• 4 Citaties
20172020

Research output per year

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Persoonlijk profiel

Research profile

Peipei Chen received her Bachelor’s Degree from Zhengzhou University, China after four years (2010-2014) study majored in Biomedical Engineering. Then she was admitted into Zhejiang University as a Direct Ph.D. student in September, 2014. From March 2015 to December 2015, her work mainly focused on the standardization and mapping of Chinese clinical terminology and related Medical Terminology Services, which aimed to promote the medical information exchange and sharing. The technologies used included text similarity algorithm and Chinese words segmentation.

From the end of December of 2015, she was selected to take part in the Brain Bridge Project” Risk assessment to improve patient outcomes for cardiovascular diseases”. The goal of this project is to predict the risk of cardiovascular patients of different conditions using data mining technique so that practitioners can adopt suitable therapies. Currently, for this project, she is doing her PhD in the Information System Group in Industrial Engineering Department, Tu/e.

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Onderzoeksoutput

  • 4 Citaties
  • 3 Conferentiebijdrage
  • 1 Tijdschriftartikel
  • 1 Werkdocument

A robust inner ensemble sequential feature selection method

Chen, P., Wilbik, A. M., Lu, X., Duan, H. & Kaymak, U., 5 mrt 2020, (In voorbereiding).

Onderzoeksoutput: WerkdocumentAcademic

  • Deep representation learning for individualized treatment effect estimation using electronic health records

    Chen, P., Dong, W., Lu, X., Kaymak, U., He, K. & Huang, Z., 1 dec 2019, In : Journal of Biomedical Informatics. 100, 11 blz., 103303.

    Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

  • 1 Citaat (Scopus)
    1 Downloads (Pure)

    Finding the optimal number of features based on mutual information

    Chen, P., Wilbik, A., van Loon, S., Boer, A-K. & Kaymak, U., 2018, Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Springer, Vol. 641. blz. 477-486 10 blz. (Advances in Intelligent Systems and Computing; vol. 641).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • 3 Citaten (Scopus)
    1 Downloads (Pure)

    On the interaction between feature selection and parameter determination in fuzzy modelling

    Chen, P., Fuchs, C., Wilbik, A., Chan, T. M., van Loon, S., Boer, A. K., Lu, X., Scharnhorst, V. & Kaymak, U., 1 jan 2018, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 17th International Conference, IPMU 2018, Proceedings: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III. Medina, J., Perfilieva, I. & Yager, R. R. (redactie). Dordrecht: Springer, blz. 150-161 12 blz. (Communications in Computer and Information Science; vol. 855).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

  • 2 Downloads (Pure)

    On performance vs. risk trade-off in feature selection

    Chen, P., Wilbik, A. M. & Kaymak, U., 2017, Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017), 27-30 June 2017, Otsu, Japan. Piscataway: Institute of Electrical and Electronics Engineers

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review