Visiting address

DS - BI
University of Groningen
Nijenborgh 9
9747 AG Groningen
The Netherlands

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Dr. Ando Emerencia

PhD Graduate

  • Email: a.c.emerencia [at] rug.nl

Research

  • Data Mining
  • Machine Learning
  • Pattern Recognition
Dr. Ando Emerencia

Publications

  1. van der Gaag, M. A. E., Emerencia, N. R. S. A. C., Blaauw, F. J., Bron, G. G., & Kunnen, E. S. (2020). Theorie: processen van voortijdig schoolverlaten en begeleiding om dat te voorkomen. In M. A. E. van der Gaag, N. R. Snell, G. G. Bron, & E. S. Kunnen (Eds.), Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (1st ed., pp. 16–29). Uitgeverij Acco. https://u-can-act.nl/wp-content/uploads/2020/05/Van-der-Gaag-et-al.-2020-Voortijdig-schoolverlaten-voorkomen_-perspectieven-van-wetenschap-praktijk-en-beleid.pdf
  2. Snell, N. R., Bron, G. G., Emerencia, A. C., Kunnen, E. S., Blaauw, F. J., de Jonge, P., & van der Gaag, M. (2020). Procesonderzoek: processen van uitvallen, blijven en begeleiding. In M. A. E. van der Gaag, N. R. Snell, G. G. Bron, & E. S. Kunnen (Eds.), Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (1st ed., pp. 59–139). Uitgeverij Acco. https://u-can-act.nl/wp-content/uploads/2020/05/Van-der-Gaag-et-al.-2020-Voortijdig-schoolverlaten-voorkomen_-perspectieven-van-wetenschap-praktijk-en-beleid.pdf
  3. Bastiaansen, J. A., Kunkels, Y. K., Blaauw, F. J., Boker, S. M., Ceulemans, E., Chen, M., Chow, S., de Jonge, P., Emerencia, A. C., Epskamp, S., & et al. (2019). Time to get personal? The impact of researchers’ choices on the selection of treatment targets using the experience sampling methodology. PsyArXiv. https://doi.org/10.31234/osf.io/c8vp7
  4. Blaauw, F. J., van der Gaag, M. A. E., Snell, N. R., Emerencia, A. C., Kunnen, E. S., & de Jonge, P. (2019). The u-can-act Platform: A Tool to Study Intra-individual Processes of Early School Leaving and Its Prevention Using Multiple Informants. Frontiers in Psychology, 10, 1808. https://doi.org/10.3389/fpsyg.2019.01808
  5. van der Krieke, L., Blaauw, F. J., Emerencia, A. C., Schenk, M. H. M., Slaets, J. P. J., Bos, E. H., de Jonge, P., & Jeronimus, B. F. (2016). Temporal dynamics of health and well-being: A crowdsourcing approach to momentary assessments and automated generation of personalized feedback. Psychosomatic Medicine.
  6. Blaauw, F. J., Schenk, H. M., Jeronimus, B. F., van der Krieke, L., de Jonge, P., Aiello, M., & Emerencia, A. C. (2016). Let’s get Physiqual - an intuitive and generic method to combine ssensor technology with ecological momentary assessments. Journal of Biomedical Informatics, 63, 141–149. http://dx.doi.org/10.1016/j.jbi.2016.08.001
  7. van der Krieke, L., Jeronimus, B. F., Blaauw, F. J., Wanders, R. B. K., Emerencia, A. C., Schenk, H. M., de Stijn, V., Snippe, E., Wichers, M., Wigman, J. T. W., Bos, E. H., Wardenaar, K. J., & de Jonge, P. (2015). HowNutsAreTheDutch (HoeGekIsNL): A crowdsourcing study of mental symptoms and strengths. International Journal of Methods in Psychiatric Research, n/a–n/a. http://dx.doi.org/10.1002/mpr.1495
