{"id":"https://openalex.org/W2117495228","doi":"https://doi.org/10.1007/s10115-010-0348-2","title":"Obtaining scalable and accurate classification in large-scale spatio-temporal domains","display_name":"Obtaining scalable and accurate classification in large-scale spatio-temporal domains","publication_year":2010,"publication_date":"2010-11-03","ids":{"openalex":"https://openalex.org/W2117495228","doi":"https://doi.org/10.1007/s10115-010-0348-2","mag":"2117495228"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-010-0348-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-010-0348-2","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","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/A5072169181","display_name":"Igor Vainer","orcid":"https://orcid.org/0000-0002-8379-1762"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Igor Vainer","raw_affiliation_strings":["Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103213461","display_name":"Sarit Kraus","orcid":"https://orcid.org/0000-0003-4672-623X"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Sarit Kraus","raw_affiliation_strings":["Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012168199","display_name":"Gal A. Kaminka","orcid":"https://orcid.org/0000-0001-8341-322X"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Gal A. Kaminka","raw_affiliation_strings":["Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bar-Ilan University, 52900, Ramat Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039459387","display_name":"Hamutal Slovin","orcid":"https://orcid.org/0000-0001-6350-8141"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Hamutal Slovin","raw_affiliation_strings":["The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, 52900, Ramat Gan, Israel","The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, 52900, Ramat Gan, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, 52900, Ramat Gan, Israel","institution_ids":["https://openalex.org/I13955877"]},{"raw_affiliation_string":"The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, 52900, Ramat Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072169181"],"corresponding_institution_ids":["https://openalex.org/I13955877"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.6194,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85495993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"3","first_page":"527","last_page":"564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9807999730110168,"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":0.9807999730110168,"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/T10320","display_name":"Neural Networks and Applications","score":0.9767000079154968,"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/T10057","display_name":"Face and Expression Recognition","score":0.972100019454956,"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":0.7196161150932312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5952267050743103},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5718020796775818},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5525484085083008},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.525897204875946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5210027694702148},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4524208605289459},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.45105990767478943},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45038628578186035},{"id":"https://openalex.org/keywords/temporal-resolution","display_name":"Temporal resolution","score":0.4387494921684265},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43424880504608154},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4295193552970886},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4282502233982086},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42758113145828247},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4265536963939667},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.42044156789779663},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37513065338134766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37051230669021606},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09950655698776245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09698054194450378},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09633064270019531},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09229734539985657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7196161150932312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5952267050743103},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5718020796775818},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5525484085083008},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.525897204875946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5210027694702148},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4524208605289459},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.45105990767478943},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45038628578186035},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.4387494921684265},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43424880504608154},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4295193552970886},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4282502233982086},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42758113145828247},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4265536963939667},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.42044156789779663},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37513065338134766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37051230669021606},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09950655698776245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09698054194450378},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09633064270019531},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09229734539985657},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10115-010-0348-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-010-0348-2","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.160.430","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.biu.ac.il/~galk/Publications/Papers/igor-msc.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.258.2121","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.258.2121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.biu.ac.il/%7Egalk/Publications/Papers/kais10.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.261.2114","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.261.2114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.biu.ac.il/%7Esarit/data/articles/igor2011.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W151109738","https://openalex.org/W161049316","https://openalex.org/W1496415185","https://openalex.org/W1511586888","https://openalex.org/W1513170560","https://openalex.org/W1549211887","https://openalex.org/W1570448133","https://openalex.org/W1729601509","https://openalex.org/W1747314365","https://openalex.org/W1800549457","https://openalex.org/W1963563380","https://openalex.org/W1969017743","https://openalex.org/W1976538131","https://openalex.org/W1978641546","https://openalex.org/W1997273973","https://openalex.org/W2006047855","https://openalex.org/W2007483873","https://openalex.org/W2021403177","https://openalex.org/W2036084760","https://openalex.org/W2041716195","https://openalex.org/W2041853331","https://openalex.org/W2058998939","https://openalex.org/W2077477064","https://openalex.org/W2095223744","https://openalex.org/W2101267652","https://openalex.org/W2107080486","https://openalex.org/W2112532472","https://openalex.org/W2114915142","https://openalex.org/W2117593965","https://openalex.org/W2118578744","https://openalex.org/W2133298001","https://openalex.org/W2137348364","https://openalex.org/W2137669462","https://openalex.org/W2137797688","https://openalex.org/W2140190241","https://openalex.org/W2140899075","https://openalex.org/W2142526407","https://openalex.org/W2143426320","https://openalex.org/W2155380465","https://openalex.org/W2159383776","https://openalex.org/W2166898198","https://openalex.org/W2612972698","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W2347213675","https://openalex.org/W2749064290","https://openalex.org/W2548591617","https://openalex.org/W3127217315","https://openalex.org/W2036439084","https://openalex.org/W3211035526","https://openalex.org/W2772780115","https://openalex.org/W2345184372","https://openalex.org/W2592385986","https://openalex.org/W2152845367"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
