{"id":"https://openalex.org/W1479121988","doi":"https://doi.org/10.1007/978-3-319-23231-7_10","title":"Convolved Multi-output Gaussian Processes for Semi-Supervised Learning","display_name":"Convolved Multi-output Gaussian Processes for Semi-Supervised Learning","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1479121988","doi":"https://doi.org/10.1007/978-3-319-23231-7_10","mag":"1479121988"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-23231-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23231-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23231-7_10.pdf","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23231-7_10.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061944449","display_name":"Hern\u00e1n Dar\u00edo Vargas Cardona","orcid":null},"institutions":[{"id":"https://openalex.org/I200183955","display_name":"Technological University of Pereira","ror":"https://ror.org/01d981710","country_code":"CO","type":"education","lineage":["https://openalex.org/I200183955"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Hern\u00e1n Dar\u00edo Vargas Cardona","raw_affiliation_strings":["Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia","institution_ids":["https://openalex.org/I200183955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007248971","display_name":"Mauricio A. \u00c1lvarez","orcid":"https://orcid.org/0000-0002-8980-4472"},"institutions":[{"id":"https://openalex.org/I200183955","display_name":"Technological University of Pereira","ror":"https://ror.org/01d981710","country_code":"CO","type":"education","lineage":["https://openalex.org/I200183955"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Mauricio A. \u00c1lvarez","raw_affiliation_strings":["Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia","institution_ids":["https://openalex.org/I200183955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012268339","display_name":"\u00c1lvaro A. Orozco","orcid":"https://orcid.org/0000-0002-1167-1446"},"institutions":[{"id":"https://openalex.org/I200183955","display_name":"Technological University of Pereira","ror":"https://ror.org/01d981710","country_code":"CO","type":"education","lineage":["https://openalex.org/I200183955"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro A. Orozco","raw_affiliation_strings":["Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Universidad Tecnol\u00f3gica de Pereira, Pereira, Colombia","institution_ids":["https://openalex.org/I200183955"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061944449"],"corresponding_institution_ids":["https://openalex.org/I200183955"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6828,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67740482,"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":"109","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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":0.9950000047683716,"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":0.9927999973297119,"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/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.7838460206985474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7393233776092529},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6138529181480408},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5938087105751038},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5837679505348206},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5814270377159119},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5444782972335815},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5011367797851562},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.45424684882164},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4458683431148529},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41195040941238403},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4106540381908417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40034613013267517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19016194343566895},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13413232564926147},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09649002552032471},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09575018286705017}],"concepts":[{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.7838460206985474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7393233776092529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6138529181480408},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5938087105751038},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5837679505348206},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5814270377159119},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5444782972335815},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5011367797851562},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.45424684882164},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4458683431148529},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41195040941238403},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4106540381908417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40034613013267517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19016194343566895},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13413232564926147},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09649002552032471},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09575018286705017},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-23231-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23231-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23231-7_10.pdf","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":{"id":"doi:10.1007/978-3-319-23231-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23231-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23231-7_10.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1479121988.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W1519342765","https://openalex.org/W1531948468","https://openalex.org/W1534349507","https://openalex.org/W1574838467","https://openalex.org/W1746819321","https://openalex.org/W1971125461","https://openalex.org/W1972390760","https://openalex.org/W1976606095","https://openalex.org/W1990334093","https://openalex.org/W1992278063","https://openalex.org/W2030290736","https://openalex.org/W2065180801","https://openalex.org/W2080152069","https://openalex.org/W2123610365","https://openalex.org/W2139036986","https://openalex.org/W2146611938","https://openalex.org/W2148522164","https://openalex.org/W2152322845","https://openalex.org/W2153149612","https://openalex.org/W2156269526","https://openalex.org/W2163203678","https://openalex.org/W2167503371","https://openalex.org/W2553595002","https://openalex.org/W2913340405","https://openalex.org/W4206212643","https://openalex.org/W4210997624","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W2794908468","https://openalex.org/W2531570999","https://openalex.org/W2553312496","https://openalex.org/W4319302697","https://openalex.org/W2042184006","https://openalex.org/W2921630034","https://openalex.org/W4390062853","https://openalex.org/W2062926306","https://openalex.org/W4310801741"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}