{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T11:40:05Z","timestamp":1773747605698,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031739965","type":"print"},{"value":"9783031739972","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\/978-3-031-73997-2_31","type":"book-chapter","created":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T03:46:26Z","timestamp":1739331986000},"page":"363-374","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Fuzzy Rule Based Ensemble for\u00a0Classification of\u00a0Gait Patterns in\u00a0Cerebral Palsy Patients"],"prefix":"10.1007","author":[{"given":"Rodrigo B.","family":"Ventura","sequence":"first","affiliation":[]},{"given":"Filipe M. P.","family":"Santos","sequence":"additional","affiliation":[]},{"given":"Susana M.","family":"Vieira","sequence":"additional","affiliation":[]},{"given":"Jo\u00e3o M. C.","family":"Sousa","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,2,13]]},"reference":[{"issue":"s109","key":"31_CR1","first-page":"8","volume":"49","author":"P Rosenbaum","year":"2007","unstructured":"Rosenbaum, P., et al.: A report: the definition and classification of cerebral palsy. Dev. Med. Child Neurol. 49(s109), 8\u201314 (2007)","journal-title":"Dev. Med. Child Neurol."},{"issue":"2","key":"31_CR2","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1302\/0301-620X.86B2.13878","volume":"86","author":"JM Rodda","year":"2004","unstructured":"Rodda, J.M., Graham, H.K., Carson, L., Galea, M.P., Wolfe, R.: Sagittal gait patterns in spastic diplegia. J. Bone Joint Surg. British 86(2), 251\u2013258 (2004)","journal-title":"J. Bone Joint Surg. British"},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/j.jbiomech.2017.04.029","volume":"62","author":"A Leardini","year":"2017","unstructured":"Leardini, A., Belvedere, C., Nardini, F., Sancisi, N., Conconi, M., Parenti-Castelli, V.: Kinematic models of lower limb joints for musculo-skeletal modelling and optimization in gait analysis. J. Biomech. 62, 77\u201386 (2017). Human Movement Analysis: The Soft Tissue Artefact Issue","journal-title":"J. Biomech."},{"key":"31_CR4","doi-asserted-by":"publisher","first-page":"488","DOI":"10.1016\/j.gaitpost.2018.07.074","volume":"65","author":"F Joao","year":"2018","unstructured":"Joao, F., Bagao, V., Cabral, S., Veloso, A.: P 153 - variability of gait parameters in children: the importance of normative data establishment. Gait Posture 65, 488\u2013489 (2018). eSMAC 2018 abstracts","journal-title":"Gait Posture"},{"key":"31_CR5","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.jbiomech.2018.07.040","volume":"79","author":"V Moniz-Pereira","year":"2018","unstructured":"Moniz-Pereira, V., Kepple, T.M., Cabral, S., Jo\u00e3o, F., Veloso, A.P.: Joint moments\u2019 contributions to vertically accelerate the center of mass during stair ambulation in the elderly: an induced acceleration approach. J. Biomech. 79, 105\u2013111 (2018)","journal-title":"J. Biomech."},{"key":"31_CR6","doi-asserted-by":"publisher","first-page":"116912","DOI":"10.1016\/j.eswa.2022.116912","volume":"200","author":"M Karatas","year":"2022","unstructured":"Karatas, M., Eriskin, L., Deveci, M., Pamucar, D., Garg, H.: Big data for healthcare industry 4.0: applications, challenges and future perspectives. Exp. Syst. Appl. 200, 116912 (2022)","journal-title":"Exp. Syst. Appl."},{"key":"31_CR7","doi-asserted-by":"publisher","first-page":"109165","DOI":"10.1016\/j.sigpro.2023.109165","volume":"213","author":"Q Tang","year":"2023","unstructured":"Tang, Q., Liang, J., Zhu, F.: A comparative review on multi-modal sensors fusion based on deep learning. Sig. Process. 213, 109165 (2023)","journal-title":"Sig. Process."},{"key":"31_CR8","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.neucom.2022.02.052","volume":"490","author":"S Shi","year":"2022","unstructured":"Shi, S., Nie, F., Wang, R., Li, X.: When multi-view classification meets ensemble learning. Neurocomputing 490, 17\u201329 (2022)","journal-title":"Neurocomputing"},{"key":"31_CR9","unstructured":"Marcinkevics, R., Vogt, J.E.: Interpretability and explainability: a machine learning zoo mini-tour. arXiv arXiv:2012.01805 (2020)"},{"key":"31_CR10","doi-asserted-by":"crossref","unstructured":"Angelov, P., Gu, X.: Autonomous learning multi-model classifier of 0-order (ALMMo-0). In: 2017 Evolving and Adaptive Intelligent Systems (EAIS), pp. 1\u20137 (2017)","DOI":"10.1109\/EAIS.2017.7954832"},{"key":"31_CR11","doi-asserted-by":"publisher","first-page":"106449","DOI":"10.1016\/j.asoc.2020.106449","volume":"94","author":"E Soares","year":"2020","unstructured":"Soares, E., Angelov, P., Gu, X.: Autonomous learning multiple-model zero-order classifier for heart sound classification. Appl. Soft Comput. 94, 106449 (2020)","journal-title":"Appl. Soft Comput."},{"key":"31_CR12","doi-asserted-by":"crossref","unstructured":"Angelov, P., Gu, X.: MICE: multi-layer multi-model images classifier ensemble. In: 2017 3rd IEEE International Conference on Cybernetics (CYBCONF), pp. 1\u20138 (2017)","DOI":"10.1109\/CYBConf.2017.7985788"},{"key":"31_CR13","doi-asserted-by":"crossref","unstructured":"Angelov, P., Gu, X., Kangin, D., Principe, J.: Empirical data analysis: a new tool for data analytics. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 000052\u2013000059 (2016)","DOI":"10.1109\/SMC.2016.7844219"},{"issue":"2","key":"31_CR14","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1080\/03081079.2011.634807","volume":"41","author":"P Angelov","year":"2012","unstructured":"Angelov, P., Yager, R.: A new type of simplified fuzzy rule-based system. Int. J. Gen Syst 41(2), 163\u2013185 (2012)","journal-title":"Int. J. Gen Syst"},{"issue":"1","key":"31_CR15","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1109\/TSMC.1985.6313399","volume":"15","author":"T Takagi","year":"1985","unstructured":"Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybern. (SMC) 15(1), 116\u2013132 (1985)","journal-title":"IEEE Trans. Syst. Man Cybern. (SMC)"},{"key":"31_CR16","doi-asserted-by":"crossref","unstructured":"Mamdani, E.H.: Applications of fuzzy algorithms for control of a simple dynamic plant. Proc. IEEE (1974)","DOI":"10.1049\/piee.1974.0328"}],"container-title":["Lecture Notes in Networks and Systems","Information Processing and Management of Uncertainty in Knowledge-Based Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-73997-2_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T03:46:35Z","timestamp":1739331995000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-73997-2_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031739965","9783031739972"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-73997-2_31","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"13 February 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IPMU","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lisboa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ipmu2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ipmu2024.inesc-id.pt\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}