{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T11:35:23Z","timestamp":1742988923101,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319744995"},{"type":"electronic","value":"9783319745008"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-74500-8_57","type":"book-chapter","created":{"date-parts":[[2018,3,20]],"date-time":"2018-03-20T00:20:32Z","timestamp":1521505232000},"page":"622-633","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Human Daily Activity Recognition Using Neural Networks and Ontology-Based Activity Representation"],"prefix":"10.1007","author":[{"given":"Nadia","family":"Oukrich","sequence":"first","affiliation":[]},{"given":"El Bouazzaoui","family":"Cherraqi","sequence":"additional","affiliation":[]},{"given":"Abdelilah","family":"Maach","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,3,21]]},"reference":[{"key":"57_CR1","unstructured":"IHS Smart Home Intelligence Service. https:\/\/technology.ihs.com\/Services\/526256\/smart-home-intelligence-service . Accessed 14 Apr 2017"},{"key":"57_CR2","doi-asserted-by":"crossref","unstructured":"Moreno, L.V., Ruiz, M.L.M., Hern\u00e1ndez, J.M., Duboy, M.\u00c1.V., Lind\u00e9n, M.: The role of smart homes in intelligent homecare and healthcare environments. Ambient Assisted Living and Enhanced Living Environments Principles, Technologies and Control, pp. 345\u2013394 (2017)","DOI":"10.1016\/B978-0-12-805195-5.00014-4"},{"key":"57_CR3","doi-asserted-by":"crossref","unstructured":"Aldrich, F.K.: Smart homes: past, present and future. In: Inside the Smart Home, pp. 17\u201339 (2003)","DOI":"10.1007\/1-85233-854-7_2"},{"key":"57_CR4","doi-asserted-by":"crossref","unstructured":"Merrilees, J.: Activities of Daily Living, Reference Module in Neuroscience and Biobehavioral Psychology Encyclopedia of the Neurological Sciences, 2nd edn., pp. 47\u201348 (2014)","DOI":"10.1016\/B978-0-12-385157-4.00464-4"},{"issue":"1","key":"57_CR5","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1111\/j.1532-5415.1997.tb00986.x","volume":"45","author":"LP Fried","year":"1997","unstructured":"Fried, L.P., Guralnik, J.M.: Disability in older adults: evidence regarding significance, etiology, and risk. J. Am. Geriatr. Soc. 45(1), 92\u2013100 (1997)","journal-title":"J. Am. Geriatr. Soc."},{"key":"57_CR6","doi-asserted-by":"crossref","unstructured":"Lavine, B.K.: Oklahoma State University, Stillwater: Instrumentation Metrics, Feed-Forward Neural Networks AZ, Elsevier books, USA (2009)","DOI":"10.1016\/B978-044452701-1.00026-0"},{"key":"57_CR7","unstructured":"Rao, V.B.: C++\u00a0Neural Networks and Fuzzy Logic, chap. 7, M&T Books, IDG Books Worldwide, Pub. (1995)"},{"issue":"8","key":"57_CR8","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H Peng","year":"2005","unstructured":"Peng, H., Long, F., Ding, C.: Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 27(8), 1226\u20131238 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"57_CR9","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1142\/S0219720005001004","volume":"3","author":"C Ding","year":"2005","unstructured":"Ding, C., Peng, H.: Minimum redundancy feature selection from microarray gene expression data. J. Bioinform. Comput. Biol. 3(2), 185\u2013205 (2005)","journal-title":"J. Bioinform. Comput. Biol."},{"issue":"1","key":"57_CR10","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s10846-007-9201-6","volume":"52","author":"L Fiore","year":"2008","unstructured":"Fiore, L., Fehr, D., Bodor, R., Drenner, A., Somasundaram, G., Papanikolopoulos, N.: Multi-camera human activity monitoring. J. Intell. Robot. Syst. 52(1), 5\u201343 (2008)","journal-title":"J. Intell. Robot. Syst."