{"id":"https://openalex.org/W3133303702","doi":"https://doi.org/10.1007/978-3-030-68780-9_13","title":"Unsupervised Learning of High Dimensional Environmental Data Using Local Fractality Concept","display_name":"Unsupervised Learning of High Dimensional Environmental Data Using Local Fractality Concept","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133303702","doi":"https://doi.org/10.1007/978-3-030-68780-9_13","mag":"3133303702"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68780-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_13","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068472081","display_name":"Mikha\u00efl Kanevski","orcid":"https://orcid.org/0000-0001-6602-6551"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Mikhail Kanevski","raw_affiliation_strings":["University of Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029164550","display_name":"Mohamed Laib","orcid":"https://orcid.org/0000-0003-1276-1790"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"education","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Mohamed Laib","raw_affiliation_strings":["Luxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068472081"],"corresponding_institution_ids":["https://openalex.org/I97565354"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03769607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9894000291824341,"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/T10320","display_name":"Neural Networks and Applications","score":0.9894000291824341,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9606000185012817,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.8303919434547424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7834629416465759},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5486723184585571},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4796898066997528},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.46865811944007874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4419107735157013},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.438065767288208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40283524990081787},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.13827762007713318},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.08909931778907776},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0683351457118988}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8303919434547424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834629416465759},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5486723184585571},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4796898066997528},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.46865811944007874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4419107735157013},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.438065767288208},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40283524990081787},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.13827762007713318},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.08909931778907776},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0683351457118988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-68780-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_13","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1539128165","https://openalex.org/W1650699486","https://openalex.org/W1838283863","https://openalex.org/W1944603233","https://openalex.org/W1976331192","https://openalex.org/W2026341331","https://openalex.org/W2078206416","https://openalex.org/W2124477890","https://openalex.org/W2164284840","https://openalex.org/W2234763457","https://openalex.org/W2467203645","https://openalex.org/W2494084875","https://openalex.org/W2497259451","https://openalex.org/W2518066078","https://openalex.org/W2556422962","https://openalex.org/W2754478492","https://openalex.org/W2758659144","https://openalex.org/W2787894218","https://openalex.org/W2794406436","https://openalex.org/W2800860906","https://openalex.org/W2964182184","https://openalex.org/W2999729612","https://openalex.org/W3011254666","https://openalex.org/W3014263161","https://openalex.org/W3090811446","https://openalex.org/W3104335155","https://openalex.org/W3137136951","https://openalex.org/W3159223345","https://openalex.org/W3165771198","https://openalex.org/W4250005612","https://openalex.org/W4256039468","https://openalex.org/W4292156489","https://openalex.org/W4294141750","https://openalex.org/W4298882835","https://openalex.org/W4299429830"],"related_works":["https://openalex.org/W4321844043","https://openalex.org/W3196155444","https://openalex.org/W328659180","https://openalex.org/W3210156800","https://openalex.org/W4390062853","https://openalex.org/W3106337462","https://openalex.org/W4297883248","https://openalex.org/W3209574120","https://openalex.org/W4255830763","https://openalex.org/W4286799911"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
