notes in Computer Science (LNCS), Bind 12245).

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    1 Citationer (Scopus)
    7 Downloads (Pure)
  • CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories

    Fang, Z., Gao, Y., Pan, L., Chen, L., Miao, X. & Jensen, C. S., 2020, Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, s. 2777-2780 4 s.

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    4 Citationer (Scopus)
  • Efficient Attribute-Constrained Co-Located Community Search

    Luo, J., Cao, X., Xie, X., Qu, Q., Xu, Z. & Jensen, C. S., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, s. 1201-1212 12 s. 9101525. (Proceedings of the International Conference on Data Engineering).

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    8 Citationer (Scopus)
  • Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing

    Zheng, B., Huang, C., Jensen, C. S., Chen, L., Hung, N. Q. V., Liu, G., Li, G. & Zheng, K., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, s. 973-984 12 s. 9101586. (Proceedings of the International Conference on Data Engineering).

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    10 Citationer (Scopus)
    3 Downloads (Pure)
  • Parallel Semantic Trajectory Similarity Join

    Chen, L., Shang, S., Jensen, C. S., Yao, B. & Kalnis, P., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, s. 997-1008 12 s. 9101683. (Proceedings of the International Conference on Data Engineering).

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    6 Citationer (Scopus)
  • 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. (red.). Springer, s. 415-431 17 s. (Lecture Notes in Computer Science, Bind 12113).

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  • 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, s. 1417-1428 12 s. 9101647. (Proceedings of the International Conference on Data Engineering).

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    25 Citationer (Scopus)
  • 2019

    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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  • 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)
  • 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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    22 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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    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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  • 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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    10 Citationer (Scopus)
    239 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)
    47 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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    1 Citationer (Scopus)
    12 Downloads (Pure)
  • 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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    2 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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    70 Citationer (Scopus)
  • 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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    38 Citationer (Scopus)
  • 2018

    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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    3 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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    8 Citationer (Scopus)
    177 Downloads (Pure)
  • Deep representation learning for trajectory similarity computation

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

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    66 Citationer (Scopus)
  • Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 okt. 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. (red.). Association for Computing Machinery, s. 863-872 10 s.

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    26 Citationer (Scopus)
  • Extracting Rankings for Spatial Keyword Queries from GPS Data

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

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  • IZone: Efficient influence zone evaluation over geo-Textual Data

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

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    3 Citationer (Scopus)
  • Learning to route with sparse trajectory sets

    Guo, C., Yang, B., Hu, J. & Jensen, C. S., 24 okt. 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, s. 1073-1084 12 s. 8509321. (Proceedings of the International Conference on Data Engineering).

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    35 Citationer (Scopus)
  • Location-aware top-κ term publish/subscribe

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

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    32 Citationer (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, s. 3421-3430 10 s.

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    4 Citationer (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, Bind 2018-June. s. 125-134 10 s. (IEEE International Conference on Mobile Data Management (MDM)).

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    75 Citationer (Scopus)
  • Price-and-Time-Aware Dynamic Ridesharing

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

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    25 Citationer (Scopus)
  • Searching Trajectories by Regions of Interest

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

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    5 Citationer (Scopus)
  • Targeted Influence Minimization in Social Networks

    Wang, X., Deng, K., Li, J., Xu Yu, J., Jensen, C. S. & Yang, X., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (red.). Springer, s. 689-700 12 s. (Lecture Notes in Computer Science, Bind 10939).

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    11 Citationer (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. (red.). Springer, Bind 324. s. 51-83 33 s. (Lecture Notes in Business Information Processing).

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    17 Citationer (Scopus)
    207 Downloads (Pure)
  • 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, s. 290-291 2 s.

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    6 Citationer (Scopus)
  • 2017

    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, s. 240-245 6 s. 7962458

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    3 Citationer (Scopus)
  • Collective travel planning in spatial networks

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

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    6 Citationer (Scopus)
  • Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying

    Chen, J., Lu, H., Keles, I. & Jensen, C. S., 29 jun. 2017, Proceedings of the 18th IEEE International Conference on Mobile Data Management (MDM). IEEE, s. 62-71 10 s. 7962437

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    2 Citationer (Scopus)
  • Direction-Aware why-not spatial keyword Top-k queries

    Chen, L., Li, Y., Xu, J. & Jensen, C. S., 16 maj 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE, s. 107-110 4 s. 7929947

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    9 Citationer (Scopus)