{"id":"https://openalex.org/W78742373","doi":"https://doi.org/10.1007/978-3-642-11694-0_7","title":"Multi-modal Learning","display_name":"Multi-modal Learning","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W78742373","doi":"https://doi.org/10.1007/978-3-642-11694-0_7","mag":"78742373"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-11694-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-11694-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210195772","display_name":"Cognitive systems monographs","issn_l":"1867-4925","issn":["1867-4925","1867-4933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Systems Monographs","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49377","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024699185","display_name":"Danijel Sko\u010daj","orcid":"https://orcid.org/0000-0002-5290-4736"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Danijel Sko\u010daj","raw_affiliation_strings":["VICOS Lab, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"VICOS Lab, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001632955","display_name":"Matej Kristan","orcid":"https://orcid.org/0000-0002-4252-4342"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Matej Kristan","raw_affiliation_strings":["VICOS Lab, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"VICOS Lab, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006535460","display_name":"Alen Vre\u010dko","orcid":null},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Alen Vre\u010dko","raw_affiliation_strings":["VICOS Lab, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"VICOS Lab, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085971943","display_name":"Ale\u0161 Leonardis","orcid":"https://orcid.org/0000-0003-0773-3277"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ale\u0161 Leonardis","raw_affiliation_strings":["VICOS Lab, University of Ljubljana, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"VICOS Lab, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003887059","display_name":"Mario Fritz","orcid":"https://orcid.org/0000-0001-8949-9896"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mario Fritz","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006270785","display_name":"Michael Stark","orcid":"https://orcid.org/0000-0002-1481-9506"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Stark","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051534545","display_name":"Bernt Schiele","orcid":"https://orcid.org/0000-0001-9683-5237"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernt Schiele","raw_affiliation_strings":["Technische Universit\u00e4t Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036988138","display_name":"Somboon Hongeng","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Somboon Hongeng","raw_affiliation_strings":["Intelligent Robotics Laboratory, School of Computer Science, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Robotics Laboratory, School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069031865","display_name":"Jeremy Wyatt","orcid":"https://orcid.org/0000-0001-6991-356X"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeremy L. Wyatt","raw_affiliation_strings":["Intelligent Robotics Laboratory, School of Computer Science, University of Birmingham, Birmingham, UK","School of Computer Science, University of Birmingham, B15 2TT, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Robotics Laboratory, School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"School of Computer Science, University of Birmingham, B15 2TT, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5024699185"],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":null,"apc_paid":null,"fwci":0.5155,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6196443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12031","display_name":"Speech and dialogue systems","score":0.9933000206947327,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/variety","display_name":"Variety (cybernetics)","score":0.661744236946106},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6146348118782043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5422869324684143},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4710659384727478},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4282931983470917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3594260811805725},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22953489422798157},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10023659467697144},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08527040481567383}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.661744236946106},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6146348118782043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5422869324684143},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4710659384727478},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4282931983470917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3594260811805725},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22953489422798157},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10023659467697144},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08527040481567383},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-642-11694-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-11694-0_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210195772","display_name":"Cognitive systems monographs","issn_l":"1867-4925","issn":["1867-4925","1867-4933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Systems Monographs","raw_type":"book-chapter"},{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=49377","is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49377","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"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":"","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:edoc.mpg.de:536670","is_oa":false,"landing_page_url":"http://edoc.mpg.de/536670","pdf_url":null,"source":{"id":"https://openalex.org/S4406922265","display_name":"Max Planck Institute for Plasma Physics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cognitive Systems, 265-309 (2010)","raw_type":"InBook"},{"id":"pmh:oai:pure.atira.dk:publications/702d003e-882d-448c-a979-a34128f860c7","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/702d003e-882d-448c-a979-a34128f860c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Skocaj , D , Kristan , M , Vrecko , A , Leonardis , A , Fritz , M , Stark , M , Schiele , B , Hongeng , S , Wyatt , J , Christensen , HI , Kruijff , G-JM & Wyatt , J 2010 , Multi-modal Learning . in Cognitive Systems, Cognitive Systems Monographs Vol. 8 . https://doi.org/10.1007/978-3-642-11694-0_7","raw_type":"bookPart"},{"id":"pmh:oai:pure.mpg.de:item_1323788","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-000F-15CC-C","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cognitive Systems Monographs","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=49377","is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/IzpisGradiva.php?id=49377","pdf_url":null,"source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"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":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W61015563","https://openalex.org/W191644331","https://openalex.org/W194202379","https://openalex.org/W291532408","https://openalex.org/W605575788","https://openalex.org/W1487885785","https://openalex.org/W1519539863","https://openalex.org/W1523646877","https://openalex.org/W1528914981","https://openalex.org/W1547483066","https://openalex.org/W1550586131","https://openalex.org/W1574664245","https://openalex.org/W1576445103","https://openalex.org/W1580405025","https://openalex.org/W1588527235","https://openalex.org/W1613892635","https://openalex.org/W1625255723","https://openalex.org/W1815594279","https://openalex.org/W1919689106","https://openalex.org/W1969132943","https://openalex.org/W1980911747","https://openalex.org/W1990798041","https://openalex.org/W2004216344","https://openalex.org/W2013315969","https://openalex.org/W2015245929","https://openalex.org/W2030005056","https://openalex.org/W2031489346","https://openalex.org/W2034455548","https://openalex.org/W2041376653","https://openalex.org/W2053000838","https://openalex.org/W2056552633","https://openalex.org/W2059799772","https://openalex.org/W2070115943","https://openalex.org/W2080332760","https://openalex.org/W2096349671","https://openalex.org/W2103658758","https://openalex.org/W2104958090","https://openalex.org/W2107019937","https://openalex.org/W2107917162","https://openalex.org/W2108447811","https://openalex.org/W2114122184","https://openalex.org/W2115609520","https://openalex.org/W2115790660","https://openalex.org/W2117853077","https://openalex.org/W2118623569","https://openalex.org/W2119474464","https://openalex.org/W2119582042","https://openalex.org/W2121863487","https://openalex.org/W2124386111","https://openalex.org/W2128859142","https://openalex.org/W2129116707","https://openalex.org/W2136767371","https://openalex.org/W2136860609","https://openalex.org/W2139957545","https://openalex.org/W2147880316","https://openalex.org/W2150871663","https://openalex.org/W2151103935","https://openalex.org/W2152239535","https://openalex.org/W2152565110","https://openalex.org/W2153746365","https://openalex.org/W2156050092","https://openalex.org/W2156422658","https://openalex.org/W2156770905","https://openalex.org/W2157104268","https://openalex.org/W2157716919","https://openalex.org/W2158762525","https://openalex.org/W2160255741","https://openalex.org/W2160586919","https://openalex.org/W2161567010","https://openalex.org/W2162915993","https://openalex.org/W2163669576","https://openalex.org/W2164012765","https://openalex.org/W2166118928","https://openalex.org/W2169089578","https://openalex.org/W2312331257","https://openalex.org/W2493402089","https://openalex.org/W2500832833","https://openalex.org/W2540540486","https://openalex.org/W2543418445","https://openalex.org/W2618753359","https://openalex.org/W2914976302","https://openalex.org/W3110909889","https://openalex.org/W3151807555","https://openalex.org/W4214717370","https://openalex.org/W4237938692","https://openalex.org/W4238717354","https://openalex.org/W4244364296","https://openalex.org/W4285719527","https://openalex.org/W4300998111"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281","https://openalex.org/W2079194830"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}