{"id":"https://openalex.org/W2020431774","doi":"https://doi.org/10.1109/icassp.2009.4959909","title":"Manifold regularization for semi-supervised sequential learning","display_name":"Manifold regularization for semi-supervised sequential learning","publication_year":2009,"publication_date":"2009-04-01","ids":{"openalex":"https://openalex.org/W2020431774","doi":"https://doi.org/10.1109/icassp.2009.4959909","mag":"2020431774"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2009.4959909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4959909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},"type":"article","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/A5038699013","display_name":"Yvonne Moh","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yvonne Moh","raw_affiliation_strings":["Department of Informatics, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038199211","display_name":"Joachim M. Buhmann","orcid":"https://orcid.org/0000-0002-6613-7101"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joachim M. Buhmann","raw_affiliation_strings":["Department of Informatics, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3589,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84367903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9975000023841858,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.7284162044525146},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.7069119215011597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6760762929916382},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6127390265464783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5925019979476929},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5249050855636597},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.5062993764877319},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.42621222138404846},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41994714736938477},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07272583246231079}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7284162044525146},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.7069119215011597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6760762929916382},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6127390265464783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925019979476929},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5249050855636597},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.5062993764877319},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.42621222138404846},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41994714736938477},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07272583246231079},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2009.4959909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4959909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W2022775778","https://openalex.org/W2104290444","https://openalex.org/W2132914434","https://openalex.org/W2133824856","https://openalex.org/W2153811331","https://openalex.org/W2160218441","https://openalex.org/W2426031434","https://openalex.org/W2997701990","https://openalex.org/W3009009611","https://openalex.org/W4255466416","https://openalex.org/W4285719527","https://openalex.org/W6675747103","https://openalex.org/W6683584131"],"related_works":["https://openalex.org/W4312414840","https://openalex.org/W34092691","https://openalex.org/W2794908468","https://openalex.org/W4206276646","https://openalex.org/W2943467239","https://openalex.org/W1571801203","https://openalex.org/W1756896031","https://openalex.org/W101422005","https://openalex.org/W192740413","https://openalex.org/W2098239572"],"abstract_inverted_index":{"The":[0,55],"sequential":[1,48],"data":[2,16,26,65],"flux":[3],"in":[4],"many":[5],"time-series":[6],"applications":[7],"require":[8],"that":[9],"only":[10],"a":[11,51,60,70,82],"small":[12],"fraction":[13],"of":[14],"the":[15,64,79],"are":[17,27],"stored":[18],"for":[19,24,72,88],"future":[20],"processing.":[21],"Furthermore,":[22],"labels":[23],"these":[25],"possibly":[28],"sparse":[29,84],"and":[30,76],"they":[31],"might":[32],"show":[33],"some":[34],"biases.":[35],"To":[36],"support":[37],"learning":[38,49,53,57],"under":[39,50],"such":[40],"restrictive":[41],"constraints,":[42],"we":[43,77],"combine":[44],"manifold":[45],"regularization":[46,61],"with":[47],"semi-supervised":[52],"scenario.":[54],"online":[56,85],"mechanism":[58],"integrates":[59],"based":[62],"on":[63],"smoothness":[66],"assumptions.":[67],"We":[68],"present":[69],"proof-of-concept":[71],"illustrative":[73],"toy":[74],"problems,":[75],"apply":[78],"algorithm":[80],"to":[81],"real-world":[83],"classification":[86],"task":[87],"music":[89],"categories.":[90]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
