mdh.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Multi-Scale Entropy Analysis and Case-Based Reasoning to Classify Physiological Sensor Signals
Mälardalen University, School of Innovation, Design and Engineering. (IS)ORCID iD: 0000-0002-1212-7637
Mälardalen University, School of Innovation, Design and Engineering. (IS)ORCID iD: 0000-0003-3802-4721
2012 (English)In: Proceedings of the ICCBR 2012 Workshops / [ed] Luc Lamontagne and Juan A. Recio-García, 2012, p. 129-138Conference paper, Published paper (Refereed)
Abstract [en]

Sensor signal fusion is becoming increasingly important in many areas including medical diagnosis and classification. Clinicians/experts often do the diagnosis of stress, sleepiness, tiredness etc. based on several physiological sensor signals to achieve better accuracy in classification. This paper presents a case-based reasoning (CBR) system that offers an opportunity to classify healthy and stressed persons based on sensor signal fusion. Several sensor measurements for instance, i.e., heart rate, inter-beat-interval, finger temperature, skin conductance and respiration rate have been combined for the data level fusion using Multivariate Multiscale Entropy Analysis (MMSE) algorithm. This algorithm supports complexity analysis of multivariate biological recordings. Here, MMSE is used to formulate cases in the case-based classification system.

Place, publisher, year, edition, pages
2012. p. 129-138
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mdh:diva-17329OAI: oai:DiVA.org:mdh-17329DiVA, id: diva2:579660
Conference
The Workshop on Case-Based Reasoning in the Health Sciences, at the International Conference on Case-Based Reasoning, ICCBR-12, Lyon, France, September 4, 2012
Available from: 2012-12-20 Created: 2012-12-20 Last updated: 2017-01-25Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

http://www.iccbr.org/iccbr12/ICCBR-12_WS_proc.pdf

Authority records BETA

Begum, ShahinaAhmed, Mobyen UddinBarua, Shaibal

Search in DiVA

By author/editor
Begum, ShahinaAhmed, Mobyen UddinBarua, Shaibal
By organisation
School of Innovation, Design and Engineering
Engineering and Technology

Search outside of DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric score

urn-nbn
Total: 96 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf