{"id":"https://openalex.org/W2963377171","doi":"https://doi.org/10.1007/s41468-018-0013-5","title":"Persistence diagrams with linear machine learning models","display_name":"Persistence diagrams with linear machine learning models","publication_year":2018,"publication_date":"2018-05-05","ids":{"openalex":"https://openalex.org/W2963377171","doi":"https://doi.org/10.1007/s41468-018-0013-5","mag":"2963377171"},"language":"en","primary_location":{"id":"doi:10.1007/s41468-018-0013-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41468-018-0013-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210173698","display_name":"Journal of Applied and Computational Topology","issn_l":"2367-1726","issn":["2367-1726","2367-1734"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied and Computational Topology","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/A5053450580","display_name":"Ippei Obayashi","orcid":"https://orcid.org/0000-0002-7207-7280"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ippei Obayashi","raw_affiliation_strings":["Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, 980-8577, Japan"],"affiliations":[{"raw_affiliation_string":"Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, 980-8577, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056747996","display_name":"Yasuaki Hiraoka","orcid":"https://orcid.org/0000-0002-1023-2687"},"institutions":[{"id":"https://openalex.org/I205401836","display_name":"National Institute for Materials Science","ror":"https://ror.org/026v1ze26","country_code":"JP","type":"facility","lineage":["https://openalex.org/I205401836"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuaki Hiraoka","raw_affiliation_strings":["Center for Advanced Intelligence Project, RIKEN, Wako, Japan","Center for Materials research by Information Integration (CMI2), National Institute for Materials Science (NIMS), Tsukuba, Japan","Kyoto University Institute for Advanced Study, Kyoto University, Yoshida Ushinomiya-cho, Sakyo-ku, Kyoto, 606-8501, Japan"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Intelligence Project, RIKEN, Wako, Japan","institution_ids":["https://openalex.org/I4210126580"]},{"raw_affiliation_string":"Center for Materials research by Information Integration (CMI2), National Institute for Materials Science (NIMS), Tsukuba, Japan","institution_ids":["https://openalex.org/I205401836"]},{"raw_affiliation_string":"Kyoto University Institute for Advanced Study, Kyoto University, Yoshida Ushinomiya-cho, Sakyo-ku, Kyoto, 606-8501, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007011970","display_name":"Masao Kimura","orcid":"https://orcid.org/0000-0001-8645-2224"},"institutions":[{"id":"https://openalex.org/I138728355","display_name":"High Energy Accelerator Research Organization","ror":"https://ror.org/01g5y5k24","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I138728355"]},{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masao Kimura","raw_affiliation_strings":["Department of Materials Structure Science, School of High Energy Accelerator Science, SOKENDAI (The Graduate University for Advanced Studies), Tsukuba, Japan","Photon Factory, Institute of Materials Structure Science, High Energy Accelerator Research Organization, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Materials Structure Science, School of High Energy Accelerator Science, SOKENDAI (The Graduate University for Advanced Studies), Tsukuba, Japan","institution_ids":["https://openalex.org/I200475212"]},{"raw_affiliation_string":"Photon Factory, Institute of Materials Structure Science, High Energy Accelerator Research Organization, Tsukuba, Japan","institution_ids":["https://openalex.org/I138728355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053450580"],"corresponding_institution_ids":["https://openalex.org/I201537933"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":8.1219,"has_fulltext":false,"cited_by_count":115,"citation_normalized_percentile":{"value":0.9803518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"1","issue":"3-4","first_page":"421","last_page":"449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9225999712944031,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/persistence","display_name":"Persistence (discontinuity)","score":0.7974810600280762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671173572540283},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5241183042526245},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5140126943588257},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.5138649940490723},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.47209352254867554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4528648257255554},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4343973398208618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4223722517490387},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3654562532901764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23443061113357544},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07491010427474976},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07037833333015442}],"concepts":[{"id":"https://openalex.org/C2781009140","wikidata":"https://www.wikidata.org/wiki/Q7170389","display_name":"Persistence (discontinuity)","level":2,"score":0.7974810600280762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671173572540283},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5241183042526245},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5140126943588257},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.5138649940490723},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.47209352254867554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4528648257255554},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4343973398208618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4223722517490387},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3654562532901764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23443061113357544},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07491010427474976},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07037833333015442},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41468-018-0013-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41468-018-0013-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210173698","display_name":"Journal of Applied and Computational Topology","issn_l":"2367-1726","issn":["2367-1726","2367-1734"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied and Computational Topology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2765208294","display_name":null,"funder_award_id":"\u201cMaterials research by Information Integration\u201d Initiative (MI2I) project of the Support Program for Starting Up Innovation Hub","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"},{"id":"https://openalex.org/G574637590","display_name":null,"funder_award_id":"Mathematics15656429","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G8664555321","display_name":null,"funder_award_id":"16K17638","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320321034","display_name":"New Energy and Industrial Technology Development Organization","ror":"https://ror.org/0055k7a87"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W801015201","https://openalex.org/W1481632020","https://openalex.org/W1506806321","https://openalex.org/W1517246644","https://openalex.org/W1625255723","https://openalex.org/W1960384938","https://openalex.org/W1991566301","https://openalex.org/W2020246947","https://openalex.org/W2029958010","https://openalex.org/W2037613900","https://openalex.org/W2047158247","https://openalex.org/W2065833332","https://openalex.org/W2091006082","https://openalex.org/W2100117429","https://openalex.org/W2101234009","https://openalex.org/W2107385756","https://openalex.org/W2124386111","https://openalex.org/W2131846894","https://openalex.org/W2135046866","https://openalex.org/W2143983457","https://openalex.org/W2144044408","https://openalex.org/W2149185044","https://openalex.org/W2153986241","https://openalex.org/W2171896402","https://openalex.org/W2213035914","https://openalex.org/W2223193774","https://openalex.org/W2223891713","https://openalex.org/W2227949165","https://openalex.org/W2333586270","https://openalex.org/W2424211690","https://openalex.org/W2478290082","https://openalex.org/W2579673933","https://openalex.org/W2613392566","https://openalex.org/W2783014944","https://openalex.org/W2795733289","https://openalex.org/W2803512450","https://openalex.org/W2913390193","https://openalex.org/W2963806772","https://openalex.org/W2964237352","https://openalex.org/W3013843370","https://openalex.org/W3098455240","https://openalex.org/W3100454378","https://openalex.org/W3140579943","https://openalex.org/W4234502490","https://openalex.org/W4234555707","https://openalex.org/W4249528159","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1995895161","https://openalex.org/W2352063914","https://openalex.org/W2047377442","https://openalex.org/W2017131795","https://openalex.org/W3205546307","https://openalex.org/W2883299638","https://openalex.org/W2567662842","https://openalex.org/W4394661355","https://openalex.org/W3037102253","https://openalex.org/W4399458283"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
