{"id":"https://openalex.org/W2902203986","doi":"https://doi.org/10.1007/s00287-018-01127-0","title":"Current trends in applied machine intelligence","display_name":"Current trends in applied machine intelligence","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2902203986","doi":"https://doi.org/10.1007/s00287-018-01127-0","mag":"2902203986"},"language":"en","primary_location":{"id":"doi:10.1007/s00287-018-01127-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00287-018-01127-0","pdf_url":null,"source":{"id":"https://openalex.org/S155002599","display_name":"Informatik-Spektrum","issn_l":"0170-6012","issn":["0170-6012","1432-122X"],"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":"Informatik Spektrum","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/A5066285524","display_name":"Bernhard G. Humm","orcid":"https://orcid.org/0000-0001-7805-1981"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bernhard G. Humm","raw_affiliation_strings":["Hochschule Darmstadt \u2013 University of Applied Sciences, Haardtring 100, 64295, Darmstadt, Germany","Hochschule Darmstadt \u2013 University of Applied Sciences, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Hochschule Darmstadt \u2013 University of Applied Sciences, Haardtring 100, 64295, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983"]},{"raw_affiliation_string":"Hochschule Darmstadt \u2013 University of Applied Sciences, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089539005","display_name":"Hermann Bense","orcid":"https://orcid.org/0000-0002-2562-224X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hermann Bense","raw_affiliation_strings":["bense.com GmbH, Schwarze-Br\u00fcder-Str. 1, 44137, Dortmund, Germany","bense.com GmbH, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"bense.com GmbH, Schwarze-Br\u00fcder-Str. 1, 44137, Dortmund, Germany","institution_ids":[]},{"raw_affiliation_string":"bense.com GmbH, Dortmund, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054482558","display_name":"Mario Classen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139259","display_name":"LVR-Klinik K\u00f6ln","ror":"https://ror.org/050phcn63","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210139259"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mario Classen","raw_affiliation_strings":["AXA Konzern AG, Colonia Allee 10\u201320, 51067, K\u00f6ln, Germany","AXA Konzern AG, K\u00f6ln, Germany"],"affiliations":[{"raw_affiliation_string":"AXA Konzern AG, Colonia Allee 10\u201320, 51067, K\u00f6ln, Germany","institution_ids":["https://openalex.org/I4210139259"]},{"raw_affiliation_string":"AXA Konzern AG, K\u00f6ln, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077973733","display_name":"Stefan Gei\u00dfler","orcid":"https://orcid.org/0000-0002-1783-8454"},"institutions":[{"id":"https://openalex.org/I4210134440","display_name":"Expert System (Italy)","ror":"https://ror.org/032av0b93","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210134440"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefan Gei\u00dfler","raw_affiliation_strings":["Expert System Deutschland GmbH, Blumenstr 15, 69115, Heidelberg, Germany","Expert System Deutschland GmbH, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Expert System Deutschland GmbH, Blumenstr 15, 69115, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210134440"]},{"raw_affiliation_string":"Expert System Deutschland GmbH, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002867929","display_name":"Thomas Hoppe","orcid":"https://orcid.org/0000-0001-5764-6986"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Hoppe","raw_affiliation_strings":["Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","Fraunhofer FOKUS, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Fraunhofer FOKUS, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091664946","display_name":"Oliver Juwig","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139259","display_name":"LVR-Klinik K\u00f6ln","ror":"https://ror.org/050phcn63","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210139259"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Juwig","raw_affiliation_strings":["AXA Konzern AG, Colonia Allee 10\u201320, 51067, K\u00f6ln, Germany","AXA Konzern AG, K\u00f6ln, Germany"],"affiliations":[{"raw_affiliation_string":"AXA Konzern AG, Colonia Allee 10\u201320, 51067, K\u00f6ln, Germany","institution_ids":["https://openalex.org/I4210139259"]},{"raw_affiliation_string":"AXA Konzern AG, K\u00f6ln, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088336451","display_name":"Adrian Paschke","orcid":"https://orcid.org/0000-0003-3156-9040"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adrian Paschke","raw_affiliation_strings":["Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","Fraunhofer FOKUS, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Fraunhofer FOKUS, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073262950","display_name":"Ralph Sch\u00e4fermeier","orcid":"https://orcid.org/0000-0002-4349-6726"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralph Sch\u00e4fermeier","raw_affiliation_strings":["Freie Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062936497","display_name":"Melanie Siegel","orcid":"https://orcid.org/0000-0002-3517-8488"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melanie Siegel","raw_affiliation_strings":["Hochschule Darmstadt \u2013 University of Applied Sciences, Haardtring 100, 64295, Darmstadt, Germany","Hochschule Darmstadt \u2013 University of Applied Sciences, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Hochschule Darmstadt \u2013 University of Applied Sciences, Haardtring 100, 64295, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983"]},{"raw_affiliation_string":"Hochschule Darmstadt \u2013 University of Applied Sciences, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001348885","display_name":"Frauke Weichhardt","orcid":"https://orcid.org/0009-0006-0503-1844"},"institutions":[{"id":"https://openalex.org/I4210135259","display_name":"Schiffbau-Versuchsanstalt Potsdam (Germany)","ror":"https://ror.org/045a7h037","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210135259"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frauke Weichhardt","raw_affiliation_strings":["Semtation GmbH, Geschwister-Scholl-Stra\u00dfe 38, 14482, Potsdam, Germany","Semtation GmbH, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Semtation GmbH, Geschwister-Scholl-Stra\u00dfe 38, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I4210135259"]},{"raw_affiliation_string":"Semtation GmbH, Potsdam, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026838538","display_name":"Rigo Wenning","orcid":"https://orcid.org/0000-0001-7408-0611"},"institutions":[{"id":"https://openalex.org/I4210111960","display_name":"Centre de Physique Th\u00e9orique","ror":"https://ror.org/02bsd9p69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210098836","https://openalex.org/I4210111960","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rigo Wenning","raw_affiliation_strings":["World Wide Web Consortium, 2004 Route des Lucioles, 06902, Sophia Antipolis, France","World Wide Web Consortium, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"World Wide Web Consortium, 2004 Route des Lucioles, 06902, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210111960"]},{"raw_affiliation_string":"World Wide Web Consortium, Sophia Antipolis, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5066285524"],"corresponding_institution_ids":["https://openalex.org/I107257983"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.5062,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74879397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"42","issue":"1","first_page":"28","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6763944625854492},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.38600441813468933}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6763944625854492},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.38600441813468933}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00287-018-01127-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00287-018-01127-0","pdf_url":null,"source":{"id":"https://openalex.org/S155002599","display_name":"Informatik-Spektrum","issn_l":"0170-6012","issn":["0170-6012","1432-122X"],"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":"Informatik Spektrum","raw_type":"journal-article"},{"id":"pmh:oai:fraunhofer.de:N-537734","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-537734.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer FOKUS","raw_type":"article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/257050","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/257050","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1592343011","https://openalex.org/W1614298861","https://openalex.org/W1882358344","https://openalex.org/W2024932032","https://openalex.org/W2038721957","https://openalex.org/W2060085188","https://openalex.org/W2107391405","https://openalex.org/W2180877453","https://openalex.org/W2211114954","https://openalex.org/W2250539671","https://openalex.org/W2250621296","https://openalex.org/W2493916176","https://openalex.org/W2742947407","https://openalex.org/W2797933614","https://openalex.org/W2800409976","https://openalex.org/W2884001105","https://openalex.org/W4235505822","https://openalex.org/W4236666131","https://openalex.org/W4252323591"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
