{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T11:15:32Z","timestamp":1770549332887,"version":"3.49.0"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9891917","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:56:04Z","timestamp":1664567764000},"page":"1-8","source":"Crossref","is-referenced-by-count":12,"title":["Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks"],"prefix":"10.1109","author":[{"given":"Lerina","family":"Aversano","sequence":"first","affiliation":[{"name":"Dept. of Engineering University of Sannio Benevento,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mario Luca","family":"Bernardi","sequence":"additional","affiliation":[{"name":"Dept. of Engineering University of Sannio Benevento,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marta","family":"Cimitile","sequence":"additional","affiliation":[{"name":"UnitelmaSapienza University,Rome,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martina","family":"Iammarino","sequence":"additional","affiliation":[{"name":"Dept. of Engineering University of Sannio Benevento,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chiara","family":"Verdone","sequence":"additional","affiliation":[{"name":"Dept. of Engineering University of Sannio Benevento,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","DOI":"10.1142\/9097","author":"rokach","year":"2014","journal-title":"Data Mining with Decision Trees"},{"key":"ref38","first-page":"532","author":"refaeilzadeh","year":"2009","journal-title":"Cross-validation"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s13218-012-0204-5"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-017-9450-z"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2644268"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34062-8_32"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICUMT.2018.8631265"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2021.633752"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9040545"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1142\/9781848162778_0008"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3001377"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-017-2987-7"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05787-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05014-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref14","first-page":"1","article-title":"Xgboost: extreme gradient boosting","volume":"1","author":"chen","year":"2015","journal-title":"R package version 1 0 2–2"},{"key":"ref15","article-title":"Learning phrase representations using RNN encoder-decoder for statistical ma-chine translation","volume":"abs 1406 1078","author":"cho","year":"2014","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7613282"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2016.01.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2014.2359997"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CEIT.2018.8751879"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1016\/j.procs.2021.08.106","article-title":"Thyroid disease treatment prediction with machine learning approaches","volume":"192","author":"aversano","year":"2021","journal-title":"Procedia Computer Science"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/UBMK.2017.8093512"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534176"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ48607.2020.9177948"},{"key":"ref29","first-page":"1","article-title":"A systematic approach to diagnose parkinson's disease through kinematic features extracted from handwritten drawings","author":"rohit","year":"2021","journal-title":"Journal of Reliable Intelligent Environments"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207380"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2009.5457453"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108135"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-8752-8_49"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.51.6.1592"},{"key":"ref1","first-page":"1","article-title":"Parkin-son's disease diagnosis using convolutional neural networks and figure-copying tasks","author":"mohamad","year":"2021","journal-title":"Neural Computing and Applications"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00065-2"},{"key":"ref22","article-title":"Deep echo state networks for diagnosis of parkinson's disease","author":"gallicchio","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1016\/j.patrec.2019.06.005","article-title":"Diagnosis of diabetes diseases using optimized fuzzy rule set by grey wolf optimization","volume":"125","author":"siva shankar","year":"2019","journal-title":"Pattern Recognition Letters"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwg068"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00686"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"ref44","article-title":"Distinguishing different stages of parkinson's disease using composite index of speed and pen-pressure of sketching a spiral","author":"poonam","year":"2017","journal-title":"Frontiers in Neurology 8 435"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.2330"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-63234-0.50011-7"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jns.2020.116723"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","location":"Padua, Italy","start":{"date-parts":[[2022,7,18]]},"end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9891857\/9889787\/09891917.pdf?arnumber=9891917","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T23:00:33Z","timestamp":1667516433000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9891917\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9891917","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}