},{"issue":"2","key":"57_CR11","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.cviu.2006.08.002","volume":"104","author":"TB Moeslund","year":"2006","unstructured":"Moeslund, T.B., Hilton, A., Kr\u00fcger, V.: A survey of advances in vision-based human motion capture and analysis. Comput. Vis. Image Underst. 104(2), 90\u2013126 (2006)","journal-title":"Comput. Vis. Image Underst."},{"key":"57_CR12","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.pmcj.2010.11.008","volume":"7","author":"L Wang","year":"2011","unstructured":"Wang, L., Gub, T., Taoa, X., Chenc, H., Lua, J.: Recognizing multi-user activities using wearable sensors in a smart home. Pervasive Mob. Comput. 7, 287\u2013298 (2011)","journal-title":"Pervasive Mob. Comput."},{"issue":"6","key":"57_CR13","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1109\/TKDE.2011.51","volume":"24","author":"L Chen","year":"2012","unstructured":"Chen, L., Nugent, C., Wang, H.: A knowledge-driven approach to activity recognition in smart homes. IEEE Trans. Knowl. Data Eng. 24(6), 961\u2013974 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"57_CR14","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1007\/s10489-012-0359-7","volume":"38","author":"M Fahim","year":"2013","unstructured":"Fahim, M., Fatima, I., Lee, S., Lee, Y.: EEM: evolutionary ensembles model for activity recognition in smart homes. Appl. Intell. 38(1), 88\u201398 (2013)","journal-title":"Appl. Intell."},{"key":"57_CR15","doi-asserted-by":"crossref","first-page":"992","DOI":"10.1016\/j.asoc.2015.03.045","volume":"37","author":"LG Fahad","year":"2015","unstructured":"Fahad, L.G., Rajarajan, M.: Integration of discriminative and generative models for activity recognition in smart homes. Appl. Soft Comput. 37, 992\u20131001 (2015)","journal-title":"Appl. Soft Comput."},{"key":"57_CR16","doi-asserted-by":"crossref","unstructured":"Borgesa, V., Jebersona, W.: Fortune at the bottom of the classifier pyramid: a novel approach to human activity recognition. In: International Conference on Information and Communication Technologies (ICICT 2014). Procedia Comput. Sci. 46, 37\u201344 (2015)","DOI":"10.1016\/j.procs.2015.01.047"},{"key":"57_CR17","doi-asserted-by":"crossref","unstructured":"Crandall, A., Cook, D.: Using a hidden Markov model for resident identification. In: Proceedings of the 6th International Conference on Intelligent Environments. Kuala Lumpur, Malaysia, pp. 74\u201379 (2010)","DOI":"10.1109\/IE.2010.21"},{"key":"57_CR18","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.pmcj.2014.11.004","volume":"16","author":"K Zhan","year":"2010","unstructured":"Zhan, K., Faux, S., Ramos, F.: Multi-scale conditional random fields for first-person activity recognition on elders and disabled patients. Pervasive Mob. Comput. 16, 251\u2013267 (2010)","journal-title":"Pervasive Mob. Comput."},{"issue":"9","key":"57_CR19","doi-asserted-by":"crossref","first-page":"1415","DOI":"10.1109\/5.58323","volume":"78","author":"B Widrow","year":"1990","unstructured":"Widrow, B., Lehr, M.A.: 30 years of adaptive neural networks: perceptron, madaline, and backpropagation. Proc. IEEE 78(9), 1415\u20131442 (1990)","journal-title":"Proc. IEEE"},{"key":"57_CR20","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.eswa.2015.12.045","volume":"53","author":"H Mo","year":"2016","unstructured":"Mo, H., Wang, J., Niu, H.: Exponent back propagation neural network forecasting for financial cross-correlation relationship. Expert Syst. Appl. 53, 106\u2013116 (2016)","journal-title":"Expert Syst. Appl."},{"key":"57_CR21","doi-asserted-by":"crossref","unstructured":"Vel\u00e1sco-Mej\u00eda, V.V.-B., Ch\u00e1vez-Ram\u00edrez, A.U., Torres-Gonz\u00e1lez, J., Reyes-Vidal, Y., Casta\u00f1eda-Zaldivar, F.: Modeling and optimization of a pharmaceutical crystallization process by using neural networks and genetic algorithms. Powder Technol. 