dc.contributor.author | Kärkkäinen, Tommi | |
dc.contributor.author | Maslov, Alexandr | |
dc.contributor.author | Wartiainen, Pekka | |
dc.date.accessioned | 2017-06-30T05:53:38Z | |
dc.date.available | 2017-06-30T05:53:38Z | |
dc.date.issued | 2014 | |
dc.identifier.citation | Kärkkäinen, T., Maslov, A., & Wartiainen, P. (2014). Region of interest detection using MLP. In <i>22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014</i>. ESANN. The European Symposium on Artificial Neural Networks. <a href="https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf" target="_blank">https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf</a> | |
dc.identifier.other | CONVID_23709095 | |
dc.identifier.other | TUTKAID_62056 | |
dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/54757 | |
dc.description.abstract | A novel technique to detect regions of interest in a time
series as deviation from the characteristic behavior is proposed. The deterministic
form of a signal is obtained using a reliably trained MLP neural
network with detailed complexity management and cross-validation based
generalization assurance. The proposed technique is demonstrated with
simulated and real data. | |
dc.format.extent | 730 | |
dc.language.iso | eng | |
dc.publisher | ESANN | |
dc.relation.ispartof | 22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014 | |
dc.relation.ispartofseries | The European Symposium on Artificial Neural Networks | |
dc.relation.uri | https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf | |
dc.subject.other | MLP | |
dc.subject.other | neural networks | |
dc.title | Region of interest detection using MLP | |
dc.type | conferenceObject | |
dc.identifier.urn | URN:NBN:fi:jyu-201706283139 | |
dc.contributor.laitos | Tietotekniikan laitos | fi |
dc.contributor.laitos | Department of Mathematical Information Technology | en |
dc.contributor.oppiaine | Tietotekniikka | fi |
dc.contributor.oppiaine | Mathematical Information Technology | en |
dc.type.uri | http://purl.org/eprint/type/ConferencePaper | |
dc.date.updated | 2017-06-28T03:18:06Z | |
dc.relation.isbn | 978-2-8741-9095-7 | |
dc.type.coar | conference paper | |
dc.description.reviewstatus | peerReviewed | |
dc.type.version | publishedVersion | |
dc.rights.copyright | © the Authors, 2014. | |
dc.rights.accesslevel | openAccess | fi |
dc.relation.conference | European symposium on artificial neural networks, computational intelligence and machine learning | |