{"id":"https://openalex.org/W4318464961","doi":"https://doi.org/10.1007/978-3-031-23618-1_38","title":"Framework to\u00a0Evaluate Deep Learning Algorithms for\u00a0Edge Inference and\u00a0Training","display_name":"Framework to\u00a0Evaluate Deep Learning Algorithms for\u00a0Edge Inference and\u00a0Training","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318464961","doi":"https://doi.org/10.1007/978-3-031-23618-1_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23618-1_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_38","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/ba63e518-fb80-43bf-9d1e-75de6d8768eb","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090372245","display_name":"Tiberius-George Sorescu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Tiberius-George Sorescu","raw_affiliation_strings":["Electronics, Telecommunications and Information Technology Faculty, Gheorghe Asachi Technical University, 700050, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics, Telecommunications and Information Technology Faculty, Gheorghe Asachi Technical University, 700050, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043644807","display_name":"Chandrakanth R. Kancharla","orcid":"https://orcid.org/0000-0002-1498-4296"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Chandrakanth R. Kancharla","raw_affiliation_strings":["Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1498-4296","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030535974","display_name":"Jeroen Boydens","orcid":"https://orcid.org/0000-0002-7902-8537"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Boydens","raw_affiliation_strings":["Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-7902-8537","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034953831","display_name":"Hans Hallez","orcid":"https://orcid.org/0000-0003-2623-9055"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Hans Hallez","raw_affiliation_strings":["Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2623-9055","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018506461","display_name":"Mathias Verbeke","orcid":"https://orcid.org/0000-0001-8297-6071"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mathias Verbeke","raw_affiliation_strings":["Core Lab DTAI-FET, Flanders Make, Lommel, Belgium","Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8297-6071","affiliations":[{"raw_affiliation_string":"Core Lab DTAI-FET, Flanders Make, Lommel, Belgium","institution_ids":["https://openalex.org/I4210116480"]},{"raw_affiliation_string":"Department of Computer Science, Research Unit M-Group, KU Leuven Bruges Campus, 8200, Bruges, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Leuven.AI - KU Leuven Institute for AI, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018506461"],"corresponding_institution_ids":["https://openalex.org/I4210116480","https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03395418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"569","last_page":"581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/deep-learning","display_name":"Deep learning","score":0.759731113910675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.755186915397644},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.750420093536377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7048035860061646},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.653630793094635},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6202415823936462},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6199600696563721},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5988587141036987},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5893868207931519},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5513328909873962},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5408111214637756},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5310384035110474},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4646681249141693},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.459447979927063},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.42134183645248413},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3935086131095886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32839396595954895},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13329964876174927}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.759731113910675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755186915397644},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.750420093536377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7048035860061646},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.653630793094635},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6202415823936462},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6199600696563721},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5988587141036987},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5893868207931519},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5513328909873962},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5408111214637756},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5310384035110474},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4646681249141693},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.459447979927063},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.42134183645248413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3935086131095886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32839396595954895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13329964876174927},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-23618-1_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_38","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/713101","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/713101","pdf_url":"https://lirias.kuleuven.be/retrieve/ba63e518-fb80-43bf-9d1e-75de6d8768eb","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Grenoble, France, 19-23 September 2022","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/713101","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/713101","pdf_url":"https://lirias.kuleuven.be/retrieve/ba63e518-fb80-43bf-9d1e-75de6d8768eb","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Grenoble, France, 19-23 September 2022","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318464961.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2793062918","https://openalex.org/W2889205290","https://openalex.org/W2912412749","https://openalex.org/W2941842802","https://openalex.org/W2950865323","https://openalex.org/W2967750152","https://openalex.org/W2970610403","https://openalex.org/W2997353220","https://openalex.org/W2998506103","https://openalex.org/W3009370740"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W2893963003"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}
