Dr Sandra Sampaio

Lecturer

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Publications

  1. 2021
  2. Published

    Experimenting with Big Data Computing for Scaling Data Quality-Aware Query Processing

    Cisneros Cabrera, S., Michailidou, A., Sampaio, S., Sampaio, P. & Gounaris, A., 13 Mar 2021, In: Expert Systems with Applications.

    Research output: Contribution to journalArticlepeer-review

  3. 2020
  4. Published

    Continuous Outlier Mining of Streaming Data in Flink

    Toliopoulos, T., Gounaris, A., Tsichlas, K., Papadopoulos, A. & Sampaio, S., 1 Nov 2020, In: Information Systems. 93, 45 p., 101569.

    Research output: Contribution to journalArticlepeer-review

  5. Accepted/In press

    Challenges in Resource Provisioning for the Execution of Data Wrangling Workflows on the Cloud: A Case Study

    AlMasaud, A., Bharadwaj, A., Sampaio, S. & Sakellariou, R., 2 Jun 2020, (Accepted/In press) Proceedings of the 31st International Conference on Database and Expert Systems Applications. Springer Nature, 10 p. (Lecture Notes in Computer Science (LNCS)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  6. Published

    A Deep-Learning Model for Urban Traffic Flow Prediction with Traffic Events Mined from Twitter

    Essien, A., Petrounias, I., Sampaio, P. & Sampaio, S., 14 Mar 2020, In: World Wide Web. 20 p.

    Research output: Contribution to journalArticlepeer-review

  7. 2019
  8. Published

    Deep-PRESIMM: Integrating Deep Learning with Microsimulation for Traffic Prediction

    Essien, A., Petrounias, I., Sampaio, P. & Sampaio, S., 2019, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2019). . IEEE Computer Society , p. 4257 4262 p. (2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  9. Published

    Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep Learning

    Essien, A., Petrounias, I., Sampaio, P. & Sampaio, S., 2019, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. Kyoto, Japan: IEEE Computer Society , 8 p. 8679231. (2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  10. Published

    Parallel Continuous Outlier Mining in Streaming Data

    Toliopoulos, T., Gounaris, A., Tsichlas, K., Papadopoulos, A. & Sampaio, S., 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). IEEE Computer Society , p. 227-236 10 p. 8631496. (2018 IEEE 5TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  11. 2018
  12. Published

    A Conceptual Approach for Supporting Traffic Data Wrangling Tasks

    Sampaio, S., Al-Jubairah, M., Permana, H. A. & Sampaio, P., 2018, In: The Computer Journal. 62, 3, p. 461-480 20 p.

    Research output: Contribution to journalArticlepeer-review

  13. Published

    The Impact of Rainfall and Temperature on Peak and Off-Peak Urban Traffic

    Essien, A., Petrounias, I., Sampaio, P. & Sampaio, S., 2018, Database and Expert Systems Applications : 28th International Conference, DEXA 2018, Regensburg, Germany.. Springer Nature, p. 399-407 8 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  14. 2017
  15. Published

    Amplifying Data Curation Efforts to Improve the Quality of Life Science Data

    Alqasab, M., Embury, S. & Sampaio, S., 16 Sep 2017, In: International Journal of Digital Curation. 12, p. 1-12 12 p., 1.

    Research output: Contribution to journalArticlepeer-review

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Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

312

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

160

Research output: Contribution to journalArticlepeer-review