Zobrazeno 1 - 10
of 39
pro vyhledávání: '"Peter Bellmann"'
Publikováno v:
IEEE Access, Vol 10, Pp 102770-102777 (2022)
In general, classification tasks can differ significantly in their task complexity. For instance, image-based differentiation between vehicles and pedestrians is most likely expected to be less complex than CT-scan-based differentiation between sever
Externí odkaz:
https://doaj.org/article/07e35d6a0f5945aab6d5f9accff0af37
Publikováno v:
Computers, Vol 12, Iss 4, p 71 (2023)
In this study, we analyze a signal segmentation-specific pain duration transfer task by applying knowledge transfer from short-term (phasic) pain stimuli to long-term (tonic) pain stimuli. To this end, we focus on the physiological signals of the X-I
Externí odkaz:
https://doaj.org/article/8d34a2f6644e4e869f16ab1f66120385
Autor:
Peter Bellmann, Friedhelm Schwenker
Publikováno v:
IEEE Access, Vol 8, Pp 164380-164391 (2020)
Ordinal classification (OC) is an important niche of supervised pattern recognition, in which the classes constitute an ordinal structure. In general, the ordinal structure can be identified, either according to the natural occurrence of the current
Externí odkaz:
https://doaj.org/article/82b29fb055244a3489d85ad366509deb
Publikováno v:
Applied Sciences, Vol 12, Iss 4, p 1815 (2022)
Ordinal classification (OC) is a sub-discipline of multi-class classification (i.e., including at least three classes), in which the classes constitute an ordinal structure. Applications of ordinal classification can be found, for instance, in the me
Externí odkaz:
https://doaj.org/article/e7f34981d6ab44ae9bdc6c91ff91969a
Publikováno v:
Sensors, Vol 19, Iss 20, p 4503 (2019)
Standard feature engineering involves manually designing measurable descriptors based on some expert knowledge in the domain of application, followed by the selection of the best performing set of designed features for the subsequent optimisation of
Externí odkaz:
https://doaj.org/article/c6b4fd8a728c4ef296c1c51f93fb6667
Autor:
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
Publikováno v:
Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering.
Autor:
Friedhelm Schwenker, Steffen Walter, Elisabeth André, Peter Bellmann, Daniel Schork, Sascha Gruss, Mohammadreza Amirian, Jonghwa Kim, Georg Layher, Patrick Thiam, Heiko Neumann, Yan Zhang, Viktor Kessler, Harald C. Traue, Maria Velana
Publikováno v:
IEEE Transactions on Affective Computing. 12:743-760
The subjective nature of pain makes it a very challenging phenomenon to assess. Most of the current pain assessment approaches rely on an individual’s ability to recognise and report an observed pain episode. However, pain perception and expression
In general, classification tasks can differ significantly in their task complexity. For instance, image-based differentiation between vehicles and pedestrians is most likely expected to be less complex than CT-scan-based differentiation between sever
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4dba278169f40637086ce4a3586c4114
Publikováno v:
Lecture Notes in Networks and Systems ISBN: 9789811901041
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::00d3af9f211393fa57b64cf68797f5c1
https://doi.org/10.1007/978-981-19-0105-8_47
https://doi.org/10.1007/978-981-19-0105-8_47
Publikováno v:
Lecture Notes in Networks and Systems ISBN: 9789811901041
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6773e88dc7270740477e693304d7590c
https://doi.org/10.1007/978-981-19-0105-8_46
https://doi.org/10.1007/978-981-19-0105-8_46