{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T20:26:05Z","timestamp":1742934365831,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031746390"},{"type":"electronic","value":"9783031746406"}],"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\/978-3-031-74640-6_25","type":"book-chapter","created":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T23:00:45Z","timestamp":1735686045000},"page":"328-335","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multimodal Sensor Fusion for Daily Living Activity Recognition in Active Assisted Living for Older Adults"],"prefix":"10.1007","author":[{"given":"Kang","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Himalaya","family":"Sharma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jasleen","family":"Kaur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shi","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Plinio","family":"Morita","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,1,1]]},"reference":[{"key":"25_CR1","unstructured":"United Nations. World Population Ageing 2019. www.un.org, 2019. https:\/\/www.un.org\/en\/development\/desa\/population\/publications\/pdf\/ageing\/WorldPopulationAgeing2019-Highlights.pdf. Accessed 1 Jun 2023"},{"issue":"4","key":"25_CR2","doi-asserted-by":"publisher","first-page":"1246","DOI":"10.3390\/s18041246","volume":"18","author":"I Marcelino","year":"2018","unstructured":"Marcelino, I., Laza, R., Domingues, P., G\u00f3mez-Meire, S., Fdez-Riverola, F., Pereira, A.: Active and assisted living ecosystem for the elderly. Sensors 18(4), 1246 (2018)","journal-title":"Sensors"},{"issue":"4","key":"25_CR3","doi-asserted-by":"publisher","first-page":"301","DOI":"10.3233\/AIS-190529","volume":"11","author":"A Patel","year":"2019","unstructured":"Patel, A., Shah, J.: Sensor-based activity recognition in the context of ambient assisted living systems: a review. J. Ambient Intell. Smart Environ. 11(4), 301\u2013322 (2019)","journal-title":"J. Ambient Intell. Smart Environ."},{"key":"25_CR4","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1016\/j.future.2017.11.029","volume":"81","author":"MM Hassan","year":"2018","unstructured":"Hassan, M.M., Uddin, M., Mohamed, A., Almogren, A.: A robust human activity recognition system using smartphone sensors and deep learning. Futur. Gener. Comput. Syst. 81, 307\u2013313 (2018)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"25_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2016\/6931789","volume":"2016","author":"G Koshmak","year":"2016","unstructured":"Koshmak, G., Loutfi, A., Linden, M.: Challenges and issues in multisensor fusion approach for fall detection: review paper. J. Sensors 2016, 1\u201312 (2016)","journal-title":"J. Sensors"},{"key":"25_CR6","unstructured":"San, C.V., Michael, N.: Basic human activity recognition based on sensor fusion in smartphones. In: 2017 IFIP\/IEEE Symposium on Integrated Network and Service Management (IM) (2017)"},{"key":"25_CR7","doi-asserted-by":"publisher","unstructured":"Nahiduzzaman, M., Tasnim, M., Newaz, N.T., Kaiser, M.L., Mahmud, M.: Machine learning based early fall detection for elderly people with neurological disorder using multimodal data fusion. Lecture Notes in Computer Science, pp. 204\u2013214 (2020). https:\/\/doi.org\/10.1007\/978-3-030-59277-6_19","DOI":"10.1007\/978-3-030-59277-6_19"},{"issue":"16","key":"25_CR8","doi-asserted-by":"publisher","first-page":"6874","DOI":"10.1109\/JSEN.2018.2833745","volume":"18","author":"Y Wang","year":"2018","unstructured":"Wang, Y., Cang, S., Yu, H.: A data fusion-based hybrid sensory system for older people\u2019s daily activity and daily routine recognition. IEEE Sens. J. 18(16), 6874\u20136888 (2018)","journal-title":"IEEE Sens. J."},{"key":"25_CR9","unstructured":"Edemekong, P.F., Bomgaars, D.L., Sukumaran, S., Schoo, C.: Activities of Daily Living. In: StatPearls, StatPearls Publishing (2022)"},{"issue":"1","key":"25_CR10","doi-asserted-by":"publisher","DOI":"10.1088\/1749-4699\/8\/1\/014008","volume":"8","author":"J Bergstra","year":"2015","unstructured":"Bergstra, J., Komer, B., Eliasmith, C., Yamins, D., Cox, D.D.: Hyperopt: a python library for model selection and hyperparameter optimization. Comput. Sci. Discov. 8(1), 014008 (2015)","journal-title":"Comput. Sci. Discov."}],"container-title":["Communications in Computer and Information Science","Machine Learning and Principles and Practice of Knowledge Discovery in Databases"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-74640-6_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,31]],"date-time":"2025-01-31T08:19:01Z","timestamp":1738311541000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-74640-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031746390","9783031746406"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-74640-6_25","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"1 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECML PKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Turin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecml2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2023.ecmlpkdd.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}