{"id":"https://openalex.org/W4388336589","doi":"https://doi.org/10.1007/978-3-031-46338-9_23","title":"A Comparative Study of\u00a0the\u00a0Impact of\u00a0Different First Order Optimizers on\u00a0the\u00a0Learning Process of\u00a0UNet for\u00a0Change Detection Task","display_name":"A Comparative Study of\u00a0the\u00a0Impact of\u00a0Different First Order Optimizers on\u00a0the\u00a0Learning Process of\u00a0UNet for\u00a0Change Detection Task","publication_year":2023,"publication_date":"2023-11-04","ids":{"openalex":"https://openalex.org/W4388336589","doi":"https://doi.org/10.1007/978-3-031-46338-9_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-46338-9_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-46338-9_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5104193213","display_name":"Basma Dokkar","orcid":null},"institutions":[{"id":"https://openalex.org/I114564095","display_name":"University of Ouargla","ror":"https://ror.org/05amrd548","country_code":"DZ","type":"education","lineage":["https://openalex.org/I114564095"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Basma Dokkar","raw_affiliation_strings":["Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]},{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093193419","display_name":"Bouthaina Meddour","orcid":null},"institutions":[{"id":"https://openalex.org/I114564095","display_name":"University of Ouargla","ror":"https://ror.org/05amrd548","country_code":"DZ","type":"education","lineage":["https://openalex.org/I114564095"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bouthaina Meddour","raw_affiliation_strings":["Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]},{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084984969","display_name":"Khadra Bouanane","orcid":"https://orcid.org/0000-0001-9018-076X"},"institutions":[{"id":"https://openalex.org/I114564095","display_name":"University of Ouargla","ror":"https://ror.org/05amrd548","country_code":"DZ","type":"education","lineage":["https://openalex.org/I114564095"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Khadra Bouanane","raw_affiliation_strings":["Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria"],"raw_orcid":"https://orcid.org/0000-0001-9018-076X","affiliations":[{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]},{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003420749","display_name":"Mebarka Allaoui","orcid":"https://orcid.org/0000-0002-1175-6087"},"institutions":[{"id":"https://openalex.org/I114564095","display_name":"University of Ouargla","ror":"https://ror.org/05amrd548","country_code":"DZ","type":"education","lineage":["https://openalex.org/I114564095"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mebarka Allaoui","raw_affiliation_strings":["Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-1175-6087","affiliations":[{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d\u2019Intelligence Artificielle et Technologies de l\u2019Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]},{"raw_affiliation_string":"Computer Science and IT Department, Laboratoire d'Intelligence Artificielle et Technologies de l'Information, LINATI, Kasdi Merbah University, Ouargla, Algeria","institution_ids":["https://openalex.org/I114564095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035078864","display_name":"Mohammed Lamine Kherfi","orcid":"https://orcid.org/0000-0003-1017-1113"},"institutions":[{"id":"https://openalex.org/I4387154306","display_name":"National School of Artificial Intelligence","ror":"https://ror.org/02pe71j59","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4387154306"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Lamine Kherfi","raw_affiliation_strings":["The National Higher School of Artificial Intelligence, ENSIA, Algiers, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-1017-1113","affiliations":[{"raw_affiliation_string":"The National Higher School of Artificial Intelligence, ENSIA, Algiers, Algeria","institution_ids":["https://openalex.org/I4387154306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5104193213"],"corresponding_institution_ids":["https://openalex.org/I114564095"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45851528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9921000003814697,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.652452290058136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6300013661384583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5593772530555725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5141732692718506},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.48881837725639343},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.43739259243011475},{"id":"https://openalex.org/keywords/adaptive-optimization","display_name":"Adaptive optimization","score":0.43394750356674194},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.43384701013565063},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42144298553466797},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.417688250541687},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4086426794528961}],"concepts":[{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.652452290058136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6300013661384583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5593772530555725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5141732692718506},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.48881837725639343},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.43739259243011475},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.43394750356674194},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.43384701013565063},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42144298553466797},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.417688250541687},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4086426794528961},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-46338-9_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-46338-9_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1980287119","https://openalex.org/W2020999375","https://openalex.org/W2036798369","https://openalex.org/W2292929658","https://openalex.org/W2798391154","https://openalex.org/W2884276099","https://openalex.org/W2891248708","https://openalex.org/W2896365540","https://openalex.org/W2908624219","https://openalex.org/W2913292019","https://openalex.org/W2951991161","https://openalex.org/W2965857035","https://openalex.org/W2966542792","https://openalex.org/W2986028557","https://openalex.org/W3000724186","https://openalex.org/W3038091703","https://openalex.org/W3080805846","https://openalex.org/W3099831940","https://openalex.org/W3104369000","https://openalex.org/W3106909982","https://openalex.org/W3112139896","https://openalex.org/W3135524381","https://openalex.org/W3136021864","https://openalex.org/W3176244435","https://openalex.org/W3199054352","https://openalex.org/W3214473442","https://openalex.org/W4296710431"],"related_works":["https://openalex.org/W2895097035","https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W3020853991","https://openalex.org/W4362706668","https://openalex.org/W4231621013","https://openalex.org/W3007093918","https://openalex.org/W3171021120"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}