Dr Sandra Sampaio

Lecturer

Affiliations:
Full contact details
ORCID: 0000-0002-3751-4182
View graph of relations

Publications

1 - 10 out of 25Page size: 10
  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 journal › Article › peer-review

    DOI: https://doi.org/10.1016/j.eswa.2021.114858
  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 journal › Article › peer-review

    DOI: 10.1016/j.is.2020.101569
  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 proceeding › Conference contribution › peer-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 journal › Article › peer-review

    DOI: 10.1007/s11280-020-00800-3
  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 proceeding › Conference contribution › peer-review

    DOI: 10.1109/SMC.2019.8914604
  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 proceeding › Conference contribution › peer-review

    DOI: 10.1109/bigcomp.2019.8679231
  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 proceeding › Conference contribution › peer-review

    DOI: 10.1109/dsaa.2018.00033
  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 journal › Article › peer-review

    DOI: 10.1093/comjnl/bxy113
  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 proceeding › Conference contribution › peer-review

    DOI: 10.1007/978-3-319-98812-2_36
  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 journal › Article › peer-review

    DOI: 10.2218/ijdc.v12i1.495
Previous 1 2 3 Next

Research Explorer downloads

729
Amplifying Data Curation Efforts to Improve the Quality of Life Science Data

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

549
DQ2S- A framework for data quality-aware information management

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

336
Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep Learning

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

312
The Impact of Rainfall and Temperature on Peak and Off-Peak Urban Traffic

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

160
A Conceptual Approach for Supporting Traffic Data Wrangling Tasks

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