{"id":"https://openalex.org/W4310984692","doi":"https://doi.org/10.1145/3563357.3564062","title":"EffiSenseSee","display_name":"EffiSenseSee","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4310984692","doi":"https://doi.org/10.1145/3563357.3564062"},"language":"en","primary_location":{"id":"doi:10.1145/3563357.3564062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3563357.3564062","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3563357.3564062","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3563357.3564062","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012440143","display_name":"Alex Yen","orcid":"https://orcid.org/0000-0002-5941-5257"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alex Yen","raw_affiliation_strings":["UC San Diego"],"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037170982","display_name":"Zeal Shah","orcid":"https://orcid.org/0000-0002-6366-5320"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeal Shah","raw_affiliation_strings":["University of Massachusetts"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023493536","display_name":"Benjamin Ochoa","orcid":"https://orcid.org/0000-0003-1012-7833"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Ochoa","raw_affiliation_strings":["UC San Diego"],"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072986653","display_name":"Pat Pannuto","orcid":"https://orcid.org/0000-0001-7720-6267"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Pannuto","raw_affiliation_strings":["UC San Diego"],"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078031046","display_name":"Jay Taneja","orcid":"https://orcid.org/0000-0001-7590-2509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jay Taneja","raw_affiliation_strings":["University of Massachusetts"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012440143"],"corresponding_institution_ids":["https://openalex.org/I2800935791"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12568903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/incandescent-light-bulb","display_name":"Incandescent light bulb","score":0.9657572507858276},{"id":"https://openalex.org/keywords/halogen-lamp","display_name":"Halogen lamp","score":0.7852568030357361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6186618804931641},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.46692630648612976},{"id":"https://openalex.org/keywords/light-emitting-diode","display_name":"Light-emitting diode","score":0.46052226424217224},{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.4395253360271454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4302866756916046},{"id":"https://openalex.org/keywords/led-lamp","display_name":"LED lamp","score":0.42610305547714233},{"id":"https://openalex.org/keywords/electric-light","display_name":"Electric light","score":0.42135557532310486},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38013046979904175},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3712962567806244},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2585762143135071},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17914330959320068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14043670892715454}],"concepts":[{"id":"https://openalex.org/C173886181","wikidata":"https://www.wikidata.org/wiki/Q47616","display_name":"Incandescent light bulb","level":2,"score":0.9657572507858276},{"id":"https://openalex.org/C15340255","wikidata":"https://www.wikidata.org/wiki/Q1114190","display_name":"Halogen lamp","level":2,"score":0.7852568030357361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6186618804931641},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.46692630648612976},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.46052226424217224},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.4395253360271454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4302866756916046},{"id":"https://openalex.org/C101271287","wikidata":"https://www.wikidata.org/wiki/Q1553201","display_name":"LED lamp","level":2,"score":0.42610305547714233},{"id":"https://openalex.org/C19643730","wikidata":"https://www.wikidata.org/wiki/Q1326621","display_name":"Electric light","level":2,"score":0.42135557532310486},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38013046979904175},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3712962567806244},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2585762143135071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17914330959320068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14043670892715454},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3563357.3564062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3563357.3564062","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3563357.3564062","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3563357.3564062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3563357.3564062","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3563357.3564062","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2281359321","display_name":null,"funder_award_id":"2018 POW 004","funder_id":"https://openalex.org/F4320306149","funder_display_name":"Rockefeller Foundation"},{"id":"https://openalex.org/G3739894711","display_name":null,"funder_award_id":"2038238","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6083352585","display_name":null,"funder_award_id":"DGE-2038238","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6894402473","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306149","display_name":"Rockefeller Foundation","ror":"https://ror.org/03sfkwk85"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4310984692.pdf","grobid_xml":"https://content.openalex.org/works/W4310984692.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1788497923","https://openalex.org/W1996794795","https://openalex.org/W2010043809","https://openalex.org/W2057734680","https://openalex.org/W2118371392","https://openalex.org/W2479598871","https://openalex.org/W2524421280","https://openalex.org/W2588860167","https://openalex.org/W2617947411","https://openalex.org/W2749252755","https://openalex.org/W2788172014","https://openalex.org/W2806470553","https://openalex.org/W2888870618","https://openalex.org/W2986921411","https://openalex.org/W3123908627","https://openalex.org/W3157829439","https://openalex.org/W4246729395","https://openalex.org/W6685474559"],"related_works":["https://openalex.org/W2580875573","https://openalex.org/W2900057665","https://openalex.org/W2034100141","https://openalex.org/W3159304516","https://openalex.org/W1973090035","https://openalex.org/W2183915547","https://openalex.org/W2895391627","https://openalex.org/W570563422","https://openalex.org/W2052556239","https://openalex.org/W2095263817"],"abstract_inverted_index":{"EffiSenseSee":[0,79,116],"is":[1],"a":[2,24,42,113],"means":[3],"to":[4,100],"identify":[5],"energy-inefficient":[6,71],"lighting":[7],"infrastructure":[8],"lingering":[9],"in":[10,36,58],"our":[11],"built":[12],"environment.":[13],"When":[14],"light":[15,39,60],"bulbs":[16,64,82,119],"convert":[17],"incoming":[18],"AC":[19,34],"power":[20],"into":[21,83],"visible":[22],"light,":[23],"carefully":[25],"designed":[26],"camera":[27],"can":[28,65,80],"\"see\"":[29],"some":[30],"of":[31,45,56,105],"the":[32,37,106],"original":[33],"signal":[35],"varying":[38],"intensity.":[40],"Using":[41],"large":[43],"corpus":[44],"over":[46,73],"60":[47],"bulbs,":[48],"we":[49],"show":[50],"that":[51],"based":[52],"solely":[53],"on":[54],"analysis":[55],"subtleties":[57],"observed":[59],"output,":[61],"previously":[62],"unseen":[63],"be":[66],"classified":[67],"as":[68],"energy-efficient":[69],"or":[70,87],"with":[72,112,120],"95%":[74],"accuracy.":[75,122],"With":[76],"89%":[77],"accuracy,":[78],"group":[81],"incandescent,":[84],"halogen,":[85],"CFL,":[86],"LED---the":[88],"four":[89],"primary":[90],"categories":[91],"measured":[92],"by":[93],"regulatory":[94],"bodies.":[95],"We":[96],"then":[97],"investigate":[98],"how":[99],"bring":[101],"this":[102],"technology":[103],"\"out":[104],"lab.\"":[107],"In":[108],"an":[109],"outdoor":[110],"setting":[111],"commodity":[114],"camera,":[115],"identifies":[117],"inefficient":[118],"74%":[121]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-12-22T00:00:00"}
