{"id":"https://openalex.org/W4407237157","doi":"https://doi.org/10.1007/978-3-031-74630-7_25","title":"A Retrospective of\u00a0the\u00a0Tutorial on\u00a0Opportunities and\u00a0Challenges of\u00a0Online Deep Learning","display_name":"A Retrospective of\u00a0the\u00a0Tutorial on\u00a0Opportunities and\u00a0Challenges of\u00a0Online Deep Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407237157","doi":"https://doi.org/10.1007/978-3-031-74630-7_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74630-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74630-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5000976929","display_name":"Cedric Kulbach","orcid":"https://orcid.org/0000-0002-9363-4728"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cedric Kulbach","raw_affiliation_strings":["FZI Research Center for Information Technology, Haid-und-Neu-Str. 10-14, 76131, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9363-4728","affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Haid-und-Neu-Str. 10-14, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006150929","display_name":"Lucas Cazzonelli","orcid":"https://orcid.org/0000-0003-2886-1219"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lucas Cazzonelli","raw_affiliation_strings":["FZI Research Center for Information Technology, Haid-und-Neu-Str. 10-14, 76131, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2886-1219","affiliations":[{"raw_affiliation_string":"FZI Research Center for Information Technology, Haid-und-Neu-Str. 10-14, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050260831","display_name":"Hoang\u2010Anh Ngo","orcid":"https://orcid.org/0000-0002-7583-753X"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Hoang-Anh Ngo","raw_affiliation_strings":["AI Institute, University of Waikato, Hamilton, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-7583-753X","affiliations":[{"raw_affiliation_string":"AI Institute, University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019041645","display_name":"Minh-Huong Le-Nguyen","orcid":"https://orcid.org/0000-0002-5333-6785"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minh-Huong Le-Nguyen","raw_affiliation_strings":["LCTI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France"],"raw_orcid":"https://orcid.org/0000-0002-5333-6785","affiliations":[{"raw_affiliation_string":"LCTI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080970505","display_name":"Albert Bifet","orcid":"https://orcid.org/0000-0002-8339-7773"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Albert Bifet","raw_affiliation_strings":["AI Institute, University of Waikato, Hamilton, New Zealand","LCTI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France"],"raw_orcid":"https://orcid.org/0000-0002-8339-7773","affiliations":[{"raw_affiliation_string":"AI Institute, University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]},{"raw_affiliation_string":"LCTI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050260831"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":null,"apc_paid":null,"fwci":3.3248,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86852035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.998199999332428,"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":0.9965999722480774,"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":0.5538734197616577},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.45314252376556396},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3980051279067993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3725069761276245},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35419243574142456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5538734197616577},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.45314252376556396},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3980051279067993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3725069761276245},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35419243574142456}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-74630-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74630-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1525647652","https://openalex.org/W1593806347","https://openalex.org/W1969067576","https://openalex.org/W1979769549","https://openalex.org/W2068714596","https://openalex.org/W2088402748","https://openalex.org/W2104266030","https://openalex.org/W2116666691","https://openalex.org/W2116984840","https://openalex.org/W2125573488","https://openalex.org/W2127979711","https://openalex.org/W2143991132","https://openalex.org/W2148143831","https://openalex.org/W2150997454","https://openalex.org/W2157928966","https://openalex.org/W2402159496","https://openalex.org/W2618530766","https://openalex.org/W2792005857","https://openalex.org/W2801183640","https://openalex.org/W2809878087","https://openalex.org/W2896457183","https://openalex.org/W2953384591","https://openalex.org/W2959912598","https://openalex.org/W2962951800","https://openalex.org/W2965366403","https://openalex.org/W3021596612","https://openalex.org/W3023309920","https://openalex.org/W3035026192","https://openalex.org/W3103881007","https://openalex.org/W3104788453","https://openalex.org/W3135367836","https://openalex.org/W3137868789","https://openalex.org/W3148686548","https://openalex.org/W3194700752","https://openalex.org/W4205879142","https://openalex.org/W4292779060","https://openalex.org/W4295312788","https://openalex.org/W4385266086","https://openalex.org/W6787556164","https://openalex.org/W6912772353"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
