{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T04:03:53Z","timestamp":1745467433406,"version":"3.40.4"},"publisher-location":"Singapore","reference-count":10,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819660049","type":"print"},{"value":"9789819660056","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-6005-6_4","type":"book-chapter","created":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T03:14:56Z","timestamp":1745378096000},"page":"49-59","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning Algorithms Comparison for\u00a0Hand sEMG-Recorded Movements Classification"],"prefix":"10.1007","author":[{"given":"Tiago Lopes","family":"Rezende","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adam","family":"Wilheim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adriana","family":"Berger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patricia","family":"Conde-Cespedes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fr\u00e9d\u00e9ric","family":"Amiel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maria","family":"Trocan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,21]]},"reference":[{"key":"4_CR1","doi-asserted-by":"crossref","unstructured":"Ferreira, C., Reis, L.P., Santos, C.P.: Review of control strategies for lower limb prostheses. In: Robot 2015: Second Iberian Robotics Conference: Advances in Robotics, vol. 2, pp. 209\u2013220. Springer (2016)","DOI":"10.1007\/978-3-319-27149-1_17"},{"issue":"5","key":"4_CR2","doi-asserted-by":"publisher","first-page":"853","DOI":"10.1109\/5.664275","volume":"86","author":"R Sharma","year":"1998","unstructured":"Sharma, R., Pavlovic, V., Huang, T.: Toward multimodal human-computer interface. Proc. IEEE 86(5), 853\u2013869 (1998)","journal-title":"Proc. IEEE"},{"issue":"1","key":"4_CR3","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1590\/2446-4740.03816","volume":"33","author":"CFF Costa","year":"2017","unstructured":"Costa, C.F.F., Souza, R.S.D., Santos, J.R.D., Santos, B.L.D., Costa, M.G.F.: A fully automatic method for recognizing hand configurations of Brazilian sign language. Res. Biomed. Eng. 33(1), 78\u201389 (2017). https:\/\/doi.org\/10.1590\/2446-4740.03816","journal-title":"Res. Biomed. Eng."},{"key":"4_CR4","doi-asserted-by":"crossref","unstructured":"Sultana, A., Ahmed, F., Alam, M.S.: A systematic review on surface electromyography-based classification system for identifying hand and finger movements. Healthc. Anal. 3, 100126 (2023). https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2772442522000661","DOI":"10.1016\/j.health.2022.100126"},{"issue":"1","key":"4_CR5","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1109\/TNSRE.2016.2563222","volume":"25","author":"N Jarrass\u00e9","year":"2017","unstructured":"Jarrass\u00e9, N., et al.: Classification of phantom finger, hand, wrist, and elbow voluntary gestures in transhumeral amputees with sEMG. IEEE Trans. Neural Syst. Rehabil. Eng. 25(1), 71\u201380 (2017)","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"issue":"4","key":"4_CR6","doi-asserted-by":"publisher","first-page":"931","DOI":"10.3906\/elk-1210-4","volume":"23","author":"U Ba\u015fpinar","year":"2015","unstructured":"Ba\u015fpinar, U., \u015eeny\u00fcrek, V.Y., Do\u011fan, B., Varol, H.S.: A comparative study of denoising sEMG signals. Turk. J. Electr. Eng. Comput. Sci. 23(4), 931\u2013944 (2015)","journal-title":"Turk. J. Electr. Eng. Comput. Sci."},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Boyer, M., Bouyer, L., Roy, J.-S., Campeau-Lecours, A.: Reducing noise, artifacts and interference in single-channel EMG signals: a review. Sensors 23(6) (2023). https:\/\/www.mdpi.com\/1424-8220\/23\/6\/2927","DOI":"10.3390\/s23062927"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Kim, E., Shin, J., Kwon, Y., Park, B.: EMG-based dynamic hand gesture recognition using edge AI for human-robot interaction. Electronics 12(7) (2023). https:\/\/www.mdpi.com\/2079-9292\/12\/7\/1541","DOI":"10.3390\/electronics12071541"},{"key":"4_CR9","doi-asserted-by":"crossref","unstructured":"Yang, J., Cha, D., Lee, D.-G., Ahn, S.: STCNet: spatio-temporal cross network with subject-aware contrastive learning for hand gesture recognition in surface EMG. Comput. Biol. Med. 185, 109525 (2025). https:\/\/www.sciencedirect.com\/science\/article\/pii\/S001048252401610X","DOI":"10.1016\/j.compbiomed.2024.109525"},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TIM.2022.3187719","volume":"72","author":"P Kang","year":"2022","unstructured":"Kang, P., Li, J., Jiang, S., Shull, P.B.: Reduce system redundancy and optimize sensor disposition for EMG-IMU multimodal fusion human-machine interfaces with XAI. IEEE Trans. Instrum. Meas. 72, 1\u20139 (2022)","journal-title":"IEEE Trans. Instrum. Meas."}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-6005-6_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T03:15:00Z","timestamp":1745378100000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-6005-6_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819660049","9789819660056"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-6005-6_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"21 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kitakyushu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}