{"id":"https://openalex.org/W2947851880","doi":"https://doi.org/10.1007/978-3-030-20652-9_9","title":"Automated Backend Selection for ProB Using Deep Learning","display_name":"Automated Backend Selection for ProB Using Deep Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947851880","doi":"https://doi.org/10.1007/978-3-030-20652-9_9","mag":"2947851880"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20652-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20652-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5082053396","display_name":"Jannik Dunkelau","orcid":"https://orcid.org/0000-0003-0819-5554"},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jannik Dunkelau","raw_affiliation_strings":["Heinrich-Heine-University, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0819-5554","affiliations":[{"raw_affiliation_string":"Heinrich-Heine-University, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090816771","display_name":"Sebastian Krings","orcid":"https://orcid.org/0000-0001-6712-9798"},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Krings","raw_affiliation_strings":["Heinrich-Heine-University, D\u00fcsseldorf, Germany","Niederrhein University of Applied Sciences, M\u00f6nchengladbach, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6712-9798","affiliations":[{"raw_affiliation_string":"Heinrich-Heine-University, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]},{"raw_affiliation_string":"Niederrhein University of Applied Sciences, M\u00f6nchengladbach, Germany","institution_ids":["https://openalex.org/I4210113269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007043815","display_name":"Joshua Schmidt","orcid":"https://orcid.org/0000-0001-8842-2993"},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joshua Schmidt","raw_affiliation_strings":["Heinrich-Heine-University, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8842-2993","affiliations":[{"raw_affiliation_string":"Heinrich-Heine-University, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I44260953"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082053396"],"corresponding_institution_ids":["https://openalex.org/I44260953"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9174,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71457568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/computer-science","display_name":"Computer science","score":0.8918027877807617},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6502870321273804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6268797516822815},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.535331130027771},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5112614631652832},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.436368465423584},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.4127911329269409},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4123767018318176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4100506007671356},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3230304718017578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8918027877807617},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6502870321273804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6268797516822815},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.535331130027771},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5112614631652832},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.436368465423584},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.4127911329269409},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4123767018318176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4100506007671356},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3230304718017578},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20652-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20652-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W85911328","https://openalex.org/W172260869","https://openalex.org/W177306140","https://openalex.org/W302505701","https://openalex.org/W1173171639","https://openalex.org/W1480909796","https://openalex.org/W1492803714","https://openalex.org/W1498436455","https://openalex.org/W1503705371","https://openalex.org/W1508127281","https://openalex.org/W1511826042","https://openalex.org/W1513874326","https://openalex.org/W1519503479","https://openalex.org/W1544621933","https://openalex.org/W1559870885","https://openalex.org/W1584308190","https://openalex.org/W1708393443","https://openalex.org/W1780472831","https://openalex.org/W1820726602","https://openalex.org/W2008353316","https://openalex.org/W2012741612","https://openalex.org/W2015861736","https://openalex.org/W2031111226","https://openalex.org/W2040870580","https://openalex.org/W2064028777","https://openalex.org/W2076964487","https://openalex.org/W2084894656","https://openalex.org/W2104518905","https://openalex.org/W2117934173","https://openalex.org/W2149706766","https://openalex.org/W2151554678","https://openalex.org/W2325338218","https://openalex.org/W2469401779","https://openalex.org/W2477643358","https://openalex.org/W2486519520","https://openalex.org/W2489283552","https://openalex.org/W2553054816","https://openalex.org/W2581383860","https://openalex.org/W2799529173","https://openalex.org/W2911964244","https://openalex.org/W3085162807","https://openalex.org/W3146685276","https://openalex.org/W4233045210","https://openalex.org/W4254354208","https://openalex.org/W6630094177","https://openalex.org/W6815192959"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W1538854713","https://openalex.org/W2611989081","https://openalex.org/W1484021165","https://openalex.org/W4235160909","https://openalex.org/W3021865842","https://openalex.org/W2030935018","https://openalex.org/W2041209185","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}