{"id":"https://openalex.org/W4385585316","doi":"https://doi.org/10.1145/3587135.3592769","title":"Machine Learning Application Benchmark","display_name":"Machine Learning Application Benchmark","publication_year":2023,"publication_date":"2023-05-09","ids":{"openalex":"https://openalex.org/W4385585316","doi":"https://doi.org/10.1145/3587135.3592769"},"language":"en","primary_location":{"id":"doi:10.1145/3587135.3592769","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3587135.3592769","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592769","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","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/10.1145/3587135.3592769","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101408468","display_name":"Andreas Koch","orcid":"https://orcid.org/0000-0002-1044-3142"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I4210136903","display_name":"Airbus (Germany)","ror":"https://ror.org/04a3akw68","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210121748","https://openalex.org/I4210136903"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andreas Koch","raw_affiliation_strings":["Airbus Defence & Space GmbH, Munich, Germany and Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Airbus Defence & Space GmbH, Munich, Germany and Technical University of Munich","institution_ids":["https://openalex.org/I4210136903","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034932792","display_name":"Michael Petry","orcid":"https://orcid.org/0000-0002-8041-6246"},"institutions":[{"id":"https://openalex.org/I4210136903","display_name":"Airbus (Germany)","ror":"https://ror.org/04a3akw68","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210121748","https://openalex.org/I4210136903"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Petry","raw_affiliation_strings":["Airbus Defence & Space GmbH, Munich, Germany and Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Airbus Defence & Space GmbH, Munich, Germany and Technical University of Munich","institution_ids":["https://openalex.org/I4210136903","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065689972","display_name":"Max Ghiglione","orcid":"https://orcid.org/0000-0001-6208-0745"},"institutions":[{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Max Ghiglione","raw_affiliation_strings":["European Space Agency, Noordwijk, The Netherlands"],"affiliations":[{"raw_affiliation_string":"European Space Agency, Noordwijk, The Netherlands","institution_ids":["https://openalex.org/I44377176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005482380","display_name":"Amir Raoofy","orcid":"https://orcid.org/0000-0001-9664-8298"},"institutions":[{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Amir Raoofy","raw_affiliation_strings":["Technical University of Munich, Munich, Germany and Leibniz Supercomputing Centre"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany and Leibniz Supercomputing Centre","institution_ids":["https://openalex.org/I4210163716","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073363107","display_name":"Gabriel Dax","orcid":"https://orcid.org/0000-0002-1511-5770"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gabriel Dax","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009045604","display_name":"Gianluca Furano","orcid":"https://orcid.org/0000-0001-7624-1415"},"institutions":[{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gianluca Furano","raw_affiliation_strings":["European Space Agency, Noordwijk, The Netherlands"],"affiliations":[{"raw_affiliation_string":"European Space Agency, Noordwijk, The Netherlands","institution_ids":["https://openalex.org/I44377176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062987908","display_name":"Martin Werner","orcid":"https://orcid.org/0000-0002-6951-8022"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Werner","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068174103","display_name":"Carsten Trinitis","orcid":"https://orcid.org/0000-0002-6750-3652"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Trinitis","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103226329","display_name":"Martin Langer","orcid":"https://orcid.org/0000-0003-1730-2964"},"institutions":[{"id":"https://openalex.org/I4210111203","display_name":"Oracle (Germany)","ror":"https://ror.org/021rhh009","country_code":"DE","type":"company","lineage":["https://openalex.org/I1342911587","https://openalex.org/I4210111203"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Langer","raw_affiliation_strings":["Orbital Oracle Technologies, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Orbital Oracle Technologies, Munich, Germany","institution_ids":["https://openalex.org/I4210111203"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101408468"],"corresponding_institution_ids":["https://openalex.org/I4210136903","https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.3497,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6475526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"229","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9767000079154968,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.9397233128547668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7112100124359131},{"id":"https://openalex.org/keywords/spacecraft","display_name":"Spacecraft","score":0.5869129300117493},{"id":"https://openalex.org/keywords/space-exploration","display_name":"Space exploration","score":0.49903225898742676},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4566373825073242},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45146065950393677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3967283070087433},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3581239581108093},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16366371512413025},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1282961666584015}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.9397233128547668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7112100124359131},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.5869129300117493},{"id":"https://openalex.org/C104060986","wikidata":"https://www.wikidata.org/wiki/Q180046","display_name":"Space exploration","level":2,"score":0.49903225898742676},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4566373825073242},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45146065950393677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3967283070087433},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3581239581108093},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16366371512413025},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1282961666584015},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3587135.3592769","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3587135.3592769","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592769","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3587135.3592769","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3587135.3592769","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592769","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G8291367818","display_name":null,"funder_award_id":"4000134832/21/NL/AS","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"}],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385585316.pdf","grobid_xml":"https://content.openalex.org/works/W4385585316.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2511730936","https://openalex.org/W2603776936","https://openalex.org/W2773170971","https://openalex.org/W2786827964","https://openalex.org/W2949650786","https://openalex.org/W3106543020","https://openalex.org/W3194700752","https://openalex.org/W4229005385","https://openalex.org/W4229031683","https://openalex.org/W4297775537"],"related_works":["https://openalex.org/W1506324300","https://openalex.org/W2058032083","https://openalex.org/W2027331684","https://openalex.org/W1996140103","https://openalex.org/W1559726035","https://openalex.org/W2054815747","https://openalex.org/W2039188222","https://openalex.org/W2028475021","https://openalex.org/W828440927","https://openalex.org/W2019401659"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,19,28,41,66,72,75,88,96,104],"MLAB":[4],"project,":[5],"a":[6,32,44,85],"research":[7],"and":[8,24,55,78],"development":[9],"activity":[10,97],"funded":[11],"by":[12],"ESA":[13],"General":[14],"Support":[15],"Technology":[16],"Programme":[17],"under":[18],"lead":[20],"of":[21,30,57,74,87],"Airbus":[22],"Defence":[23],"Space":[25],"GmbH,":[26],"with":[27],"goal":[29],"developing":[31],"machine":[33,48],"learning":[34,49],"application":[35],"benchmark":[36,45,67],"for":[37,43,80,100],"space":[38],"applications.":[39,102],"First,":[40],"need":[42],"dedicated":[46],"to":[47],"applications":[50,58],"in":[51],"spacecraft":[52,101],"is":[53,69,107],"explained,":[54],"examples":[56],"are":[59],"described":[60],"including":[61,71],"their":[62],"design":[63,68],"challenges.":[64],"Then":[65],"presented,":[70],"rules":[73],"metrics,":[76],"guidelines":[77],"scenarios":[79,83],"references.":[81],"These":[82],"include":[84],"description":[86],"reference":[89],"workloads":[90],"that":[91],"have":[92],"been":[93],"selected":[94],"during":[95],"as":[98],"representative":[99],"Lastly,":[103],"submission":[105],"concept":[106],"introduced.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}