{"id":"https://openalex.org/W2972353361","doi":"https://doi.org/10.1007/978-3-030-30484-3_41","title":"Basic Evaluation Scenarios for Incrementally Trained Classifiers","display_name":"Basic Evaluation Scenarios for Incrementally Trained Classifiers","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972353361","doi":"https://doi.org/10.1007/978-3-030-30484-3_41","mag":"2972353361"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-30484-3_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30484-3_41","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/A5067196195","display_name":"Rudolf Szadkowski","orcid":"https://orcid.org/0000-0003-4075-116X"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Rudolf Szadkowski","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-4075-116X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049289726","display_name":"Jan Drchal","orcid":"https://orcid.org/0000-0003-0466-275X"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Drchal","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-0466-275X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073496345","display_name":"Jan Faigl","orcid":"https://orcid.org/0000-0002-6193-0792"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Faigl","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-6193-0792","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Technick\u00e1 2, 166 27, Prague 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067196195"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5466,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71644566,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"507","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","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/T12761","display_name":"Data Stream Mining Techniques","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9912999868392944,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9890999794006348,"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":0.8501963019371033},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.8019914627075195},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.6855131387710571},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6763527393341064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6523162126541138},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6125090718269348},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6101118922233582},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5469494462013245},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.506848156452179},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45191720128059387},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4239044189453125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3286396861076355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07788905501365662},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.06470146775245667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8501963019371033},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.8019914627075195},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.6855131387710571},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6763527393341064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6523162126541138},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6125090718269348},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6101118922233582},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5469494462013245},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.506848156452179},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45191720128059387},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4239044189453125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3286396861076355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07788905501365662},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.06470146775245667},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-30484-3_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30484-3_41","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":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W200600101","https://openalex.org/W1559261617","https://openalex.org/W2028138594","https://openalex.org/W2113839990","https://openalex.org/W2147311421","https://openalex.org/W2560647685","https://openalex.org/W2609002182","https://openalex.org/W2743151379","https://openalex.org/W2786498526","https://openalex.org/W2788388592","https://openalex.org/W2892655153","https://openalex.org/W2949995560","https://openalex.org/W2964121744"],"related_works":["https://openalex.org/W4320853675","https://openalex.org/W1964624709","https://openalex.org/W4287234591","https://openalex.org/W1570833164","https://openalex.org/W3126776133","https://openalex.org/W4303857004","https://openalex.org/W4294831559","https://openalex.org/W3127669944","https://openalex.org/W3173986289","https://openalex.org/W1576730576"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}