{"id":"https://openalex.org/W2934127774","doi":"https://doi.org/10.1007/978-3-030-17502-3_19","title":"PeSCo: Predicting Sequential Combinations of Verifiers","display_name":"PeSCo: Predicting Sequential Combinations of Verifiers","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2934127774","doi":"https://doi.org/10.1007/978-3-030-17502-3_19","mag":"2934127774"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-17502-3_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-17502-3_19","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-17502-3_19.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-17502-3_19.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039435534","display_name":"Cedric Richter","orcid":"https://orcid.org/0000-0003-2906-6508"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Cedric Richter","raw_affiliation_strings":["Department of Computer Science, Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046915601","display_name":"Heike Wehrheim","orcid":"https://orcid.org/0000-0002-2385-7512"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heike Wehrheim","raw_affiliation_strings":["Department of Computer Science, Paderborn University, Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039435534"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":9.3894,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99000179,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"229","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9980000257492065,"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/T10260","display_name":"Software Engineering Research","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6968398094177246},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.677791953086853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48121193051338196},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45666980743408203},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4108700752258301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4066985845565796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15303930640220642},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.030233174562454224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968398094177246},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.677791953086853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48121193051338196},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45666980743408203},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4108700752258301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4066985845565796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15303930640220642},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.030233174562454224},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-17502-3_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-17502-3_19","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-17502-3_19.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-17502-3_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-17502-3_19","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-17502-3_19.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2934127774.pdf","grobid_xml":"https://content.openalex.org/works/W2934127774.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W71772184","https://openalex.org/W144278825","https://openalex.org/W831708374","https://openalex.org/W1524622503","https://openalex.org/W1560724230","https://openalex.org/W1617122252","https://openalex.org/W2129538349","https://openalex.org/W2147627044","https://openalex.org/W2153925299","https://openalex.org/W2161253570","https://openalex.org/W2564084474","https://openalex.org/W2740442565","https://openalex.org/W4239308882"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"PeSCo":[0],"is":[1,24,44],"a":[2,6,14],"tool":[3],"for":[4],"predicting":[5],"(likely":[7],"best)":[8],"sequential":[9],"combination":[10],"of":[11,34,42],"verifiers":[12,35,43,60],"on":[13,26,31,36,46],"given":[15],"verification":[16,37],"task":[17],"and":[18],"then":[19],"running":[20],"it.":[21],"The":[22,51],"approach":[23],"based":[25,45],"machine":[27],"learning,":[28],"more":[29],"precisely":[30],"learning":[32,52],"rankings":[33],"tasks":[38],"(where":[39],"the":[40,47],"ordering":[41],"SV-COMP":[48],"scoring":[49],"schema).":[50],"part":[53],"employs":[54],"Support":[55],"Vector":[56],"Machines;":[57],"as":[58],"base":[59],"we":[61],"use":[62],"CPAchecker":[63],"in":[64],"6":[65],"different":[66],"configurations.":[67]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}