{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T22:30:48Z","timestamp":1751409048990,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,6,16]],"date-time":"2023-06-16T00:00:00Z","timestamp":1686873600000},"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":[[2023,6,20]]},"DOI":"10.1145\/3575813.3597453","type":"proceedings-article","created":{"date-parts":[[2023,6,16]],"date-time":"2023-06-16T16:18:31Z","timestamp":1686932311000},"page":"524-529","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Efficient and Accurate Peer-to-Peer Training of Machine Learning Based Home Thermal Models"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0920-2165","authenticated-orcid":false,"given":"Karim","family":"Boubouh","sequence":"first","affiliation":[{"name":"UM6P, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2951-4243","authenticated-orcid":false,"given":"Robert","family":"Basmadjian","sequence":"additional","affiliation":[{"name":"Clausthal University of Technology, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6711-5502","authenticated-orcid":false,"given":"Omid","family":"Ardakanian","sequence":"additional","affiliation":[{"name":"University of Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6424-2840","authenticated-orcid":false,"given":"Alexandre","family":"Maurer","sequence":"additional","affiliation":[{"name":"UM6P, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4794-8902","authenticated-orcid":false,"given":"Rachid","family":"Guerraoui","sequence":"additional","affiliation":[{"name":"EPFL, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,6,16]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2023. Thermal P3. https:\/\/github.com\/karimboubouh\/Thermal-P3."},{"key":"e_1_3_2_1_2_1","unstructured":"Sonny Ali and Zia Yusuf. 2018. Mapping the smart-home market."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEIT.2018.8751790"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.02.005"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3538637.3538863"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.3390\/en14217443"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS51746.2020.00037"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2603088.2603165"},{"key":"e_1_3_2_1_9_1","first-page":"49","article-title":"Energy plus: energy simulation program","volume":"42","author":"Crawley B","year":"2000","unstructured":"Drury\u00a0B Crawley, Linda\u00a0K Lawrie, Curtis\u00a0O Pedersen, and Frederick\u00a0C Winkelmann. 2000. Energy plus: energy simulation program. ASHRAE journal 42, 4 (2000), 49\u201356.","journal-title":"ASHRAE journal"},{"key":"e_1_3_2_1_10_1","volume-title":"EnergyPlus: creating a new-generation building energy simulation program. Energy and buildings 33, 4","author":"Crawley B","year":"2001","unstructured":"Drury\u00a0B Crawley, Linda\u00a0K Lawrie, Frederick\u00a0C Winkelmann, Walter\u00a0F Buhl, Y\u00a0Joe Huang, Curtis\u00a0O Pedersen, Richard\u00a0K Strand, Richard\u00a0J Liesen, Daniel\u00a0E Fisher, Michael\u00a0J Witte, 2001. EnergyPlus: creating a new-generation building energy simulation program. Energy and buildings 33, 4 (2001), 319\u2013331."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2022.119806"},{"key":"e_1_3_2_1_12_1","volume-title":"Inverting gradients-how easy is it to break privacy in federated learning?Advances in Neural Information Processing Systems 33","author":"Geiping Jonas","year":"2020","unstructured":"Jonas Geiping, Hartmut Bauermeister, Hannah Dr\u00f6ge, and Michael Moeller. 2020. Inverting gradients-how easy is it to break privacy in federated learning?Advances in Neural Information Processing Systems 33 (2020), 16937\u201316947."},{"key":"e_1_3_2_1_13_1","volume-title":"Black Hat USA2015","author":"Hernandez Grant","year":"2014","unstructured":"Grant Hernandez, Orlando Arias, Daniel Buentello, and Yier Jin. 2014. Smart nest thermostat: A smart spy in your home. Black Hat USA2015 (2014)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3363459.3363529"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2021.110836"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2019.106177"},{"key":"e_1_3_2_1_17_1","first-page":"219","article-title":"Modified k-means for better initial cluster centres","volume":"2","author":"Joshi D","year":"2013","unstructured":"Kalpana\u00a0D Joshi and PS Nalwade. 2013. Modified k-means for better initial cluster centres. International Journal of Computer Science and Mobile Computing 2, 7 (2013), 219\u2013223.","journal-title":"International Journal of Computer Science and Mobile Computing"},{"key":"e_1_3_2_1_18_1","article-title":"A comparative study of white box, black box and grey box testing techniques","volume":"3","author":"Khan Mohd\u00a0Ehmer","year":"2012","unstructured":"Mohd\u00a0Ehmer Khan and Farmeena Khan. 2012. A comparative study of white box, black box and grey box testing techniques. International Journal of Advanced Computer Science and Applications 3, 6 (2012).","journal-title":"International Journal of Advanced Computer Science and Applications"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2022.112095"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.25584\/ecobee"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.3390\/app10217439"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.03.046"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.02.007"},{"key":"e_1_3_2_1_24_1","volume-title":"Modelling of tropical greenhouse temperature by auto regressive and neural network models. Biosystems engineering 99, 3","author":"Patil SL","year":"2008","unstructured":"SL Patil, HJ Tantau, and VM Salokhe. 2008. Modelling of tropical greenhouse temperature by auto regressive and neural network models. Biosystems engineering 99, 3 (2008), 423\u2013431."},{"key":"e_1_3_2_1_25_1","first-page":"155","article-title":"Smart Thermostat based on Machine Learning and Rule Engine","volume":"23","author":"Bao\u00a0Huy Tran Quoc","year":"2020","unstructured":"Quoc Bao\u00a0Huy Tran and Sun-Tae Chung. 2020. Smart Thermostat based on Machine Learning and Rule Engine. Journal of Korea Multimedia Society 23, 2 (2020), 155\u2013165.","journal-title":"Journal of Korea Multimedia Society"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2022.112571"},{"key":"e_1_3_2_1_27_1","unstructured":"Paul Vanhaesebrouck Aur\u00e9lien Bellet and Marc Tommasi. 2017. Decentralized Collaborative Learning of Personalized Models over Networks. In Artificial Intelligence and Statistics (AISTATS)."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2018.10.062"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.5555\/3213200.3213209"}],"event":{"name":"e-Energy '23: The 14th ACM International Conference on Future Energy Systems","sponsor":["SIGEnergy ACM Special Interest Group on Energy Systems and Informatics"],"location":"Orlando FL USA","acronym":"e-Energy '23"},"container-title":["Proceedings of the 14th ACM International Conference on Future Energy Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3575813.3597453","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3575813.3597453","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:11Z","timestamp":1750178771000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3575813.3597453"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,16]]},"references-count":29,"alternative-id":["10.1145\/3575813.3597453","10.1145\/3575813"],"URL":"https:\/\/doi.org\/10.1145\/3575813.3597453","relation":{},"subject":[],"published":{"date-parts":[[2023,6,16]]},"assertion":[{"value":"2023-06-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}