{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:09:18Z","timestamp":1750219758347,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,8]],"date-time":"2023-10-08T00:00:00Z","timestamp":1696723200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,8]]},"DOI":"10.1145\/3594739.3610759","type":"proceedings-article","created":{"date-parts":[[2023,10,7]],"date-time":"2023-10-07T22:49:38Z","timestamp":1696718978000},"page":"586-591","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Ensemble Learning using Motion Sensors and Location for Human Activity Recognition"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-1721-2076","authenticated-orcid":false,"given":"Ryoichi","family":"Sekiguchi","sequence":"first","affiliation":[{"name":"Tokyo Denki University, Japan and Tokyo Denki University, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9801-1499","authenticated-orcid":false,"given":"Hiroshi","family":"Minowa","sequence":"additional","affiliation":[{"name":"Tokyo Denki University, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3491-8994","authenticated-orcid":false,"given":"Yuto","family":"Mori","sequence":"additional","affiliation":[{"name":"Tokyo Denki University, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1588-7542","authenticated-orcid":false,"given":"Masaki","family":"Kawakatsu","sequence":"additional","affiliation":[{"name":"Tokyo Denki University, Japan"}]}],"member":"320","published-online":{"date-parts":[[2023,10,8]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"[n. d.]. Brighton&Hove Open Data. Retrieved. https:\/\/www.buses.co.uk\/open-data."},{"key":"e_1_3_2_1_2_1","unstructured":"[n. d.]. GTFS-JP. https:\/\/www.gtfs.jp\/developpers-guide\/format-reference.html."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","unstructured":"Dmitrijs Balabka and Denys Shkliarenko. 2021. Human Activity Recognition with AutoML Using Smartphone Radio Data. In Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (Virtual USA) (UbiComp \u201921). Association for Computing Machinery New York NY USA 346\u2013352. https:\/\/doi.org\/10.1145\/3460418.3479377","DOI":"10.1145\/3460418.3479377"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","unstructured":"H. Butler M. Daly A. Doyle Sean Gillies T. Schaub and Stefan Hagen. 2016. The GeoJSON Format. RFC 7946. https:\/\/doi.org\/10.17487\/RFC7946","DOI":"10.17487\/RFC7946"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2878233"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1049\/cp:19991218"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2858933"},{"key":"e_1_3_2_1_9_1","volume-title":"SGDR: Stochastic Gradient Descent with Warm Restarts. arxiv:1608.03983\u00a0[cs.LG]","author":"Loshchilov Ilya","year":"2017","unstructured":"Ilya Loshchilov and Frank Hutter. 2017. SGDR: Stochastic Gradient Descent with Warm Restarts. arxiv:1608.03983\u00a0[cs.LG]"},{"key":"e_1_3_2_1_10_1","unstructured":"Ilya Loshchilov and Frank Hutter. 2019. Decoupled Weight Decay Regularization. arxiv:1711.05101\u00a0[cs.LG]"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460418.3479382"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","unstructured":"Ryoichi Sekiguchi Kenji Abe Takumi Yokoyama Masayasu Kumano and Masaki Kawakatsu. 2020. Ensemble Learning for Human Activity Recognition. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers (Virtual Event Mexico) (UbiComp-ISWC \u201920). Association for Computing Machinery New York NY USA 335\u2013339. https:\/\/doi.org\/10.1145\/3410530.3414346","DOI":"10.1145\/3410530.3414346"},{"key":"e_1_3_2_1_13_1","unstructured":"Ryoichi Sekiguchi Hiroshi Minowa Yuto Mori and Masaki Kawakatsu. 2023. sussex-huawei-locomotion-challenge2023. https:\/\/github.com\/nekketsu2010\/sussex-huawei-locomotion-challenge2023."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2987598"},{"volume-title":"Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2023 ACM International Symposium on Wearable Computers.","author":"Wang L.","key":"e_1_3_2_1_15_1","unstructured":"L. Wang, H. Gjoreski, M. Ciliberto, P. Lago, K. Murao, T. Okita, and D. Roggen. 2023. Summary of SHL challenge 2023: Recognizing locomotion and transportation mode from GPS and motion sensors. Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2023 ACM International Symposium on Wearable Computers."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2890793"}],"event":{"name":"UbiComp\/ISWC '23: The 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Cancun, Quintana Roo Mexico","acronym":"UbiComp\/ISWC '23"},"container-title":["Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3594739.3610759","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3594739.3610759","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:03Z","timestamp":1750178223000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3594739.3610759"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,8]]},"references-count":16,"alternative-id":["10.1145\/3594739.3610759","10.1145\/3594739"],"URL":"https:\/\/doi.org\/10.1145\/3594739.3610759","relation":{},"subject":[],"published":{"date-parts":[[2023,10,8]]},"assertion":[{"value":"2023-10-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}