{"id":"https://openalex.org/W1997456082","doi":"https://doi.org/10.1109/ijcnn.2014.6889482","title":"Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities","display_name":"Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1997456082","doi":"https://doi.org/10.1109/ijcnn.2014.6889482","mag":"1997456082"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2014.6889482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036611143","display_name":"Davide Anguita","orcid":"https://orcid.org/0000-0001-7523-5291"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Anguita","raw_affiliation_strings":["University of Genoa, Genoa, Italy","Univ. of Genoa, Genoa, , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Univ. of Genoa, Genoa, , Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078185707","display_name":"Alessandro Ghio","orcid":"https://orcid.org/0000-0002-2370-0179"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Ghio","raw_affiliation_strings":["University of Genoa, Genoa, Italy","Univ. of Genoa, Genoa, , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Univ. of Genoa, Genoa, , Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["University of Genoa, Genoa, Italy","Univ. of Genoa, Genoa, , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Univ. of Genoa, Genoa, , Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072692847","display_name":"Sandro Ridella","orcid":"https://orcid.org/0000-0003-0612-8219"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Ridella","raw_affiliation_strings":["University of Genoa, Genoa, Italy","Univ. of Genoa, Genoa, , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Univ. of Genoa, Genoa, , Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7416,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74840934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"3916","last_page":"3921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/computer-science","display_name":"Computer science","score":0.8322514295578003},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6401065587997437},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5214561820030212},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43931108713150024},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.38228872418403625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3524969220161438},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32248619198799133},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22784796357154846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8322514295578003},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6401065587997437},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5214561820030212},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43931108713150024},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.38228872418403625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3524969220161438},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32248619198799133},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22784796357154846}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2014.6889482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/962574","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/962574","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unige.it:11567/810109","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/810109","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.49000000953674316,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W205974262","https://openalex.org/W293916754","https://openalex.org/W1976168687","https://openalex.org/W2030811966","https://openalex.org/W2056591916","https://openalex.org/W2063368770","https://openalex.org/W2063610652","https://openalex.org/W2084147663","https://openalex.org/W2100605071","https://openalex.org/W2103336901","https://openalex.org/W2105015905","https://openalex.org/W2106491486","https://openalex.org/W2111858078","https://openalex.org/W2113651538","https://openalex.org/W2128172975","https://openalex.org/W2130526756","https://openalex.org/W2133078477","https://openalex.org/W2148603752","https://openalex.org/W2151999543","https://openalex.org/W2162152253","https://openalex.org/W2169171268","https://openalex.org/W3100743579","https://openalex.org/W3120740533","https://openalex.org/W6610471430","https://openalex.org/W6675683487","https://openalex.org/W7010488498"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2115913271","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W2043253324","https://openalex.org/W2018648706","https://openalex.org/W2114232034","https://openalex.org/W2478692956"],"abstract_inverted_index":{"Smartphones":[0],"emerge":[1],"from":[2,57],"the":[3,19,30],"incorporation":[4],"of":[5,24,63],"new":[6],"services":[7],"and":[8,71,90],"features":[9],"into":[10],"mobile":[11],"phones,":[12],"allowing":[13],"to":[14,35,40,80],"implement":[15],"advanced":[16],"functionalities":[17],"for":[18],"final":[20],"users.":[21],"The":[22,94],"implementation":[23],"Machine":[25],"Learning":[26],"(ML)":[27],"algorithms":[28],"on":[29,99,107],"smartphone":[31],"itself,":[32],"without":[33,44],"resorting":[34],"remote":[36],"computing":[37],"systems,":[38],"allow":[39],"achieve":[41],"such":[42,66],"goals":[43],"expensive":[45],"data":[46],"transmission.":[47],"However,":[48],"smartphones":[49],"are":[50,61],"resource-limited":[51],"devices":[52],"and,":[53],"as":[54,67],"such,":[55],"suffer":[56],"many":[58],"issues,":[59],"which":[60],"typical":[62],"stand-alone":[64],"devices,":[65],"limited":[68],"battery":[69],"capacity":[70],"processing":[72],"power.":[73],"We":[74],"show":[75],"in":[76],"this":[77],"paper":[78],"how":[79],"build":[81],"a":[82,100,108],"thrifty":[83],"classifier":[84,96],"by":[85],"exploiting":[86],"bit-based":[87],"hypothesis":[88],"spaces":[89],"local":[91],"Rademacher":[92],"Complexities.":[93],"resulting":[95],"is":[97],"tested":[98],"real-world":[101],"Human":[102],"Activity":[103],"Recognition":[104],"application,":[105],"implemented":[106],"Samsung":[109],"Galaxy":[110],"S":[111],"II":[112],"smartphone.":[113]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}