{"id":"https://openalex.org/W3042189462","doi":"https://doi.org/10.1109/meco49872.2020.9134310","title":"Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks","display_name":"Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3042189462","doi":"https://doi.org/10.1109/meco49872.2020.9134310","mag":"3042189462"},"language":"en","primary_location":{"id":"doi:10.1109/meco49872.2020.9134310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco49872.2020.9134310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 9th Mediterranean Conference on Embedded Computing (MECO)","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/A5000635678","display_name":"R\u00fcdiger Machhamer","orcid":"https://orcid.org/0000-0002-0194-6194"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rudiger Machhamer","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001446818","display_name":"Marcel Garling","orcid":null},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcel Garling","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034288080","display_name":"Levin Czenkusch","orcid":null},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Levin Czenkusch","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090335363","display_name":"Kristof Ueding","orcid":null},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristof Ueding","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073851151","display_name":"Achim Guldner","orcid":"https://orcid.org/0000-0002-7532-4523"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Guldner","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030066648","display_name":"Jens Schneider","orcid":"https://orcid.org/0000-0002-0546-2816"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Schneider","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046025078","display_name":"Azhar Latif","orcid":null},"institutions":[{"id":"https://openalex.org/I3025081897","display_name":"G\u00f6teborgs Stads","ror":"https://ror.org/03nd75281","country_code":"SE","type":"other","lineage":["https://openalex.org/I3025081897"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Azhar Latif","raw_affiliation_strings":["Dimvadersgatan 48, G\u00f6teborg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dimvadersgatan 48, G\u00f6teborg, Sweden","institution_ids":["https://openalex.org/I3025081897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072895220","display_name":"Anke Schmeink","orcid":"https://orcid.org/0000-0002-9929-2925"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anke Schmeink","raw_affiliation_strings":["ISEK Research and Teaching Area, RWTH Aachen University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISEK Research and Teaching Area, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103269860","display_name":"Stefan Naumann","orcid":"https://orcid.org/0009-0000-6542-2229"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Naumann","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027221102","display_name":"Klaus-Uwe Gollmer","orcid":"https://orcid.org/0000-0002-1330-499X"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus-Uwe Gollmer","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091189894","display_name":"Guido Dartmann","orcid":"https://orcid.org/0000-0002-6786-6664"},"institutions":[{"id":"https://openalex.org/I137932638","display_name":"Trier University of Applied Sciences","ror":"https://ror.org/02e3hdx05","country_code":"DE","type":"education","lineage":["https://openalex.org/I137932638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Guido Dartmann","raw_affiliation_strings":["Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Systems (ISS), Trier University of Applied Sciences - Environmental Campus Birkenfeld, Birkenfeld, Rhineland Palatinate Germany","institution_ids":["https://openalex.org/I137932638"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10246329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9915000200271606,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7971644997596741},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7375380992889404},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7298359870910645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.608791708946228},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5759860873222351},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46971458196640015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4301795959472656},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4269167184829712},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3575403690338135},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24795955419540405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971644997596741},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7375380992889404},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7298359870910645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.608791708946228},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5759860873222351},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46971458196640015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4301795959472656},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4269167184829712},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3575403690338135},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24795955419540405},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/meco49872.2020.9134310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco49872.2020.9134310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 9th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.rwth-aachen.de:815232","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/815232","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 9th Mediterranean Conference on Embedded Computing (MECO) : June 8th-11th, 2020, Budva, Montenegro : proceedings / MECO chairs and editors: Radovan Stojanovi\u0107, chair (University of Montenegro, Montenegro), Lech J\u00f3\u017awiak, chair (Eindhoven University of Technology, the Netherlands), Veljko Milutinovic, research chair (fellow of the IEEE and member of Academia Europaea), Budimir Lutovac, publication chair (University of Montenegro, Montenegro), Dra\u017een Juri\u0161i\u0107, publication chair (University of Zagreb, Croatia)<br/>9. Mediterranean Conference on Embedded Computing, MECO 2020, online, 2020-06-08 - 2020-06-11","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1531768398","https://openalex.org/W2015738394","https://openalex.org/W2122111042","https://openalex.org/W2165698076","https://openalex.org/W2596636257","https://openalex.org/W2800686263","https://openalex.org/W2898800777","https://openalex.org/W2902119340","https://openalex.org/W2963416743","https://openalex.org/W2998696623"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W4286507868","https://openalex.org/W4309971077","https://openalex.org/W3135486588","https://openalex.org/W4394857164","https://openalex.org/W4312996489"],"abstract_inverted_index":{"Smart":[0],"adaptive":[1],"systems":[2],"are":[3,18,22],"evolving":[4],"rapidly.":[5],"In":[6],"addition":[7],"to":[8,68,130],"high-performance":[9],"artificial":[10,101],"intelligence":[11,84],"from":[12],"the":[13,37,49,137,143,148,159],"cloud,":[14],"smart":[15],"edge":[16,108,153],"devices":[17,157],"increasingly":[19],"developing.":[20],"They":[21],"capable":[23],"of":[24,39,72,95,128],"handling":[25],"constantly":[26],"more":[27],"complex":[28],"classification":[29,126],"or":[30,46],"even":[31],"learning":[32,112,119],"tasks":[33],"independently.":[34],"After":[35],"answering":[36],"question":[38],"how":[40,56],"this":[41,57,70,89],"knowledge":[42,58,73,149],"can":[43,59],"be":[44,54,60],"learned":[45],"used":[47],"at":[48,120],"edge,":[50],"it":[51],"must":[52],"also":[53],"determined":[55],"exchanged":[61],"with":[62,110],"a":[63,82,106,115],"cloud.":[64],"We":[65],"would":[66],"like":[67],"investigate":[69],"exchange":[71,150],"between":[74,151],"several":[75],"Edge":[76],"Runtime":[77],"Learning":[78],"Artificial":[79],"Noses":[80],"and":[81,117,141,154,158],"cloud":[83,155],"in":[85],"further":[86],"experiments.":[87],"For":[88],"purpose,":[90],"we":[91,104],"describe":[92],"an":[93,100],"improvement":[94],"our":[96],"former":[97],"approaches":[98],"for":[99,145],"nose.":[102],"Especially,":[103],"implemented":[105],"resource-efficient":[107],"nose":[109,124],"lazy":[111],"algorithms":[113],"on":[114],"microcontroller":[116],"enabled":[118],"runtime.":[121],"This":[122],"new":[123],"achieves":[125],"rates":[127],"up":[129],"92":[131],"%,":[132],"almost":[133],"as":[134,136],"good":[135],"resource-intensive":[138],"previous":[139],"version,":[140],"forms":[142],"basis":[144],"research":[146],"into":[147],"different":[152],"AI":[156],"processes":[160],"involved.":[161]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}