{"id":"https://openalex.org/W2905050155","doi":"https://doi.org/10.1007/978-3-030-05792-3_1","title":"Deep Active Learning for In Situ Plankton Classification","display_name":"Deep Active Learning for In Situ Plankton Classification","publication_year":2018,"publication_date":"2018-12-18","ids":{"openalex":"https://openalex.org/W2905050155","doi":"https://doi.org/10.1007/978-3-030-05792-3_1","mag":"2905050155"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-05792-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05792-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5020878973","display_name":"Erik Bochinski","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Erik Bochinski","raw_affiliation_strings":["Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019832641","display_name":"Ghassen Bacha","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ghassen Bacha","raw_affiliation_strings":["Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046362676","display_name":"Volker Eiselein","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Eiselein","raw_affiliation_strings":["Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070063822","display_name":"Tim J. W. Walles","orcid":"https://orcid.org/0000-0003-3516-6150"},"institutions":[{"id":"https://openalex.org/I4210116314","display_name":"Leibniz Institute of Freshwater Ecology and Inland Fisheries","ror":"https://ror.org/01nftxb06","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210116314"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim J. W. Walles","raw_affiliation_strings":["Leibnitz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibnitz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany","institution_ids":["https://openalex.org/I4210116314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059435859","display_name":"Jens C. Nejstgaard","orcid":"https://orcid.org/0000-0003-1236-0647"},"institutions":[{"id":"https://openalex.org/I4210116314","display_name":"Leibniz Institute of Freshwater Ecology and Inland Fisheries","ror":"https://ror.org/01nftxb06","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210116314"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens C. Nejstgaard","raw_affiliation_strings":["Leibnitz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibnitz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany","institution_ids":["https://openalex.org/I4210116314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113970295","display_name":"Thomas Sikora","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Sikora","raw_affiliation_strings":["Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication System Group, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020878973"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9994999766349792,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9994999766349792,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9943000078201294,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.991599977016449,"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":0.8319296836853027},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6660635471343994},{"id":"https://openalex.org/keywords/zooplankton","display_name":"Zooplankton","score":0.6075654029846191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5746651887893677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5177661180496216},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5167164206504822},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.4921833574771881},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12407684326171875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319296836853027},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6660635471343994},{"id":"https://openalex.org/C158836135","wikidata":"https://www.wikidata.org/wiki/Q842627","display_name":"Zooplankton","level":2,"score":0.6075654029846191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5746651887893677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5177661180496216},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5167164206504822},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4921833574771881},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12407684326171875},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-05792-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05792-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1580375566","https://openalex.org/W1774232365","https://openalex.org/W1982221795","https://openalex.org/W1995875735","https://openalex.org/W2015053255","https://openalex.org/W2049489886","https://openalex.org/W2083653245","https://openalex.org/W2123898922","https://openalex.org/W2133059825","https://openalex.org/W2163605009","https://openalex.org/W2427657585","https://openalex.org/W2471138382","https://openalex.org/W2507906162","https://openalex.org/W2513863019","https://openalex.org/W2574402732","https://openalex.org/W2575032143","https://openalex.org/W2754549959","https://openalex.org/W2781987008","https://openalex.org/W2790277825","https://openalex.org/W2903158431","https://openalex.org/W2964121744","https://openalex.org/W2978725006"],"related_works":["https://openalex.org/W2169196470","https://openalex.org/W3113185420","https://openalex.org/W4237580245","https://openalex.org/W4385368139","https://openalex.org/W2906134827","https://openalex.org/W4322745238","https://openalex.org/W4241245680","https://openalex.org/W3124327509","https://openalex.org/W3200688510","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}