{"id":"https://openalex.org/W2287652005","doi":"https://doi.org/10.2312/eurova.20151098","title":"Interactive Image Feature Selection Aided by Dimensionality Reduction","display_name":"Interactive Image Feature Selection Aided by Dimensionality Reduction","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2287652005","doi":"https://doi.org/10.2312/eurova.20151098","mag":"2287652005"},"language":"en","primary_location":{"id":"pmh:oai:pure.rug.nl:publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","pdf_url":"https://pure.rug.nl/ws/files/31795022/paper2.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Rauber , P E , Silva , R R O D , Feringa , S , Celebi , M E , Falcao , A X , Telea , A C , Bertini , E (ed.) &amp; Roberts , J C (ed.) 2015 , ' Interactive image feature selection aided by dimensionality reduction ' , Paper presented at EuroVis Workshop on Visual Analytics (2015 , Cagliari, Sardinia , Italy , 25/05/2015 - 26/05/2015 pp. 67-74 .","raw_type":"conferenceObject"},"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.rug.nl/ws/files/31795022/paper2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031951061","display_name":"Paulo Rauber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rauber, Paulo Eduardo","raw_affiliation_strings":["Scientific Visualization and Computer Graphics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Visualization and Computer Graphics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001574230","display_name":"R. R. O. da Silva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silva, Renato Rodrigues Oliveira Da","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051275162","display_name":"S. Feringa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feringa, Sander","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007288104","display_name":"M. Emre Celebi","orcid":"https://orcid.org/0000-0002-2721-6317"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Celebi, M. Emre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015267493","display_name":"Alexandre X. Falc\u00e3o","orcid":"https://orcid.org/0000-0002-2914-5380"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Falc\u00e3o, Alexandre X.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024074640","display_name":"Alexandru Telea","orcid":"https://orcid.org/0000-0003-0750-0502"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Telea, Alexandru C.","raw_affiliation_strings":["Scientific Visualization and Computer Graphics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Visualization and Computer Graphics","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3516,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90130636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9664999842643738,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9664999842643738,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9438999891281128,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7411786913871765},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.649720311164856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6037664413452148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5694395303726196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5224260687828064},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5051711201667786},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48130670189857483},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4506079852581024},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4273563623428345},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4074598252773285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2575104534626007}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7411786913871765},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.649720311164856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6037664413452148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694395303726196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5224260687828064},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5051711201667786},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48130670189857483},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4506079852581024},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4273563623428345},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4074598252773285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2575104534626007},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:pure.rug.nl:publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","pdf_url":"https://pure.rug.nl/ws/files/31795022/paper2.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Rauber , P E , Silva , R R O D , Feringa , S , Celebi , M E , Falcao , A X , Telea , A C , Bertini , E (ed.) &amp; Roberts , J C (ed.) 2015 , ' Interactive image feature selection aided by dimensionality reduction ' , Paper presented at EuroVis Workshop on Visual Analytics (2015 , Cagliari, Sardinia , Italy , 25/05/2015 - 26/05/2015 pp. 67-74 .","raw_type":"conferenceObject"},{"id":"doi:10.2312/eurova.20151098","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20151098","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"mag:2287652005","is_oa":false,"landing_page_url":"https://pure.rug.nl/ws/files/31795022/paper2.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/23969299-8895-4b26-879f-4ea8f2d3dbb9","pdf_url":"https://pure.rug.nl/ws/files/31795022/paper2.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Rauber , P E , Silva , R R O D , Feringa , S , Celebi , M E , Falcao , A X , Telea , A C , Bertini , E (ed.) &amp; Roberts , J C (ed.) 2015 , ' Interactive image feature selection aided by dimensionality reduction ' , Paper presented at EuroVis Workshop on Visual Analytics (2015 , Cagliari, Sardinia , Italy , 25/05/2015 - 26/05/2015 pp. 67-74 .","raw_type":"conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2287652005.pdf","grobid_xml":"https://content.openalex.org/works/W2287652005.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2187089797","https://openalex.org/W2128021408","https://openalex.org/W2079272025","https://openalex.org/W2240244444","https://openalex.org/W2187313577","https://openalex.org/W2093472642","https://openalex.org/W2120013563","https://openalex.org/W2784131343","https://openalex.org/W2728444372","https://openalex.org/W2467197661","https://openalex.org/W2322815201","https://openalex.org/W2162825485","https://openalex.org/W2068255160","https://openalex.org/W2015887364","https://openalex.org/W2016330620","https://openalex.org/W2123565561","https://openalex.org/W2073293491","https://openalex.org/W3164923505","https://openalex.org/W2106200110","https://openalex.org/W2140053341"],"abstract_inverted_index":{"Feature":[0],"selection":[1,15,70,92],"is":[2],"an":[3],"important":[4],"step":[5],"in":[6,40],"designing":[7],"image":[8,72,96],"classification":[9],"systems.":[10],"While":[11],"many":[12],"automatic":[13],"feature":[14,42,91],"methods":[16],"exist,":[17],"most":[18],"of":[19,50,56,71,90],"them":[20],"are":[21],"opaque":[22],"to":[23,33],"their":[24],"users.":[25],"We":[26,83],"consider":[27],"that":[28],"users":[29],"should":[30],"be":[31],"able":[32],"gain":[34],"insight":[35],"into":[36],"how":[37],"observations":[38],"behave":[39],"the":[41,48,54,88],"space,":[43],"since":[44],"this":[45,60],"may":[46],"allow":[47],"design":[49],"better":[51],"features":[52,73],"and":[53,68,79],"incorporation":[55],"domain":[57],"knowledge.":[58],"For":[59],"purpose,":[61],"we":[62],"propose":[63],"a":[64],"methodology":[65],"for":[66,93],"interactive":[67],"iterative":[69],"aided":[74],"by":[75],"dimensionality":[76],"reduction":[77],"plots":[78],"complementary":[80],"exploration":[81],"tools.":[82],"evaluate":[84],"our":[85],"proposal":[86],"on":[87],"problem":[89],"skin":[94],"lesion":[95],"classification.":[97]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
