{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T04:01:18Z","timestamp":1751774478653,"version":"3.41.0"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319917634"},{"type":"electronic","value":"9783319917641"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-91764-1_14","type":"book-chapter","created":{"date-parts":[[2018,6,15]],"date-time":"2018-06-15T09:45:50Z","timestamp":1529055950000},"page":"174-187","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Power-Based Device Recognition for Occupancy Detection"],"prefix":"10.1007","author":[{"given":"Azkario Rizky","family":"Pratama","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Widyawan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Lazovik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Aiello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,16]]},"reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1016\/j.enbuild.2012.09.005","volume":"56","author":"TA Nguyen","year":"2013","unstructured":"Nguyen, T.A., Aiello, M.: Energy intelligent buildings based on user activity: a survey. Energy Build. 56, 244\u2013257 (2013)","journal-title":"Energy Build."},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Nguyen, T., Aiello, M.: Beyond indoor presence monitoring with simple sensors, pp. 5\u201314 (2012)","DOI":"10.5220\/0003801300050014"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Lu, J., Sookoor, T., Srinivasan, V., Gao, G., Holben, B., Stankovic, J., Field, E., Whitehouse, K.: The smart thermostat: Using occupancy sensors to save energy in homes. In: Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems, SenSys 2010, pp. 211\u2013224 (2010)","DOI":"10.1145\/1869983.1870005"},{"key":"14_CR4","unstructured":"Microsoft: Us workers spend 7 hours on the computer a day on average (2013). https:\/\/www.onmsft.com\/news\/microsoft-us-workers-spend-7-hours-computer-day-average. Accessed 26 Sep 2017"},{"key":"14_CR5","doi-asserted-by":"crossref","unstructured":"Scott, J., Bernheim Brush, A., Krumm, J., Meyers, B., Hazas, M., Hodges, S., Villar, N.: Preheat: controlling home heating using occupancy prediction. In: Proceedings of the 13th International Conference on Ubiquitous Computing, UbiComp, pp. 281\u2013290 (2011)","DOI":"10.1145\/2030112.2030151"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Koehler, C., Ziebart, B.D., Mankoff, J., Dey, A.K.: Therml: occupancy prediction for thermostat control. In: Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp, pp. 103\u2013112 (2013)","DOI":"10.1145\/2493432.2493441"},{"key":"14_CR7","unstructured":"Mamidi, S., Chang, Y.-H., Maheswaran, R.: Improving building energy efficiency with a network of sensing, learning and prediction agents. In: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012, vol. 1, pp. 45\u201352 (2012)"},{"issue":"11","key":"14_CR8","doi-asserted-by":"publisher","first-page":"3264","DOI":"10.1109\/TMC.2017.2684806","volume":"16","author":"Ming Jin","year":"2017","unstructured":"Jin, M., Jia, R., Spanos, C.: Virtual occupancy sensing: using smart meters to indicate your presence. IEEE Trans. Mob. Comput., 16(11) (2017)","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"14_CR9","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1109\/TPWRD.2009.2033799","volume":"25","author":"J Liang","year":"2010","unstructured":"Liang, J., Ng, S.K.K., Kendall, G., Cheng, J.W.M.: Load signature study\u2014Part I: basic concept, structure, and methodology. IEEE Trans. Power Deliv. 25, 551\u2013560 (2010)","journal-title":"IEEE Trans. Power Deliv."},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Kalluri, B., Kondepudi, S., Wei, K.H., Wai, T.K., Kamilaris, A.: Opld: towards improved non-intrusive office plug load disaggregation. In: 2015 IEEE International Conference on Building Efficiency and Sustainable Technologies, pp. 56\u201361 (2015)","DOI":"10.1109\/ICBEST.2015.7435865"},{"key":"14_CR11","doi-asserted-by":"crossref","unstructured":"Zoha, A., Gluhak, A., Nati, M., Imran, M.A.: Low-power appliance monitoring using factorial hidden Markov models. In: 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp. 527\u2013532 (2013)","DOI":"10.1109\/ISSNIP.2013.6529845"},{"key":"14_CR12","unstructured":"P1 companion standard, March 2014. http:\/\/www.netbeheernederland.nl\/_upload\/Files\/Slimme_meter_15_32ffe3cc38.pdf. Accessed 08 Feb 2017"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Akbar, A., Nati, M., Carrez, F., Moessner, K.: Contextual occupancy detection for smart office by pattern recognition of electricity consumption data. In: 2015 IEEE International Conference on Communications (ICC), pp. 561\u2013566 (2015)","DOI":"10.1109\/ICC.2015.7248381"},{"key":"14_CR14","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1016\/j.pmcj.2017.02.008","volume":"38","author":"I Georgievski","year":"2017","unstructured":"Georgievski, I., Nguyen, T.A., Nizamic, F., Setz, B., Lazovik, A., Aiello, M.: Planning meets activity recognition: service coordination for intelligent buildings. Pervasive Mob. Comput. 38, 110\u2013139 (2017)","journal-title":"Pervasive Mob. Comput."},{"key":"14_CR15","volume-title":"Feedback Control of Dynamic Systems","author":"GF Franklin","year":"2009","unstructured":"Franklin, G.F., Powell, J.D., Emami-Naeini, A.: Feedback Control of Dynamic Systems, 7th edn. Pearson Prentice Hall, Upper Saddle River (2009)","edition":"7"},{"key":"14_CR16","unstructured":"IEEE standard for transitions, pulses, and related waveforms - redline. IEEE Std 181\u20132011 (Revision of IEEE Std 181\u20132003) - Redline, pp. 1\u201371 (2011)"},{"key":"14_CR17","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4908.001.0001","volume-title":"Nearest-Neighbor Methods in Learning and Vision: Theory and Practice","author":"G Shakhnarovich","year":"2006","unstructured":"Shakhnarovich, G., Darrell, T., Indyk, P.: Nearest-Neighbor Methods in Learning and Vision: Theory and Practice. The MIT Press, Cambridge (2006)"},{"key":"14_CR18","volume-title":"The Elements of Statistical Learning: Data Mining, Inference, and Prediction","author":"J Friedman","year":"2009","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd edn. Springer, New York (2009)","edition":"2"},{"key":"14_CR19","volume-title":"Neural Network Design","author":"HB Demuth","year":"2014","unstructured":"Demuth, H.B., Beale, M.H., De Jess, O., Hagan, M.T.: Neural Network Design, 2nd edn. Martin Hagan, USA (2014)","edition":"2"},{"key":"14_CR20","first-page":"2579","volume":"9","author":"L van der Maaten","year":"2008","unstructured":"van der Maaten, L., Hinton, G., Bengio, Y.: Visualizing data using t-SNE. J. Mach. Learn. Res. 9, 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Service-Oriented Computing \u2013 ICSOC 2017 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91764-1_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T04:19:57Z","timestamp":1751689197000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91764-1_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319917634","9783319917641"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91764-1_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"16 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Service-Oriented Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Malaga","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 November 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoc2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icsoc.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}