{"id":"https://openalex.org/W3157881442","doi":"https://doi.org/10.26180/5c53bf3eadb54","title":"Understanding High Dimensional Visual Data","display_name":"Understanding High Dimensional Visual Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W3157881442","doi":"https://doi.org/10.26180/5c53bf3eadb54","mag":"3157881442"},"language":"en","primary_location":{"id":"pmh:oai:figshare.com:article/7658531","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079419354","display_name":"Benjamin John Harwood","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"BENJAMIN JOHN HARWOOD","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079419354"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23681922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9416000247001648,"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":0.9416000247001648,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9259999990463257,"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/computer-science","display_name":"Computer science","score":0.6602688431739807},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.6176925897598267},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5176815986633301},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.50364750623703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45899301767349243}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6602688431739807},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.6176925897598267},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5176815986633301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.50364750623703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45899301767349243},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:figshare.com:article/7658531","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"mag:3157881442","is_oa":false,"landing_page_url":"https://bridges.monash.edu/articles/thesis/Understanding_High_Dimensional_Visual_Data/7658531","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},{"id":"doi:10.26180/5c53bf3eadb54","is_oa":true,"landing_page_url":"https://doi.org/10.26180/5c53bf3eadb54","pdf_url":null,"source":{"id":"https://openalex.org/S7407052105","display_name":"Monash University","issn_l":null,"issn":[],"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":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/7658531","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3131165010","https://openalex.org/W2963177331","https://openalex.org/W2154559462","https://openalex.org/W3045097470","https://openalex.org/W2562483444","https://openalex.org/W3213225326","https://openalex.org/W3196335674","https://openalex.org/W782879650","https://openalex.org/W2623513356","https://openalex.org/W3202372128","https://openalex.org/W2081613070","https://openalex.org/W2466816330","https://openalex.org/W3134025030","https://openalex.org/W2648239822","https://openalex.org/W35490052","https://openalex.org/W2612467493","https://openalex.org/W2797973029","https://openalex.org/W3187494166","https://openalex.org/W2911368631","https://openalex.org/W2986685865"],"abstract_inverted_index":{"Researchers":[0],"are":[1],"increasingly":[2],"using":[3],"digital":[4],"images":[5],"to":[6,10,37],"teach":[7],"machines":[8],"how":[9,46],"see":[11],"and":[12,29,45,81],"understand":[13],"our":[14,95],"physical":[15],"world.":[16],"While":[17],"conventional":[18],"wisdom":[19],"states":[20],"that":[21,93],"a":[22,26,40],"picture":[23,41],"is":[24,31,34,42],"worth":[25,44],"thousand":[27],"words":[28],"seeing":[30],"believing,":[32],"it":[33],"now":[35],"important":[36],"ask":[38],"what":[39],"really":[43],"much":[47],"trust":[48],"we":[49],"can":[50],"place":[51],"in":[52],"vision":[53,65],"alone.":[54],"This":[55],"thesis":[56],"has":[57],"focused":[58],"on":[59],"the":[60],"advancement":[61],"of":[62,77],"these":[63],"computer":[64],"systems.":[66],"The":[67],"algorithms":[68],"produced":[69],"by":[70],"this":[71],"research":[72],"have":[73],"established":[74],"new":[75,89],"levels":[76],"efficiency":[78],"for":[79,98],"retrieving":[80],"comparing":[82],"visual":[83,101],"data,":[84],"as":[85,87],"well":[86],"defining":[88],"machine":[90],"learning":[91],"techniques":[92],"extend":[94],"current":[96],"capacity":[97],"automating":[99],"complex":[100],"tasks.":[102]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