292, 122\u2013128 (2016)","DOI":"10.1016\/j.powtec.2016.01.028"},{"key":"57_CR22","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.compstruct.2016.02.066","volume":"144","author":"NIE Farhana","year":"2016","unstructured":"Farhana, N.I.E., Abdul Majid, M.S., Paulraj, M.P., Ahmadhilmi, E., Fakhzan, M.N., Gibson, A.G.: A novel vibration based non-destructive testing for predicting glass fibre\/matrix volume fraction in composites using a neural network model. Compos. Struct. 144, 96\u2013107 (2016)","journal-title":"Compos. Struct."},{"key":"57_CR23","doi-asserted-by":"crossref","first-page":"1629","DOI":"10.1016\/j.isatra.2014.06.008","volume":"53","author":"H Fang","year":"2014","unstructured":"Fang, H., He, L., Si, H., Liu, P., Xie, X.: Human activity recognition based on feature selection in smart home using back-propagation algorithm. ISA Trans. 53, 1629\u20131638 (2014)","journal-title":"ISA Trans."},{"key":"57_CR24","doi-asserted-by":"crossref","unstructured":"Kesharaju, M., Nagarajah, R.: Feature selection for neural network based defect classification of ceramic components using high frequency ultrasound, Ultrasonics (2015)","DOI":"10.1016\/j.ultras.2015.05.027"},{"key":"57_CR25","volume-title":"Feature Extraction: Foundations and Applications","author":"G Isabelle","year":"2006","unstructured":"Isabelle, G., Steve, G., Massoud, N., Lotfi, Z.: Feature Extraction: Foundations and Applications. Springer, Berlin (2006)"},{"issue":"1","key":"57_CR26","doi-asserted-by":"crossref","first-page":"145","DOI":"10.2333\/bhmk.26.145","volume":"26","author":"P Leray","year":"1999","unstructured":"Leray, P., Gallinari, P.: Feature selection with neural networks. Behaviormetrika 26(1), 145\u2013166 (1999)","journal-title":"Behaviormetrika"},{"key":"57_CR27","doi-asserted-by":"crossref","unstructured":"Oukrich, N., Maach, A., Sabri, E., Mabrouk, E., Bouchard, K.: Activity recognition using back-propagation algorithm and minimum redundancy feature selection method. In: 4th IEEE International Colloquium on Information Science and Technology (CiSt), pp. 818\u2013823. IEEE (2016)","DOI":"10.1109\/CIST.2016.7805000"},{"key":"57_CR28","doi-asserted-by":"crossref","unstructured":"Gu, T., Wu, Z., Wang, L., Tao, X., Lu, J.: Mining emerging patterns for recognizing activities of multiple users in pervasive computing. In: MobiQuitous 2009: The 6th Annual International Conference on Mobile and Ubiquitous Systems: Networking Services, pp. 1\u201310 (2009)","DOI":"10.4108\/ICST.MOBIQUITOUS2009.6818"},{"key":"57_CR29","doi-asserted-by":"crossref","unstructured":"Rashidi, P., Youngblood, G., Cook, D., Das, S.: Inhabitant guidance of smart environments. In: Proceedings of the International Conference on Human\u2013Computer Interaction, pp. 910\u2013919 (2007)","DOI":"10.1007\/978-3-540-73107-8_100"},{"key":"57_CR30","doi-asserted-by":"crossref","unstructured":"Lin, Z., Fu, L.: Multi-user preference model and service provision in a smart home environment. In: Proceedings of IEEE International Conference on Automation Science and Engineering, CASE 2007, pp. 759\u2013764 (2007)","DOI":"10.1109\/COASE.2007.4341737"},{"key":"57_CR31","unstructured":"Cook, D.: Learning setting-generalized activity mdoels for smart spaces. WSU CASAS smart home project. IEEE Intelligent Systems"}],"container-title":["Lecture Notes in Networks and Systems","Innovations in Smart Cities and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-74500-8_57","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,13]],"date-time":"2019-10-13T00:24:17Z","timestamp":1570926257000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-74500-8_57"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319744995","9783319745008"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-74500-8_57","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2018]]}}}