{"id":"https://openalex.org/W2607731345","doi":"https://doi.org/10.1109/icpr.2016.7899998","title":"Bag of Embedded Words learning for text retrieval","display_name":"Bag of Embedded Words learning for text retrieval","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2607731345","doi":"https://doi.org/10.1109/icpr.2016.7899998","mag":"2607731345"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2016.7899998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7899998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-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/A5061050264","display_name":"Nikolaos Passalis","orcid":"https://orcid.org/0000-0003-1177-9139"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikolaos Passalis","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041054091","display_name":"Anastasios Tefas","orcid":"https://orcid.org/0000-0003-1288-3667"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Tefas","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061050264"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":0.668,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78773894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"abs 1412 6980","issue":null,"first_page":"2416","last_page":"2421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987000226974487,"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":0.8334126472473145},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6802647113800049},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6691562533378601},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6660304665565491},{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.6523456573486328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6332417130470276},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.5944494009017944},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5561521649360657},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5553622245788574},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5475354194641113},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5398051738739014},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5252121090888977},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4620373249053955},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43751391768455505},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42436423897743225},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.4109601080417633},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.29739123582839966},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12122386693954468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334126472473145},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6802647113800049},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6691562533378601},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6660304665565491},{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.6523456573486328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6332417130470276},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.5944494009017944},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5561521649360657},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5553622245788574},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5475354194641113},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5398051738739014},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5252121090888977},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4620373249053955},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43751391768455505},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42436423897743225},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4109601080417633},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.29739123582839966},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12122386693954468},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2016.7899998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7899998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W98760067","https://openalex.org/W100623710","https://openalex.org/W168564468","https://openalex.org/W941230081","https://openalex.org/W1522301498","https://openalex.org/W1652450286","https://openalex.org/W1880262756","https://openalex.org/W2020920215","https://openalex.org/W2058558406","https://openalex.org/W2078474587","https://openalex.org/W2124386111","https://openalex.org/W2131846894","https://openalex.org/W2153579005","https://openalex.org/W2250539671","https://openalex.org/W2319521425","https://openalex.org/W2363897479","https://openalex.org/W2964121744","https://openalex.org/W4213009331","https://openalex.org/W4244975643","https://openalex.org/W4250857377","https://openalex.org/W4252087537","https://openalex.org/W4294170691","https://openalex.org/W6624664881","https://openalex.org/W6631190155","https://openalex.org/W6639619044","https://openalex.org/W6682691769","https://openalex.org/W6707428140"],"related_works":["https://openalex.org/W4286432911","https://openalex.org/W1615295117","https://openalex.org/W2277784908","https://openalex.org/W2083537754","https://openalex.org/W2970435854","https://openalex.org/W2035094092","https://openalex.org/W2158102958","https://openalex.org/W2587721114","https://openalex.org/W2785849639","https://openalex.org/W2045213079"],"abstract_inverted_index":{"The":[0,15,82],"word":[1,22,68],"embedding":[2,23,69],"models":[3],"are":[4,98],"capable":[5],"of":[6,11,17,21,36,73],"capturing":[7],"the":[8,12,32,37,52,67,71,74,87,95,102,118,122,129,138,142],"semantic":[9],"content":[10],"textual":[13],"words.":[14],"process":[16],"extracting":[18],"a":[19,26,60],"set":[20],"vectors":[24],"from":[25],"text":[27,78,112],"document":[28],"is":[29,41,80,108],"similar":[30],"to":[31,51,86,100,135],"feature":[33],"extraction":[34],"step":[35],"Bag-of-Features":[38],"pipeline,":[39],"which":[40],"usually":[42],"used":[43],"in":[44,94],"computer":[45],"vision":[46],"tasks.":[47],"That":[48],"gives":[49],"rise":[50],"Bag-of-Embedded":[53],"Words":[54],"(BoEW)":[55],"model.":[56],"In":[57],"this":[58],"paper":[59],"novel":[61],"learning":[62],"technique":[63,124],"that":[64,90,92,114,133],"optimizes":[65],"both":[66,137],"and":[70,106,141],"codebook":[72],"BoEW":[75],"model":[76],"towards":[77],"retrieval":[79,119,139],"proposed.":[81],"proposed":[83,123],"method":[84],"adheres":[85],"cluster":[88,97],"hypothesis":[89],"states":[91],"points":[93],"same":[96,103],"likely":[99],"fulfill":[101],"information":[104],"need":[105],"it":[107],"demonstrated,":[109],"using":[110],"two":[111],"datasets,":[113],"can":[115],"significantly":[116],"increase":[117],"precision.":[120],"Finally,":[121],"uses":[125],"smaller":[126],"representations":[127],"than":[128],"competitive":[130],"representation":[131],"methods,":[132],"allows":[134],"reduce":[136],"time":[140],"storage":[143],"requirements.":[144]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
