{"id":"https://openalex.org/W4399879465","doi":"https://doi.org/10.1007/978-3-031-62495-7_5","title":"Automation of\u00a0the\u00a0Error-Prone Pam-4 Sequence Discovery for\u00a0the\u00a0Purpose of\u00a0High-Speed Serial Receiver Testing Using Reinforcement Learning Methods","display_name":"Automation of\u00a0the\u00a0Error-Prone Pam-4 Sequence Discovery for\u00a0the\u00a0Purpose of\u00a0High-Speed Serial Receiver Testing Using Reinforcement Learning Methods","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399879465","doi":"https://doi.org/10.1007/978-3-031-62495-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-62495-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_5","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048458591","display_name":"Manav Madan","orcid":"https://orcid.org/0000-0002-7746-874X"},"institutions":[{"id":"https://openalex.org/I882953328","display_name":"Furtwangen University","ror":"https://ror.org/02m11x738","country_code":"DE","type":"education","lineage":["https://openalex.org/I882953328"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manav Madan","raw_affiliation_strings":["Institute for Data Science, Cloud Computing, and IT Security, Furtwangen University, Furtwangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7746-874X","affiliations":[{"raw_affiliation_string":"Institute for Data Science, Cloud Computing, and IT Security, Furtwangen University, Furtwangen, Germany","institution_ids":["https://openalex.org/I882953328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088114580","display_name":"Christoph Reich","orcid":"https://orcid.org/0000-0001-9831-2181"},"institutions":[{"id":"https://openalex.org/I882953328","display_name":"Furtwangen University","ror":"https://ror.org/02m11x738","country_code":"DE","type":"education","lineage":["https://openalex.org/I882953328"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Reich","raw_affiliation_strings":["Institute for Data Science, Cloud Computing, and IT Security, Furtwangen University, Furtwangen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9831-2181","affiliations":[{"raw_affiliation_string":"Institute for Data Science, Cloud Computing, and IT Security, Furtwangen University, Furtwangen, Germany","institution_ids":["https://openalex.org/I882953328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083658152","display_name":"Anton M. Unakafov","orcid":"https://orcid.org/0000-0001-6782-5099"},"institutions":[{"id":"https://openalex.org/I4210095996","display_name":"IBM (Germany)","ror":"https://ror.org/00pm7rm97","country_code":"DE","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210095996"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anton Unakafov","raw_affiliation_strings":["BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany","institution_ids":["https://openalex.org/I4210095996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059840084","display_name":"Valentina Unakafova","orcid":"https://orcid.org/0000-0002-8545-3054"},"institutions":[{"id":"https://openalex.org/I4210095996","display_name":"IBM (Germany)","ror":"https://ror.org/00pm7rm97","country_code":"DE","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210095996"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valentina Unakafova","raw_affiliation_strings":["BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany","institution_ids":["https://openalex.org/I4210095996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035961393","display_name":"Alexander Schmitt","orcid":"https://orcid.org/0000-0003-0937-1513"},"institutions":[{"id":"https://openalex.org/I4210095996","display_name":"IBM (Germany)","ror":"https://ror.org/00pm7rm97","country_code":"DE","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210095996"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Schmitt","raw_affiliation_strings":["BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BitifEye Digital Test Solutions GmbH, Herrenberger Str. 130, 71034, B\u00f6blingen, Germany","institution_ids":["https://openalex.org/I4210095996"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048458591"],"corresponding_institution_ids":["https://openalex.org/I882953328"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23548387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9904999732971191,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/automation","display_name":"Automation","score":0.7621921300888062},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.724465012550354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6593734622001648},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.548545241355896},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4924567639827728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44370776414871216},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18829643726348877},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06887403130531311},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.05050656199455261}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7621921300888062},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.724465012550354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593734622001648},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.548545241355896},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4924567639827728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44370776414871216},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18829643726348877},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06887403130531311},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.05050656199455261},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-62495-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_5","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:opus4.hsfu:10720","is_oa":false,"landing_page_url":"https://opus.hs-furtwangen.de/frontdoor/index/index/docId/10720","pdf_url":null,"source":{"id":"https://openalex.org/S4377196512","display_name":"Repository of Futwangen University of Applied Sciences (Furtwangen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I882953328","host_organization_name":"Furtwangen University","host_organization_lineage":["https://openalex.org/I882953328"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W157785412","https://openalex.org/W2046376809","https://openalex.org/W2568852562","https://openalex.org/W2612387305","https://openalex.org/W2766258251","https://openalex.org/W2981943555","https://openalex.org/W2981996461","https://openalex.org/W3049003981","https://openalex.org/W3100789280","https://openalex.org/W3211225608","https://openalex.org/W4214717370","https://openalex.org/W4226092483","https://openalex.org/W4297822245","https://openalex.org/W4307053591","https://openalex.org/W4375929180","https://openalex.org/W4384519124","https://openalex.org/W4387415053","https://openalex.org/W6600390301","https://openalex.org/W6832648441"],"related_works":["https://openalex.org/W2920061524","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W1987513656"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
