---
_id: '4644'
author:
- first_name: Lukas
  full_name: Klein, Lukas
  last_name: Klein
- first_name: Christoph
  full_name: Ostrau, Christoph
  id: '250133'
  last_name: Ostrau
  orcid: 0000-0003-1551-3848
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1551-3848/work/160986085
- first_name: Michael
  full_name: Thies, Michael
  last_name: Thies
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/160986087
- first_name: Ulrich
  full_name: Rückert, Ulrich
  last_name: Rückert
citation:
  alphadin: '<span style="font-variant:small-caps;">Klein, Lukas</span> ; <span style="font-variant:small-caps;">Ostrau,
    Christoph</span> ; <span style="font-variant:small-caps;">Thies, Michael</span>
    ; <span style="font-variant:small-caps;">Schenck, Wolfram</span> ; <span style="font-variant:small-caps;">Rückert,
    Ulrich</span>: Exploratory Analysis of Machine Learning Methods for the Prognosis
    of Falls in Elderly Care Based on Accelerometer Data. In: <span style="font-variant:small-caps;">Salvi,
    D.</span> ; <span style="font-variant:small-caps;">Van Gorp, P.</span> ; <span
    style="font-variant:small-caps;">Shah, S. A.</span> (Hrsg.): <i>Pervasive Computing
    Technologies for Healthcare. 17th EAI International Conference, PervasiveHealth
    2023, Malmö, Sweden, November 27-29, 2023, Proceedings</i>, <i>Lecture Notes of
    the Institute for Computer Sciences, Social Informatics and Telecommunications
    Engineering</i>. Cham : Springer Nature Switzerland, 2024, S. 423–437'
  ama: 'Klein L, Ostrau C, Thies M, Schenck W, Rückert U. Exploratory Analysis of Machine
    Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer
    Data. In: Salvi D, Van Gorp P, Shah SA, eds. <i>Pervasive Computing Technologies
    for Healthcare. 17th EAI International Conference, PervasiveHealth 2023, Malmö,
    Sweden, November 27-29, 2023, Proceedings</i>. Lecture Notes of the Institute
    for Computer Sciences, Social Informatics and Telecommunications Engineering.
    Cham: Springer Nature Switzerland; 2024:423-437. doi:<a href="https://doi.org/10.1007/978-3-031-59717-6_27">10.1007/978-3-031-59717-6_27</a>'
  apa: 'Klein, L., Ostrau, C., Thies, M., Schenck, W., &#38; Rückert, U. (2024). Exploratory
    Analysis of Machine Learning Methods for the Prognosis of Falls in Elderly Care
    Based on Accelerometer Data. In D. Salvi, P. Van Gorp, &#38; S. A. Shah (Eds.),
    <i>Pervasive Computing Technologies for Healthcare. 17th EAI International Conference,
    PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings</i> (pp.
    423–437). Cham: Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-59717-6_27">https://doi.org/10.1007/978-3-031-59717-6_27</a>'
  bibtex: '@inproceedings{Klein_Ostrau_Thies_Schenck_Rückert_2024, place={Cham}, series={Lecture
    Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications
    Engineering}, title={Exploratory Analysis of Machine Learning Methods for the Prognosis
    of Falls in Elderly Care Based on Accelerometer Data}, DOI={<a href="https://doi.org/10.1007/978-3-031-59717-6_27">10.1007/978-3-031-59717-6_27</a>},
    booktitle={Pervasive Computing Technologies for Healthcare. 17th EAI International
    Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings},
    publisher={Springer Nature Switzerland}, author={Klein, Lukas and Ostrau, Christoph
    and Thies, Michael and Schenck, Wolfram and Rückert, Ulrich}, editor={Salvi, Dario
    and Van Gorp, Pieter and Shah, Syed AhmarEditors}, year={2024}, pages={423–437},
    collection={Lecture Notes of the Institute for Computer Sciences, Social Informatics
    and Telecommunications Engineering} }'
  chicago: 'Klein, Lukas, Christoph Ostrau, Michael Thies, Wolfram Schenck, and Ulrich
    Rückert. “Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls
    in Elderly Care Based on Accelerometer Data.” In <i>Pervasive Computing Technologies
    for Healthcare. 17th EAI International Conference, PervasiveHealth 2023, Malmö,
    Sweden, November 27-29, 2023, Proceedings</i>, edited by Dario Salvi, Pieter Van
    Gorp, and Syed Ahmar Shah, 423–37. Lecture Notes of the Institute for Computer
    Sciences, Social Informatics and Telecommunications Engineering. Cham: Springer
    Nature Switzerland, 2024. <a href="https://doi.org/10.1007/978-3-031-59717-6_27">https://doi.org/10.1007/978-3-031-59717-6_27</a>.'
  ieee: L. Klein, C. Ostrau, M. Thies, W. Schenck, and U. Rückert, “Exploratory Analysis
    of Machine Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer
    Data,” in <i>Pervasive Computing Technologies for Healthcare. 17th EAI International
    Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings</i>,
    Malmö, Schweden, 2024, pp. 423–437.
  mla: Klein, Lukas, et al. “Exploratory Analysis of Machine Learning Methods for the Prognosis
    of Falls in Elderly Care Based on Accelerometer Data.” <i>Pervasive Computing
    Technologies for Healthcare. 17th EAI International Conference, PervasiveHealth
    2023, Malmö, Sweden, November 27-29, 2023, Proceedings</i>, edited by Dario Salvi
    et al., Springer Nature Switzerland, 2024, pp. 423–37, doi:<a href="https://doi.org/10.1007/978-3-031-59717-6_27">10.1007/978-3-031-59717-6_27</a>.
  short: 'L. Klein, C. Ostrau, M. Thies, W. Schenck, U. Rückert, in: D. Salvi, P.
    Van Gorp, S.A. Shah (Eds.), Pervasive Computing Technologies for Healthcare. 17th
    EAI International Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29,
    2023, Proceedings, Springer Nature Switzerland, Cham, 2024, pp. 423–437.'
conference:
  end_date: 2023-11-29
  location: Malmö, Schweden
  name: 17th EAI International Conference, PervasiveHealth
  start_date: 2023-11-27
date_created: 2024-06-05T11:41:26Z
date_updated: 2026-03-17T15:29:04Z
doi: 10.1007/978-3-031-59717-6_27
editor:
- first_name: Dario
  full_name: Salvi, Dario
  last_name: Salvi
- first_name: Pieter
  full_name: Van Gorp, Pieter
  last_name: Van Gorp
- first_name: Syed Ahmar
  full_name: Shah, Syed Ahmar
  last_name: Shah
language:
- iso: eng
page: 423-437
place: Cham
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Pervasive Computing Technologies for Healthcare. 17th EAI International
  Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings
publication_identifier:
  eisbn:
  - 978-3-031-59717-6
  eissn:
  - 1867-822X
  isbn:
  - 978-3-031-59716-9
  issn:
  - 1867-8211
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
research_group:
- _id: f025f82c-c221-11ec-90a2-d82e18d06cb8
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
series_title: Lecture Notes of the Institute for Computer Sciences, Social Informatics
  and Telecommunications Engineering
status: public
title: Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls
  in Elderly Care Based on Accelerometer Data
type: conference
user_id: '224375'
year: '2024'
...