{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T19:50:53Z","timestamp":1770753053503,"version":"3.50.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2010,11,11]],"date-time":"2010-11-11T00:00:00Z","timestamp":1289433600000},"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":[[2010,11,11]]},"DOI":"10.1145\/1882992.1883032","type":"proceedings-article","created":{"date-parts":[[2010,11,12]],"date-time":"2010-11-12T14:38:38Z","timestamp":1289572718000},"page":"282-286","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":52,"title":["Conditional random fields for activity recognition in smart environments"],"prefix":"10.1145","author":[{"given":"Ehsan","family":"Nazerfard","sequence":"first","affiliation":[{"name":"Washington State University, Pullman, WA, USA"}]},{"given":"Barnan","family":"Das","sequence":"additional","affiliation":[{"name":"Washington State University, Pullman, WA, USA"}]},{"given":"Lawrence B.","family":"Holder","sequence":"additional","affiliation":[{"name":"Washington State University, Pullman, WA, USA"}]},{"given":"Diane J.","family":"Cook","sequence":"additional","affiliation":[{"name":"Washington State University, Pullman, WA, USA"}]}],"member":"320","published-online":{"date-parts":[[2010,11,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1097\/01.JGP.0000310780.04465.13"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2006.6"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/633292.633453"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-009-0007-1"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISWC.2005.22"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/11428572_5"},{"key":"e_1_3_2_1_7_1","volume-title":"Proceedings of the 6th International Workshop on Multi-relational Data Mining (MRDM07)","author":"Landwehr N.","unstructured":"Landwehr , N. , Gutmann , B. , Thon , I. , Philipose , M. and Raedt , L . 2007. Relational transformation-based tagging for human activity recognition . Proceedings of the 6th International Workshop on Multi-relational Data Mining (MRDM07) , 81--92, Warsaw. Poland. Landwehr, N., Gutmann, B., Thon, I., Philipose, M. and Raedt, L. 2007. Relational transformation-based tagging for human activity recognition. Proceedings of the 6th International Workshop on Multi-relational Data Mining (MRDM07), 81--92, Warsaw. Poland."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1166253.1166269"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"e_1_3_2_1_10_1","volume-title":"Proc. 18th International Conference on Machine Learning. 282--289","author":"Lafferty J.","unstructured":"Lafferty , J. , McCallum , A. and Pereira , F . 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data . In Proc. 18th International Conference on Machine Learning. 282--289 . Morgan Kaufmann. San Francisco. CA. Lafferty, J., McCallum, A. and Pereira, F. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proc. 18th International Conference on Machine Learning. 282--289. Morgan Kaufmann. San Francisco. CA."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1160633.1160746"},{"issue":"1","key":"e_1_3_2_1_12_1","first-page":"25","article-title":"Tracking activities in complex settings using smart environment technologies","volume":"1","author":"Singla G.","year":"2009","unstructured":"Singla , G. , Cook , D. and Schmitter-Edgecombe , M. 2009 . Tracking activities in complex settings using smart environment technologies . International Journal of BioSciences, Psychiatry and Technology. 1 ( 1 ): 25 -- 35 . Singla, G., Cook, D. and Schmitter-Edgecombe, M. 2009. Tracking activities in complex settings using smart environment technologies. International Journal of BioSciences, Psychiatry and Technology. 1(1): 25--35.","journal-title":"International Journal of BioSciences, Psychiatry and Technology."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1329125.1329409"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409637"},{"key":"e_1_3_2_1_15_1","first-page":"4","article-title":"An introduction to hidden Markov models. IEEE Acoust. Speech Signal Proc","volume":"3","author":"Rabiner L.","year":"1986","unstructured":"Rabiner , L. and Juang , B. H. 1986 . An introduction to hidden Markov models. IEEE Acoust. Speech Signal Proc ., Mag. 3 , 4 -- 16 Rabiner, L. and Juang, B. H. 1986. An introduction to hidden Markov models. IEEE Acoust. Speech Signal Proc., Mag. 3, 4--16","journal-title":"Mag."},{"key":"e_1_3_2_1_17_1","volume-title":"Efficient Training of Conditional Random Fields. Master's Thesis","author":"Wallach H.","unstructured":"Wallach , H. 2002. Efficient Training of Conditional Random Fields. Master's Thesis . University of Edinburgh. Wallach, H. 2002. Efficient Training of Conditional Random Fields. Master's Thesis. University of Edinburgh."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.588021"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177692379"},{"key":"e_1_3_2_1_20_1","volume-title":"NIPS Workshop on Structured Learning for Text and Speech Processing.","author":"Sutton C.","year":"2005","unstructured":"Sutton , C. , Pal , C. , and McCallum A. 2005 . Sparse forward-backward for fast training of conditional random fields . NIPS Workshop on Structured Learning for Text and Speech Processing. Sutton, C., Pal, C., and McCallum A. 2005. Sparse forward-backward for fast training of conditional random fields. NIPS Workshop on Structured Learning for Text and Speech Processing."}],"event":{"name":"IHI '10: ACM International Health Informatics Symposium","location":"Arlington Virginia USA","acronym":"IHI '10","sponsor":["SIGHIT ACM Special Interest Group on Health Informatics"]},"container-title":["Proceedings of the 1st ACM International Health Informatics Symposium"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1882992.1883032","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1882992.1883032","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T10:52:11Z","timestamp":1750243931000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1882992.1883032"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,11,11]]},"references-count":19,"alternative-id":["10.1145\/1882992.1883032","10.1145\/1882992"],"URL":"https:\/\/doi.org\/10.1145\/1882992.1883032","relation":{},"subject":[],"published":{"date-parts":[[2010,11,11]]},"assertion":[{"value":"2010-11-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}