{"id":"https://openalex.org/W7130523322","doi":"https://doi.org/10.1007/978-3-032-17933-3_8","title":"Counting of\u00a0Students in\u00a0Educational Environments Using Pretrained Convolutional Neural Networks","display_name":"Counting of\u00a0Students in\u00a0Educational Environments Using Pretrained Convolutional Neural Networks","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130523322","doi":"https://doi.org/10.1007/978-3-032-17933-3_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-17933-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17933-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5126437264","display_name":"Lizeth Meza Alegr\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105205","display_name":"Universidad Del Valle De Cuernavaca","ror":"https://ror.org/01deq2m43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210105205"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Lizeth Meza Alegr\u00eda","raw_affiliation_strings":["Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0009-0002-7642-9658","affiliations":[{"raw_affiliation_string":"Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210105205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121690930","display_name":"Jos\u00e9 Alberto Hern\u00e1ndez-Aguilar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105205","display_name":"Universidad Del Valle De Cuernavaca","ror":"https://ror.org/01deq2m43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210105205"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Jose Alberto Hernandez-Aguilar","raw_affiliation_strings":["Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-5184-0005","affiliations":[{"raw_affiliation_string":"Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210105205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038909274","display_name":"Maria Yasmin Hernandez Perez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138655","display_name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico","ror":"https://ror.org/0314ecq26","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210138655"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Yasm\u00edn Hern\u00e1ndez P\u00e9rez","raw_affiliation_strings":["Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico - CENIDET, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8842-0899","affiliations":[{"raw_affiliation_string":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico - CENIDET, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210138655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126414272","display_name":"Pedro Moreno Bernal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105205","display_name":"Universidad Del Valle De Cuernavaca","ror":"https://ror.org/01deq2m43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210105205"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pedro Moreno Bernal","raw_affiliation_strings":["Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2811-5331","affiliations":[{"raw_affiliation_string":"Facultad de Contadur\u00eda, Administraci\u00f3n e Inform\u00e1tica - UAEMor, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210105205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021487491","display_name":"Outmane Oubram","orcid":"https://orcid.org/0000-0003-2783-7364"},"institutions":[{"id":"https://openalex.org/I4210105205","display_name":"Universidad Del Valle De Cuernavaca","ror":"https://ror.org/01deq2m43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210105205"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Outmane Oubram","raw_affiliation_strings":["Facultad de Ciencias Qu\u00edmica e Ingenier\u00eda - UAEMor, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2783-7364","affiliations":[{"raw_affiliation_string":"Facultad de Ciencias Qu\u00edmica e Ingenier\u00eda - UAEMor, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210105205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002837395","display_name":"V\u00edctor Pacheco-Valencia","orcid":"https://orcid.org/0000-0001-8834-4710"},"institutions":[{"id":"https://openalex.org/I4210105205","display_name":"Universidad Del Valle De Cuernavaca","ror":"https://ror.org/01deq2m43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210105205"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"V\u00edctor Pacheco-Valencia","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Ingenier\u00eda y Ciencias Aplicadas - UAEMor, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8834-4710","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Ingenier\u00eda y Ciencias Aplicadas - UAEMor, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I4210105205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126403880","display_name":"Julio Cesar Ponce Gallegos","orcid":null},"institutions":[{"id":"https://openalex.org/I190103667","display_name":"Autonomous University of Aguascalientes","ror":"https://ror.org/03ec8vy26","country_code":"MX","type":"education","lineage":["https://openalex.org/I190103667"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Julio Cesar Ponce Gallegos","raw_affiliation_strings":["Universidad Aut\u00f3noma de Aguascalientes, Cuernavaca, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1062-5288","affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Aguascalientes, Cuernavaca, Mexico","institution_ids":["https://openalex.org/I190103667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121690930"],"corresponding_institution_ids":["https://openalex.org/I4210105205"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.08579999953508377,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.08579999953508377,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.057500001043081284,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.028599999845027924,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7016000151634216},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5925999879837036},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5149999856948853},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46700000762939453},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4410000145435333},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.40779998898506165},{"id":"https://openalex.org/keywords/attendance","display_name":"Attendance","score":0.40310001373291016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8959000110626221},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7016000151634216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6227999925613403},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5925999879837036},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5149999856948853},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4580000042915344},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4410000145435333},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.40310001373291016},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C162984825","wikidata":"https://www.wikidata.org/wiki/Q339072","display_name":"Database normalization","level":3,"score":0.3504999876022339},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.33660000562667847},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.322299987077713},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.263700008392334},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-17933-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17933-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4285095110","https://openalex.org/W4404523552","https://openalex.org/W4407549005","https://openalex.org/W4408659767"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-19T00:00:00"}
