{"id":"https://openalex.org/W4410313125","doi":"https://doi.org/10.1007/s41060-025-00794-z","title":"Enhanced instance selection for large-scale data using integrated clustering and autoencoder techniques","display_name":"Enhanced instance selection for large-scale data using integrated clustering and autoencoder techniques","publication_year":2025,"publication_date":"2025-05-13","ids":{"openalex":"https://openalex.org/W4410313125","doi":"https://doi.org/10.1007/s41060-025-00794-z"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00794-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00794-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5054265581","display_name":"Mohammad Ali Nazari","orcid":"https://orcid.org/0000-0002-0340-994X"},"institutions":[{"id":"https://openalex.org/I4210122540","display_name":"Islamic Azad University of Birjand","ror":"https://ror.org/02p42am41","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210122540"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Nazari","raw_affiliation_strings":["Faculty of Engineering, Department of Computer Engineering, Islamic Azad University, Birjand, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Department of Computer Engineering, Islamic Azad University, Birjand, Iran","institution_ids":["https://openalex.org/I4210122540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018351868","display_name":"Hamid Saadatfar","orcid":"https://orcid.org/0000-0002-6130-8450"},"institutions":[{"id":"https://openalex.org/I97626857","display_name":"University of Birjand","ror":"https://ror.org/03g4hym73","country_code":"IR","type":"education","lineage":["https://openalex.org/I97626857"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hamid Saadatfar","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Birjand, Birjand, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Birjand, Birjand, Iran","institution_ids":["https://openalex.org/I97626857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018351868"],"corresponding_institution_ids":["https://openalex.org/I97626857"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.7312,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86279117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"20","issue":"6","first_page":"5585","last_page":"5602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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":0.9761000275611877,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8512485027313232},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.697371244430542},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.626076340675354},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6113531589508057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939018726348877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48118072748184204},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4566163420677185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.390095055103302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3302781581878662},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1494588851928711},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1360262930393219},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09106412529945374}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8512485027313232},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.697371244430542},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.626076340675354},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6113531589508057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939018726348877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48118072748184204},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4566163420677185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.390095055103302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3302781581878662},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1494588851928711},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1360262930393219},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09106412529945374}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00794-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00794-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1473627731","https://openalex.org/W1583107949","https://openalex.org/W1601142477","https://openalex.org/W1985157189","https://openalex.org/W1991622368","https://openalex.org/W1991862382","https://openalex.org/W2040775130","https://openalex.org/W2087327261","https://openalex.org/W2100495367","https://openalex.org/W2114060717","https://openalex.org/W2122496402","https://openalex.org/W2132870739","https://openalex.org/W2133576408","https://openalex.org/W2138181354","https://openalex.org/W2142838865","https://openalex.org/W2144313983","https://openalex.org/W2158724449","https://openalex.org/W2168628284","https://openalex.org/W2168873314","https://openalex.org/W2168983954","https://openalex.org/W2172174689","https://openalex.org/W2587428921","https://openalex.org/W2777922598","https://openalex.org/W2809353976","https://openalex.org/W2992054303","https://openalex.org/W3004728109","https://openalex.org/W3011667710","https://openalex.org/W3156809662","https://openalex.org/W3159854045","https://openalex.org/W3168524505","https://openalex.org/W3174928120","https://openalex.org/W3177705725","https://openalex.org/W3185821901","https://openalex.org/W3197716620","https://openalex.org/W4220775924","https://openalex.org/W4284712114","https://openalex.org/W4284713787","https://openalex.org/W4298882835","https://openalex.org/W4379795320","https://openalex.org/W4386189822","https://openalex.org/W4388161525","https://openalex.org/W4390187487","https://openalex.org/W4393386052","https://openalex.org/W4394985561","https://openalex.org/W4399995804","https://openalex.org/W4400016733","https://openalex.org/W4400071971","https://openalex.org/W4402263006","https://openalex.org/W4405386671","https://openalex.org/W6600708453"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W2145836866"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
