{"id":"https://openalex.org/W3030891763","doi":"https://doi.org/10.1007/978-3-030-49186-4_21","title":"Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features","display_name":"Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3030891763","doi":"https://doi.org/10.1007/978-3-030-49186-4_21","mag":"3030891763","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7256560"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-49186-4_21","doi":"https://doi.org/10.1007/978-3-030-49186-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49186-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-4238","issn":["1868-4238","1868-422X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W3029515189","display_name":"Artificial Intelligence Applications and Innovations"},"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7256560/pdf/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058453570","display_name":"Rui Ribeiro","orcid":"https://orcid.org/0000-0001-8078-4148","observed_orcids":["https://orcid.org/0000-0001-8078-4148"]},"institutions":[{"id":"https://openalex.org/I4210090193","display_name":"Centro de Computa\u00e7\u00e3o Gr\u00e1fica","ror":"https://ror.org/00aahnw66","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210090193"]},{"id":"https://openalex.org/I4405252451","display_name":"Centro ALGORITMI","ror":"https://ror.org/05w8p0566","country_code":"PT","type":"education","lineage":["https://openalex.org/I4405252451"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Ribeiro","raw_affiliation_strings":["ALGORITMI Centre, Department of Information Systems, University of Minho, Guimar\u00e3es, Portugal","EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8078-4148","affiliations":[{"raw_affiliation_string":"ALGORITMI Centre, Department of Information Systems, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I4405252451","https://openalex.org/I99682543"]},{"raw_affiliation_string":"EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I4210090193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014796819","display_name":"Andre Luiz Pilastri","orcid":"https://orcid.org/0000-0002-4380-3220","observed_orcids":["https://orcid.org/0000-0002-4380-3220"]},"institutions":[{"id":"https://openalex.org/I4210090193","display_name":"Centro de Computa\u00e7\u00e3o Gr\u00e1fica","ror":"https://ror.org/00aahnw66","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210090193"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Pilastri","raw_affiliation_strings":["EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4380-3220","affiliations":[{"raw_affiliation_string":"EPMQ - IT Engineering Maturity and Quality Lab, CCG ZGDV Institute, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I4210090193"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Carla Moura","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carla Moura","raw_affiliation_strings":["Riopele, Pousada de Saramagos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Riopele, Pousada de Saramagos, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Filipe Rodrigues","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210099170","display_name":"Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal","ror":"https://ror.org/011zg5725","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210099170"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Rodrigues","raw_affiliation_strings":["CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal","institution_ids":["https://openalex.org/I4210099170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103248179","display_name":"Rita Rocha","orcid":"https://orcid.org/0000-0001-5463-2650","observed_orcids":["https://orcid.org/0000-0001-5463-2650"]},"institutions":[{"id":"https://openalex.org/I4210099170","display_name":"Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal","ror":"https://ror.org/011zg5725","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210099170"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rita Rocha","raw_affiliation_strings":["CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal","institution_ids":["https://openalex.org/I4210099170"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jos\u00e9 Morgado","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210099170","display_name":"Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal","ror":"https://ror.org/011zg5725","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210099170"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Morgado","raw_affiliation_strings":["CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITEVE - Centro Tecnol\u00f3gico das Ind\u00fastrias T\u00eaxtil e do Vestu\u00e1rio de Portugal, Familic\u00e3o, Portugal","institution_ids":["https://openalex.org/I4210099170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077829125","display_name":"Paulo Cesar Cortez","orcid":"https://orcid.org/0000-0002-7991-2090","observed_orcids":["https://orcid.org/0000-0002-7991-2090","https://orcid.org/0000-0002-4020-3019"]},"institutions":[{"id":"https://openalex.org/I4405252451","display_name":"Centro ALGORITMI","ror":"https://ror.org/05w8p0566","country_code":"PT","type":"education","lineage":["https://openalex.org/I4405252451"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Paulo Cortez","raw_affiliation_strings":["ALGORITMI Centre, Department of Information Systems, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7991-2090","affiliations":[{"raw_affiliation_string":"ALGORITMI Centre, Department of Information