{"id":"https://openalex.org/W2620239605","doi":"https://doi.org/10.1017/s1743921317003520","title":"Classification of galaxy type from images using Microsoft R Server","display_name":"Classification of galaxy type from images using Microsoft R Server","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2620239605","doi":"https://doi.org/10.1017/s1743921317003520","mag":"2620239605"},"language":"en","primary_location":{"id":"doi:10.1017/s1743921317003520","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921317003520","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9EDF561F444C8F3AF1C8AEA06BECC3D0/S1743921317003520a.pdf/div-class-title-classification-of-galaxy-type-from-images-using-microsoft-r-server-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9EDF561F444C8F3AF1C8AEA06BECC3D0/S1743921317003520a.pdf/div-class-title-classification-of-galaxy-type-from-images-using-microsoft-r-server-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021069017","display_name":"Andrie de Vries","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108625","display_name":"Microsoft (United Kingdom)","ror":"https://ror.org/01rw27z95","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210108625"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrie de Vries","raw_affiliation_strings":["Microsoft Microsoft UK Ltd, Algorithms and Data Science, 2 Kingdom Street, Paddington, London, UKW2 6BD"],"affiliations":[{"raw_affiliation_string":"Microsoft Microsoft UK Ltd, Algorithms and Data Science, 2 Kingdom Street, Paddington, London, UKW2 6BD","institution_ids":["https://openalex.org/I4210108625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021069017"],"corresponding_institution_ids":["https://openalex.org/I4210108625"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13643856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"S325","first_page":"139","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.996399998664856,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.996399998664856,"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/T12917","display_name":"Astronomy and Astrophysical Research","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"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/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7674200534820557},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6721301674842834},{"id":"https://openalex.org/keywords/galaxy","display_name":"Galaxy","score":0.49091798067092896},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4616483747959137},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.4361027479171753},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33961886167526245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33746105432510376},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.1309872567653656},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08371850848197937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7674200534820557},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6721301674842834},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.49091798067092896},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4616483747959137},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4361027479171753},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33961886167526245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33746105432510376},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.1309872567653656},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08371850848197937}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s1743921317003520","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921317003520","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9EDF561F444C8F3AF1C8AEA06BECC3D0/S1743921317003520a.pdf/div-class-title-classification-of-galaxy-type-from-images-using-microsoft-r-server-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s1743921317003520","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1743921317003520","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/9EDF561F444C8F3AF1C8AEA06BECC3D0/S1743921317003520a.pdf/div-class-title-classification-of-galaxy-type-from-images-using-microsoft-r-server-div.pdf","source":{"id":"https://openalex.org/S4210212087","display_name":"Proceedings of the International Astronomical Union","issn_l":"1743-9213","issn":["1743-9213","1743-9221"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Astronomical Union","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2620239605.pdf","grobid_xml":"https://content.openalex.org/works/W2620239605.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2130325614"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W1906486629","https://openalex.org/W2006410711","https://openalex.org/W2054577134","https://openalex.org/W4244890543"],"abstract_inverted_index":{"Abstract":[0],"Many":[1],"astronomers":[2],"working":[3],"in":[4,35,46],"the":[5,17,36,47,105],"field":[6],"of":[7,13,20,38,49,73,79],"AstroInformatics":[8],"write":[9],"code":[10],"as":[11,44],"part":[12],"their":[14],"work.":[15],"Although":[16],"programming":[18],"language":[19],"choice":[21],"is":[22,41,58,96],"Python,":[23],"a":[24,59,87],"small":[25],"number":[26],"(8%)":[27],"use":[28],"R.":[29,92],"R":[30,56,80],"has":[31],"its":[32],"specific":[33,94],"strengths":[34],"domain":[37],"statistics,":[39],"and":[40],"often":[42],"viewed":[43],"limited":[45],"size":[48],"data":[50],"it":[51],"can":[52],"handle.":[53],"However,":[54],"Microsoft":[55],"Server":[57],"product":[60],"that":[61],"removes":[62],"these":[63],"limitations":[64],"by":[65,82],"being":[66],"able":[67],"to":[68,85,97],"process":[69],"much":[70],"larger":[71],"amounts":[72],"data.":[74],"I":[75],"present":[76],"some":[77],"highlights":[78],"Server,":[81],"illustrating":[83],"how":[84],"fit":[86],"convolutional":[88],"neural":[89],"network":[90],"using":[91,100],"The":[93],"task":[95],"classify":[98],"galaxies,":[99],"only":[101],"images":[102],"extracted":[103],"from":[104],"Sloan":[106],"Digital":[107],"Skyserver.":[108]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
