Review Research 2021

Computer Science

This page contains links to five selected key publications,
as well as links to the
publications of all the CS groups
in the past 6 years.

5 Key Publications:


  1. Cyber Physical Systems:
    M Shoaib, S Bosch, OD Incel, H Scholten, PJM Havinga, Complex human activity recognition using smartphone and wrist-worn motion sensors, Sensors Journal, 2016 (4)
    Also at: https://doi.org/10.3390/s16040426
    • The paper was one of the early papers in that domain, and nicely combines our expertise of smart sensing and data analytics.
    • A nice collaboration project with a top university in Turkey
    • Many citations (295)
    • De dataset that is collected and used in this paper is publicly available (KPI 2, use of data sets).

  2. Cyber Social Systems:
    Eyben, F., Scherer, K., Schuller, B., Sundberg, J., André, E., Busso, C., Devillers, L., Epps, J., Laukka, P., Narayanan, S., & Truong, K. P. (2016). The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. IEEE transactions on affective computing, 7(2), 190-202.
    Also at: https://doi.org/10.1109/TAFFC.2015.2457417
    • The paper is the result of collaboration between major research groups in affective computing around the world.
    • It has many citations (779).

  3. Data Science:
    M Nauta, D Bucur, C Seifert, Causal discovery with attention-based convolutional neural networks, in Machine Learning and Knowledge Extraction 1 (1), 312-340, 2019
    Also at: https://doi.org/10.3390/make1010019
    • 36 cites since 2019
    • on DMB focus topic of explainable ML
    • software is open source: https://github.com/M-Nauta/TCDF
    • well-appreciated work as observed from personal communications by other researchers attempting to apply and extend it.
    • The GitHub page has a GitHub✶-rating of 241.
    • without special attention to gender bias, we selected a paper with an all-female authorship

  4. Software:
    Julio Cesar Nardi, Ricordo de Almeida Falbo, Joao Paulo Almeida, Giancarlo Guizzardi, Luis Ferreira Pires, Marten van Sinderen, Nicola Guarino, Claudenir Marais Fonseca, A commitment-based reference ontology for services, Information Systems 54 (2015) 263–288
    Also at: https://doi.org/10.1016/j.is.2015.01.012

    Corrigendum in Information Systems, Volume 56, March 2016, Pages 133-134
      5. This paper presents a core reference ontology for services that harmonizes a number of service perspectives, based on the notions of service commitments and claims, grounded in the Unified Foundational Ontology.
    • Published in one of the key journals of our field with high impact (IF 2019-2020: 4.188)
    • It is well cited (94 citations) and still relevant (16 citations in 2020).
    • The research is done in collboration with leading groups on service language engineering and ontologies, viz. the NEMO group of UFES/Brazil and the Laboratory for Applied Ontology of ISTC/Italy.

  5. Security:
    Van Rijswijk-Deij, R., Jonker, M., Sperotto, A., Pras, A., A High-Performance, Scalable Infrastructure for Large-Scale Active DNS Measurements, in IEEE Journal on Selected Areas in Communications, 34(6) 1877-1888, 2016
    Also at: https://doi.org/10.1109/JSAC.2016.2558918
    • This paper has been published in a top journal
    • It is about a platform for collecting measurement data (KPI 2, use of data sets)

These pages provide additional info of the self-assessment report

© Job van Amerongen, 2021