{"id":"https://openalex.org/W2941893175","doi":"https://doi.org/10.1007/978-3-030-23250-4_7","title":"Comparing Machine Learning Models to Choose the Variable Ordering for Cylindrical Algebraic Decomposition","display_name":"Comparing Machine Learning Models to Choose the Variable Ordering for Cylindrical Algebraic Decomposition","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2941893175","doi":"https://doi.org/10.1007/978-3-030-23250-4_7","mag":"2941893175"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23250-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23250-4_7","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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pureportal.coventry.ac.uk/en/publications/b662d960-3dd9-4114-afd7-b9565b8ac743","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052550722","display_name":"Matthew England","orcid":"https://orcid.org/0000-0001-5729-3420"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Matthew England","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036367852","display_name":"Dorian Florescu","orcid":"https://orcid.org/0000-0002-1169-674X"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dorian Florescu","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052550722"],"corresponding_institution_ids":["https://openalex.org/I73417466"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.8903,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11435","display_name":"Polynomial and algebraic computation","score":0.9965000152587891,"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/T11435","display_name":"Polynomial and algebraic computation","score":0.9965000152587891,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9291999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7847371101379395},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6562440395355225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.58656907081604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5618072152137756},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49265342950820923},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4604976177215576},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4498065710067749},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4233150780200958},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.4135860800743103},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40850648283958435},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17831134796142578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7847371101379395},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6562440395355225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.58656907081604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5618072152137756},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49265342950820923},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4604976177215576},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4498065710067749},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4233150780200958},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.4135860800743103},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40850648283958435},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17831134796142578},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-23250-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23250-4_7","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"},{"id":"pmh:oai:pure.atira.dk:openaire/b662d960-3dd9-4114-afd7-b9565b8ac743","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/b662d960-3dd9-4114-afd7-b9565b8ac743","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"England, M & Florescu, D 2019, Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition. in C Kaliszyk, E Brady, A Kohlhase & C Sacerdoti Coen (eds), Intelligent Computer Mathematics - 12th International Conference, CICM 2019, Proceedings. vol. 11617, Lecture Notes in Artificial Intelligence, vol. 11617, Springer, pp. 93-108, 12th Conference on Intelligent Computer Mathematics, Prague, Czech Republic, 8/07/19. https://doi.org/10.1007/978-3-030-23250-4_7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:1904.11061","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.11061","pdf_url":"https://arxiv.org/pdf/1904.11061","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:pure.atira.dk:publications/b662d960-3dd9-4114-afd7-b9565b8ac743","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/comparing-machine-learning-models-to-choose-the-variable-ordering-for-cylindrical-algebraic-decomposition(b662d960-3dd9-4114-afd7-b9565b8ac743).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"doi:10.5281/zenodo.2658625","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.2658625","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.2658626","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.2658626","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/b662d960-3dd9-4114-afd7-b9565b8ac743","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/b662d960-3dd9-4114-afd7-b9565b8ac743","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"England, M & Florescu, D 2019, Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition. in C Kaliszyk, E Brady, A Kohlhase & C Sacerdoti Coen (eds), Intelligent Computer Mathematics - 12th International Conference, CICM 2019, Proceedings. vol. 11617, Lecture Notes in Artificial Intelligence, vol. 11617, Springer, pp. 93-108, 12th Conference on Intelligent Computer Mathematics, Prague, Czech Republic, 8/07/19. https://doi.org/10.1007/978-3-030-23250-4_7","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5633611288","display_name":null,"funder_award_id":"EP/R019622/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W8060374","https://openalex.org/W62264973","https://openalex.org/W126540604","https://openalex.org/W979541187","https://openalex.org/W1481397690","https://openalex.org/W1482222746","https://openalex.org/W1485955744","https://openalex.org/W1488226435","https://openalex.org/W1493060511","https://openalex.org/W1553142094","https://openalex.org/W1560494575","https://openalex.org/W1565449944","https://openalex.org/W1565786776","https://openalex.org/W1570787829","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1788620677","https://openalex.org/W1797874232","https://openalex.org/W1916563250","https://openalex.org/W1983787096","https://openalex.org/W1984067593","https://openalex.org/W1986264093","https://openalex.org/W2007074311","https://openalex.org/W2010429995","https://openalex.org/W2016056788","https://openalex.org/W2020386454","https://openalex.org/W2021431116","https://openalex.org/W2026612342","https://openalex.org/W2026774968","https://openalex.org/W2030754929","https://openalex.org/W2031948211","https://openalex.org/W2051595244","https://openalex.org/W2052865204","https://openalex.org/W2057592112","https://openalex.org/W2065776042","https://openalex.org/W2067705970","https://openalex.org/W2075348750","https://openalex.org/W2078979576","https://openalex.org/W2093850840","https://openalex.org/W2101234009","https://openalex.org/W2113881937","https://openalex.org/W2126528701","https://openalex.org/W2147148915","https://openalex.org/W2194192157","https://openalex.org/W2403668100","https://openalex.org/W2428112462","https://openalex.org/W2467888180","https://openalex.org/W2470587716","https://openalex.org/W2482086987","https://openalex.org/W2482690948","https://openalex.org/W2510395247","https://openalex.org/W2611332476","https://openalex.org/W2724130349","https://openalex.org/W2745105271","https://openalex.org/W2799015977","https://openalex.org/W2799418158","https://openalex.org/W2810701556","https://openalex.org/W2810716043","https://openalex.org/W2962905782","https://openalex.org/W3098210831","https://openalex.org/W3098379678","https://openalex.org/W3098430291","https://openalex.org/W3098714707","https://openalex.org/W3099931346","https://openalex.org/W3100617857","https://openalex.org/W3100702068","https://openalex.org/W3101527056","https://openalex.org/W3103381322","https://openalex.org/W3105428479","https://openalex.org/W3168122661","https://openalex.org/W3217399827","https://openalex.org/W4229917934","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W4352977312","https://openalex.org/W4312926500","https://openalex.org/W2041180560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2019-05-03T00:00:00"}