  8. Emerencia, A., van der Krieke, L., Bos, E. H., de Jonge, P., Petkov, N., & Aiello, M. (2015). Automating vector autoregression on electronic patient diary data. IEEE Journal of Biomedical and Health Informatics, 20(2), 631–634. http://dx.doi.org/10.1109/JBHI.2015.2402280
  9. Blaauw, F., & Emerencia, A. (2015). A Service-Oriented Architecture for Web Applications in e-mental health: two case studies. IEEE International Conference on Service Oriented Computing & Applications, 131–138. http://dx.doi.org/10.1109/SOCA.2015.25
  10. Emerencia, A. (2014). Computing a Second Opinion: Automated Reasoning and Statistical Inference applied to Medical Data [PhD thesis, Rijksuniversiteit Groningen]. https://www.rug.nl/research/portal/files/13135714/20140627_Thesis_Emerencia.pdf
  11. van der Krieke, L., Wunderink, L., Emerencia, A., de Jonge, P., & Sjoerd, S. (2014). E-Mental Health Self-Management for Psychotic Disorders: State of the Art and Future Perspectives. Psychiatric Services, 65(1), 33–49. http://dx.doi.org/10.1176/appi.ps.201300050
  12. Aiello, M., Emerencia, A., & Sol, H. (2014). Bringing adaptiveness & resilience to e-health. In N. Suri & G. Cabri (Eds.), Adaptive, Dynamic and Resilient Systems (June 23, 2014). Auerbach Publication, CRC Press (Taylor + Francis Group).
  13. Blaauw, F. J., der Krieke, J. A. J. V., Bos, E. H., Emerencia, A. C., Jeronimus, B. F., Schenk, H. M., Vos, S. D., Wardenaar, K. J., Wanders, R. B. K., Wigman, J. T. W., Aiello, M., & Jonge, P. D. (2014). HowNutsAreTheDutch: Personalized feedback on a national scale. AAAI Fall Symposium on Expanding the Boundaries of Health Informatics Using AI, 6–10. http://www.aaai.org/ocs/index.php/FSS/FSS14/paper/download/9189/9109
  14. Emerencia, A., van der Krieke, L., Sytema, S., Petkov, N., & Aiello, M. (2013). Generating personalized advice for schizophrenia patients. Artificial Intelligence in Medicine, 58(1), 23–36. http://www.sciencedirect.com/science/article/pii/S0933365713000043
  15. van der Krieke, L., Emerencia, A., Boonstra, N., Wunderink, L., de Jonge, P., & Sytema, S. (2013). A web-based tool to support shared decision-making for people with a psychotic disorder: a randomized clinical trial and process evaluation. Journal of Medical Internet Research, 15(10), e216. http://www.cs.rug.nl/ ando/pdfs/sdm_trial.pdf
  16. van der Krieke, L., Wunderink, L., Emerencia, A., de Jonge, P., & Sytema, S. (2013). E-health self-management in psychotic disorders: state of the art and future perspectives. Psychiatric Services, 65(1), 33–49. http://www.cs.rug.nl/ ando/pdfs/appi.ps.201300050.pdf
  17. van de Krieke, L., Emerencia, A., Aiello, M., & Sytema, S. (2012). Usability Evaluation of a Web-Based Support System for People With a Schizophrenia Diagnosis. Journal of Medical Internet Research, 14(1). http://www.ncbi.nlm.nih.gov/pubmed/22311883
  18. van der Krieke, L., Emerencia, A., & Sytema, S. (2011). An Online Portal on Outcomes for Dutch Service Users. Psychiatric Services, 62(7), 803. http://www.cs.rug.nl/ ando/pdfs/frontline_report.pdf
  19. Emerencia, A., van der Krieke, L., Petkov, N., & Aiello, M. (2011). Assessing Schizophrenia with an Interoperable Architecture. ACM International Conference on Information and Knowledge Management, 79–82. http://www.cs.rug.nl/ ando/pdfs/mixhs1112s-emerencia.pdf