{"id":"https://openalex.org/W4407385449","doi":"https://doi.org/10.1145/3717582.3717590","title":"Towards Learning the Positive Real Discriminant of the Wnt Signaling Pathway Shuttle Model","display_name":"Towards Learning the Positive Real Discriminant of the Wnt Signaling Pathway Shuttle Model","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4407385449","doi":"https://doi.org/10.1145/3717582.3717590"},"language":"en","primary_location":{"id":"doi:10.1145/3717582.3717590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3717582.3717590","pdf_url":null,"source":{"id":"https://openalex.org/S176185422","display_name":"ACM communications in computer algebra","issn_l":"1932-2232","issn":["1932-2232","1932-2240"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320725","host_organization_name":"SIGSAM","host_organization_lineage":["https://openalex.org/P4310320725"],"host_organization_lineage_names":["SIGSAM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Communications in Computer Algebra","raw_type":"journal-article"},"type":"article","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/A5116235592","display_name":"Aviva K. Englander","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aviva K. Englander","raw_affiliation_strings":["Department of Mathematics, University of Wisconsin --- Madison, Madison, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Wisconsin --- Madison, Madison, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039894662","display_name":"Jose Israel Rodriguez","orcid":"https://orcid.org/0000-0003-3140-9944"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose Israel Rodriguez","raw_affiliation_strings":["Department of Mathematics, Department of Electrical and Computer Engineering, University of Wisconsin --- Madison, Madison, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Department of Electrical and Computer Engineering, University of Wisconsin --- Madison, Madison, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5116235592"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22483264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"58","issue":"3","first_page":"85","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9659000039100647,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wnt-signaling-pathway","display_name":"Wnt signaling pathway","score":0.7362493276596069},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6024543046951294},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5803622603416443},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.39259105920791626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36534035205841064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3366466164588928},{"id":"https://openalex.org/keywords/signal-transduction","display_name":"Signal transduction","score":0.3251814544200897},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.3107162415981293},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.28076040744781494}],"concepts":[{"id":"https://openalex.org/C137620995","wikidata":"https://www.wikidata.org/wiki/Q155769","display_name":"Wnt signaling pathway","level":3,"score":0.7362493276596069},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6024543046951294},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5803622603416443},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.39259105920791626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36534035205841064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3366466164588928},{"id":"https://openalex.org/C62478195","wikidata":"https://www.wikidata.org/wiki/Q828130","display_name":"Signal transduction","level":2,"score":0.3251814544200897},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.3107162415981293},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.28076040744781494}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3717582.3717590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3717582.3717590","pdf_url":null,"source":{"id":"https://openalex.org/S176185422","display_name":"ACM communications in computer algebra","issn_l":"1932-2232","issn":["1932-2232","1932-2240"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320725","host_organization_name":"SIGSAM","host_organization_lineage":["https://openalex.org/P4310320725"],"host_organization_lineage_names":["SIGSAM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Communications in Computer Algebra","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1545394588","https://openalex.org/W1836452880","https://openalex.org/W3011785855","https://openalex.org/W3037717441"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W2104382484","https://openalex.org/W3008559849"],"abstract_inverted_index":{"We":[0],"use":[1],"machine":[2],"learning":[3],"to":[4,31],"approximate":[5],"the":[6,12,16],"space":[7],"of":[8],"steady":[9],"states":[10],"in":[11],"shuttle":[13],"model":[14],"for":[15],"Wnt":[17],"Signaling":[18],"Pathway.":[19],"In":[20],"this":[21],"ongoing":[22],"work,":[23],"we":[24],"combine":[25],"these":[26],"methods":[27],"with":[28],"computational":[29],"algebra":[30],"investigate":[32],"a":[33],"question":[34],"by":[35],"Gross,":[36],"Harrington,":[37],"Rosen,":[38],"and":[39],"Sturmfels.":[40]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
