{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T21:25:05Z","timestamp":1770931505812,"version":"3.50.1"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010002","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icasspw59220.2023.10193167","type":"proceedings-article","created":{"date-parts":[[2023,8,2]],"date-time":"2023-08-02T13:30:54Z","timestamp":1690983054000},"page":"1-5","source":"Crossref","is-referenced-by-count":5,"title":["Topological Analysis of Low Dimensional Phase Space Trajectories of High Dimensional EEG Signals For Classification of Interictal Epileptiform Discharges"],"prefix":"10.1109","author":[{"given":"A.","family":"Stiehl","sequence":"first","affiliation":[{"name":"University of Applied Sciences,Center for Signal Analysis of Complex Systems,Ansbach,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Flammer","sequence":"additional","affiliation":[{"name":"Institute of Mathematics, Julius-Maximilians-Universit&#x00E4;t,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Anselstetter","sequence":"additional","affiliation":[{"name":"BESA GmbH,Gr&#x00E4;felfing,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N.","family":"Ille","sequence":"additional","affiliation":[{"name":"BESA GmbH,Gr&#x00E4;felfing,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Bornfleth","sequence":"additional","affiliation":[{"name":"BESA GmbH,Gr&#x00E4;felfing,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Gei\u00dfels\u00f6der","sequence":"additional","affiliation":[{"name":"University of Applied Sciences,Center for Signal Analysis of Complex Systems,Ansbach,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Uhl","sequence":"additional","affiliation":[{"name":"University of Applied Sciences,Center for Signal Analysis of Complex Systems,Ansbach,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.067"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1097\/00004691-200203000-00001"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1080\/14786440109462720","article-title":"On lines and planes of closest fit to systems of points in space","volume":"2","author":"pearson","year":"1901","journal-title":"The London Edinburgh and Dublin Philosophical Magazine and Journal of Science"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/OJSP.2020.3038369"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682978"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1186\/s13104-018-3482-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86993-9_29"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2021.02.403"},{"key":"ref17","author":"edelsbrunner","year":"2010","journal-title":"Computational Topology An Introduction"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/BF02574053"},{"key":"ref19","article-title":"Electroencephalography (eeg) resources","author":"picone","year":"0","journal-title":"Tech Rep The Neural Engineering Data Consortium Temple University"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43408-3_4"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(96)00059-0"},{"key":"ref23","first-page":"2825","article-title":"Scikitlearn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/fams.2018.00057"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.97.208101"},{"key":"ref20","first-page":"1","article-title":"Multiparameter persistence landscapes","volume":"21","author":"vipond","year":"2020","journal-title":"Journal of Machine Learning Research"},{"key":"ref22","author":"saul","year":"2019","journal-title":"Scikit-TDA Topological data analysis for python"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2649-2"},{"key":"ref28","article-title":"Anwendung spezieller Machine Learning Algorithmen auf physiologische Daten","author":"anselstetter","year":"2021","journal-title":"M S thesis Hochschule Ansbach"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BF01447877"},{"key":"ref8","author":"wang","year":"2014","journal-title":"Persistence landscape of functional signal and its application to epileptic electroencaphalogram data"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1001\/jamaneurol.2019.3485","article-title":"Development of expert-level automated detection of epileptiform discharges during electroencephalogram interpretation","volume":"77","author":"jing","year":"2020","journal-title":"JAMA Neurology"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5220\/0011144800003271"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.1088\/1742-6596\/943\/1\/012030","article-title":"Interictal epileptiform discharges (IEDs) classification in EEG data of epilepsy patients","volume":"943","author":"puspita","year":"2017","journal-title":"Journal of Physics Conference Series"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1007\/978-3-030-86993-9_41","article-title":"EEG seizure prediction based on empirical mode decomposition and convolutional neural network","author":"yan","year":"2021","journal-title":"Brain Informatics"},{"key":"ref6","article-title":"Epileptiform spike detection via convolutional neural networks","author":"rosenberg johansen","year":"2016","journal-title":"IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP)"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1064","DOI":"10.1111\/epi.17206","article-title":"Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts","volume":"63","author":"kural","year":"2022","journal-title":"Epilepsia"}],"event":{"name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","location":"Rhodes Island, Greece","start":{"date-parts":[[2023,6,4]]},"end":{"date-parts":[[2023,6,10]]}},"container-title":["2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10192576\/10192577\/10193167.pdf?arnumber=10193167","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T20:54:54Z","timestamp":1770929694000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10193167\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/icasspw59220.2023.10193167","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}