{"id":"https://openalex.org/W4206651398","doi":"https://doi.org/10.1007/978-3-030-92121-7_3","title":"Graph Diffusion & PCA Framework for\u00a0Semi-supervised Learning","display_name":"Graph Diffusion & PCA Framework for\u00a0Semi-supervised Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4206651398","doi":"https://doi.org/10.1007/978-3-030-92121-7_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-92121-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-92121-7_3","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03477308","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053557735","display_name":"Konstantin Avrachenkov","orcid":"https://orcid.org/0000-0002-8124-8272"},"institutions":[{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Konstantin Avrachenkov","raw_affiliation_strings":["INRIA, Sophia Antipolis, Valbonne, France","NEO  - Network Engineering and Operations (2004 route des Lucioles BP 93 06902 Sophia Antipolis  - France)"],"affiliations":[{"raw_affiliation_string":"INRIA, Sophia Antipolis, Valbonne, France","institution_ids":["https://openalex.org/I4210106545","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"NEO  - Network Engineering and Operations (2004 route des Lucioles BP 93 06902 Sophia Antipolis  - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078987427","display_name":"Aur\u00e9lie Boisbunon","orcid":"https://orcid.org/0009-0007-6476-0120"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aur\u00e9lie Boisbunon","raw_affiliation_strings":["MyDataModels, Valbonne, France","MyDataModels (France)"],"affiliations":[{"raw_affiliation_string":"MyDataModels, Valbonne, France","institution_ids":[]},{"raw_affiliation_string":"MyDataModels (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025169536","display_name":"Mikhail Kamalov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mikhail Kamalov","raw_affiliation_strings":["INRIA, Sophia Antipolis, Valbonne, France","MyDataModels (France)","NEO  - Network Engineering and Operations (2004 route des Lucioles BP 93 06902 Sophia Antipolis  - France)"],"affiliations":[{"raw_affiliation_string":"INRIA, Sophia Antipolis, Valbonne, France","institution_ids":["https://openalex.org/I4210106545","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"MyDataModels (France)","institution_ids":[]},{"raw_affiliation_string":"NEO  - Network Engineering and Operations (2004 route des Lucioles BP 93 06902 Sophia Antipolis  - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053557735"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210106545"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.717,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74847004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9993000030517578,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9993000030517578,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/adjacency-matrix","display_name":"Adjacency matrix","score":0.7969988584518433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919154524803162},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5747607350349426},{"id":"https://openalex.org/keywords/diffusion-map","display_name":"Diffusion map","score":0.5467520952224731},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.5186437964439392},{"id":"https://openalex.org/keywords/graph-energy","display_name":"Graph energy","score":0.4840061366558075},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4776500463485718},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4664195477962494},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.46326830983161926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4582999348640442},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4292854368686676},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.4121135175228119},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41015511751174927},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35879042744636536},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3434668779373169},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.2578651010990143},{"id":"https://openalex.org/keywords/voltage-graph","display_name":"Voltage graph","score":0.23883718252182007},{"id":"https://openalex.org/keywords/line-graph","display_name":"Line graph","score":0.13931813836097717}],"concepts":[{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.7969988584518433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919154524803162},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5747607350349426},{"id":"https://openalex.org/C55128770","wikidata":"https://www.wikidata.org/wiki/Q5275440","display_name":"Diffusion map","level":4,"score":0.5467520952224731},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.5186437964439392},{"id":"https://openalex.org/C78913703","wikidata":"https://www.wikidata.org/wiki/Q5597087","display_name":"Graph energy","level":5,"score":0.4840061366558075},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4776500463485718},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4664195477962494},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.46326830983161926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4582999348640442},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4292854368686676},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.4121135175228119},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41015511751174927},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35879042744636536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3434668779373169},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.2578651010990143},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.23883718252182007},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.13931813836097717}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-92121-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-92121-7_3","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"},{"id":"pmh:oai:HAL:hal-03477308v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03477308","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/chapter/10.1007/978-3-030-92121-7_3","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03477308v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03477308","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/chapter/10.1007/978-3-030-92121-7_3","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1490414702","https://openalex.org/W1603765807","https://openalex.org/W1656240941","https://openalex.org/W1980067346","https://openalex.org/W1983320747","https://openalex.org/W1988466901","https://openalex.org/W2001619934","https://openalex.org/W2017392697","https://openalex.org/W2019176983","https://openalex.org/W2023676419","https://openalex.org/W2099242680","https://openalex.org/W2112796928","https://openalex.org/W2117756735","https://openalex.org/W2140153041","https://openalex.org/W2147454001","https://openalex.org/W2153244834","https://openalex.org/W2154851992","https://openalex.org/W2407712691","https://openalex.org/W2882319491","https://openalex.org/W2955546456","https://openalex.org/W3089958828","https://openalex.org/W3104097132","https://openalex.org/W4256561644","https://openalex.org/W6631189298"],"related_works":["https://openalex.org/W3206624081","https://openalex.org/W3131693875","https://openalex.org/W4213150077","https://openalex.org/W2982430984","https://openalex.org/W3090939855","https://openalex.org/W2575552581","https://openalex.org/W2963150133","https://openalex.org/W4318995835","https://openalex.org/W4388347373","https://openalex.org/W2147535338"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}