Systems, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I4405252451","https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077829125"],"corresponding_institution_ids":["https://openalex.org/I4405252451","https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":9.3991,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98329356,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"AICT-584","issue":"Part II","first_page":"244","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.6729000210762024,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.6729000210762024,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.22120000422000885,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.022299999371170998,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/woven-fabrics","display_name":"woven fabrics","score":0.9940000176429749},{"id":"https://openalex.org/keywords/fabric-properties","display_name":"fabric properties","score":0.6700000166893005},{"id":"https://openalex.org/keywords/automated-machine-learning","display_name":"automated machine learning","score":0.9369999766349792},{"id":"https://openalex.org/keywords/abrasion-resistance","display_name":"abrasion resistance","score":0.7110000252723694},{"id":"https://openalex.org/keywords/elasticity","display_name":"elasticity","score":0.8009999990463257},{"id":"https://openalex.org/keywords/pilling","display_name":"pilling","score":0.9919999837875366},{"id":"https://openalex.org/keywords/property-prediction","display_name":"property prediction","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.694958508014679},{"id":"https://openalex.org/C164767435","wikidata":"https://www.wikidata.org/wiki/Q28823","display_name":"Textile","level":2,"score":0.6420091390609741},{"id":"https://openalex.org/C2777297030","wikidata":"https://www.wikidata.org/wiki/Q1314278","display_name":"Woven fabric","level":2,"score":0.5967010259628296},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5596101880073547},{"id":"https://openalex.org/C518936366","wikidata":"https://www.wikidata.org/wiki/Q607081","display_name":"Textile industry","level":2,"score":0.4971626102924347},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4756191074848175},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.465829074382782},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.41856229305267334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39459002017974854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.384552538394928},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.36588385701179504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3641124665737152},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35448241233825684},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.20522558689117432},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.13387233018875122},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.10813826322555542},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08661019802093506},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-49186-4_21","doi":"https://doi.org/10.1007/978-3-030-49186-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49186-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-4238","issn":["1868-4238","1868-422X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:7256560","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7256560/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7256560/pdf/","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Applications and Innovations","raw_type":"Text"},{"id":"pmh:oai:HAL:hal-04060669v1","doi":null,"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04060669","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"16th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2020, Neos Marmaras, Greece. pp.244-255, &#x27E8;10.1007/978-3-030-49186-4_21&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/66814","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/66814","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:repositorium.uminho.pt:1822/66814","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/66814","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7256560","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7256560/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7256560/pdf/","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Applications and Innovations","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3030891763.pdf","grobid_xml":"https://content.openalex.org/works/W3030891763.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W609155490","https://openalex.org/W1560042744","https://openalex.org/W1982020137","https://openalex.org/W2056132907","https://openalex.org/W2088794999","https://openalex.org/W2108721666","https://openalex.org/W2121592432","https://openalex.org/W2140190241","https://openalex.org/W2153095534","https://openalex.org/W2158140101","https://openalex.org/W2161336914","https://openalex.org/W2282861635","https://openalex.org/W2295598076","https://openalex.org/W2500000537","https://openalex.org/W2549132076","https://openalex.org/W2764031900","https://openalex.org/W2801490189","https://openalex.org/W2898847074","https://openalex.org/W2911964244","https://openalex.org/W2914369697","https://openalex.org/W2955219525","https://openalex.org/W3010860902","https://openalex.org/W3027806095","https://openalex.org/W3102476541","https://openalex.org/W3126041148","https://openalex.org/W4230737036","https://openalex.org/W4253123995"],"related_works":["https://openalex.org/W3027806095","https://openalex.org/W7108204984","https://openalex.org/W7117406862","https://openalex.org/W3133433244","https://openalex.org/W4367842874","https://openalex.org/W4400927023","https://openalex.org/W4413853854","https://openalex.org/W7151087736","https://openalex.org/W7161985912","https://openalex.org/W3083284212"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2020-06-05T00:00:00"}
