{"id":"https://openalex.org/W2771093053","doi":"https://doi.org/10.18420/in2017_213","title":"WS34 - Deep Learning in heterogenen Datenbest\u00e4nden","display_name":"WS34 - Deep Learning in heterogenen Datenbest\u00e4nden","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2771093053","doi":"https://doi.org/10.18420/in2017_213","mag":"2771093053"},"language":"en","primary_location":{"id":"doi:10.18420/in2017_213","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_213","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/in2017_213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038259339","display_name":"Danny Kowerko","orcid":"https://orcid.org/0000-0002-4538-7814"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kowerko, Danny","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5007734172","display_name":"Stefan Kahl","orcid":"https://orcid.org/0000-0002-2411-8877"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kahl, Stefan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038259339"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19698818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2141","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.5701000094413757,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.5701000094413757,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/political-science","display_name":"Political science","score":0.3665197491645813}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3665197491645813}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18420/in2017_213","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_213","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2771093053","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/gi/gi2017.html#KowerkoK17","pdf_url":null,"source":{"id":"https://openalex.org/S4306511462","display_name":"GI-Jahrestagung","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"GI-Jahrestagung","raw_type":null}],"best_oa_location":{"id":"doi:10.18420/in2017_213","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_213","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Deep":[0],"learning":[1,60,96,124,149,204],"techniques,":[2],"especially":[3,241],"artificial":[4],"neural":[5],"networks,":[6],"have":[7,151,195],"become":[8,152],"irreplaceable":[9],"in":[10,55,238],"almost":[11,154],"every":[12,155],"aspect":[13],"of":[14,58,74,94,108,122,157,164,169,189,211,222,251],"modern":[15],"information":[16],"science.":[17],"Breakthrough":[18],"technologies":[19],"evolve":[20],"rapidly,":[21],"driven":[22],"by":[23,99,227],"researchers":[24,171],"with":[25,182,217],"both,":[26],"scientific":[27,165,228],"and":[28,41,50,61,67,77,92,106,131,179,185,216,244],"economic":[29,68],"backgrounds.":[30],"This":[31,142,198],"workshop":[32],"is":[33,97,206],"a":[34,119,223],"platform":[35],"for":[36,112,153,208],"students,":[37],"post-docs,":[38],"innovative":[39,212],"enterprises":[40],"experts":[42],"from":[43,127,134],"Germany":[44],"who":[45,175,236,246],"present":[46],"their":[47,62,177],"latest":[48],"works":[49],"demo":[51],"applications.":[52],"Recent":[53],"advanced":[54],"the":[56,72,100,103,162,167,173,190,209,220,242,249],"field":[57],"deep":[59,95,123,148,203],"impact":[63],"on":[64,83],"research":[65,87,113],"projects":[66],"endeavors":[69],"are":[70],"at":[71],"center":[73],"submitted":[75],"papers":[76],"presentations.":[78],"An":[79,201],"active":[80,202],"debate":[81],"focusing":[82],"current":[84],"work-in-progress,":[85],"future":[86],"as":[88,90],"well":[89],"chances":[91],"opportunities":[93],"complemented":[98,180],"discussion":[101],"regarding":[102],"generation,":[104],"processing":[105,214],"publishing":[107],"large":[109],"heterogeneous":[110],"datasets":[111],"purposes.":[114],"The":[115],"presented":[116,191],"contributions":[117],"span":[118],"wide":[120],"variety":[121],"applications":[125,192],"\u2013":[126],"robotics":[128],"to":[129,138,233,248],"audio":[130],"text":[132],"retrieval,":[133],"human":[135],"pose":[136],"estimation":[137],"medical":[139],"data":[140,213],"processing.":[141],"not":[143,194],"only":[144],"demonstrates":[145],"how":[146],"important":[147],"techniques":[150],"area":[156],"research,":[158],"it":[159,181],"also":[160],"shows":[161],"importance":[163],"transparency.Without":[166],"efforts":[168],"countless":[170],"around":[172],"globe":[174],"published":[176],"work":[178],"code":[183],"repositories":[184],"extensive":[186],"documentation,":[187],"some":[188],"could":[193],"been":[196],"implemented.":[197],"reminds":[199],"us:":[200],"community":[205],"vital":[207],"success":[210,250],"routines":[215],"that,":[218],"forms":[219],"foundation":[221],"steady":[224],"evolution":[225],"powered":[226],"research.":[229],"We":[230],"would":[231],"like":[232],"thank":[234],"everyone":[235],"participated":[237],"this":[239,252],"workshop,":[240],"authors":[243],"presenters":[245],"contributed":[247],"novel":[253],"format.":[254]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
