Publicação
Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022
| Resumo: | This CCIS volume 1754 contains the refereed proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications (OL2A 2022), a hybrid event held during October 24–25, 2022. OL2A 2022 provided a space for the research community on optimization and learning to get together and share the latest developments, trends, and techniques, as well as to develop new paths and collaborations. The conference had more than three hundred participants in an online and face-to-face environment throughout two days, discussing topics associated with optimization and learning, such as state-of-the-art applications related to multi-objective optimization, optimization for machine learning, robotics, health informatics, data analysis, optimization and learning under uncertainty, and Industry 4.0. Five special sessions were organized under the following topics: Trends in Engineering Education, Optimization in Control Systems Design, Measurements with the Internet of Things, Advances and Optimization in Cyber-Physical Systems, and Computer Vision Based on Learning Algorithms. The OL2A 2022 program included presentations of 56 accepted papers. All papers were carefully reviewed and selected from 145 submissions in an single-blind process. All the reviews were carefully carried out by a scientific committee of 102 qualified researchers from 21 countries, with each submission receiving at least 3 reviews. We would like to thank everyone who helped to make OL2A 2022 a success and hope that you enjoy reading this volume. |
|---|---|
| Autores principais: | Pereira, Ana I. (Ed.) |
| Outros Autores: | Andrej, Košir (Ed.); Fernandes, Florbela P. (Ed.); Pacheco, Maria F. (Ed.); Teixeira, João Paulo (Ed.); Lopes, Rui Pedro (Ed.) |
| Assunto: | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| Ano: | 2022 |
| País: | Portugal |
| Tipo de documento: | livro |
| Tipo de acesso: | acesso restrito |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867172976441425920 |
|---|---|
| author | Pereira, Ana I. (Ed.) |
| author2 | Andrej, Košir (Ed.) Fernandes, Florbela P. (Ed.) Pacheco, Maria F. (Ed.) Teixeira, João Paulo (Ed.) Lopes, Rui Pedro (Ed.) |
| author2_role | author author author author author |
| author_facet | Pereira, Ana I. (Ed.) Andrej, Košir (Ed.) Fernandes, Florbela P. (Ed.) Pacheco, Maria F. (Ed.) Teixeira, João Paulo (Ed.) Lopes, Rui Pedro (Ed.) |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Pereira, Ana I. (Ed.)\",\"Person.identifier.orcid\":\"0000-0003-3803-2043\"},{\"Person.name\":\"Andrej, Košir (Ed.)\"},{\"Person.name\":\"Fernandes, Florbela P. (Ed.)\",\"Person.identifier.orcid\":\"0000-0001-9542-4460\"},{\"Person.name\":\"Pacheco, Maria F. (Ed.)\",\"Person.identifier.orcid\":\"0000-0001-7915-0391\"},{\"Person.name\":\"Teixeira, João Paulo (Ed.)\",\"Person.identifier.orcid\":\"0000-0002-6679-5702\"},{\"Person.name\":\"Lopes, Rui Pedro (Ed.)\",\"Person.identifier.orcid\":\"0000-0002-9170-5078\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Pereira, Ana I. (Ed.) Andrej, Košir (Ed.) Fernandes, Florbela P. (Ed.) Pacheco, Maria F. (Ed.) Teixeira, João Paulo (Ed.) Lopes, Rui Pedro (Ed.) |
| datacite.date.Accepted.fl_str_mv | 2022-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2023-03-01T09:35:54Z |
| datacite.date.embargoed.fl_str_mv | 2023-03-01T09:35:54Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| datacite.subjects.subject.fl_str_mv | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| datacite.titles.title.fl_str_mv | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Pereira, Ana I. (Ed.) Andrej, Košir (Ed.) Fernandes, Florbela P. (Ed.) Pacheco, Maria F. (Ed.) Teixeira, João Paulo (Ed.) Lopes, Rui Pedro (Ed.) |
| dc.date.Accepted.fl_str_mv | 2022-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2023-03-01T09:35:54Z |
| dc.date.embargoed.fl_str_mv | 2023-03-01T09:35:54Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/27333 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Springer |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| dc.subject.none.fl_str_mv | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| dc.title.fl_str_mv | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_2f33 |
| description | This CCIS volume 1754 contains the refereed proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications (OL2A 2022), a hybrid event held during October 24–25, 2022. OL2A 2022 provided a space for the research community on optimization and learning to get together and share the latest developments, trends, and techniques, as well as to develop new paths and collaborations. The conference had more than three hundred participants in an online and face-to-face environment throughout two days, discussing topics associated with optimization and learning, such as state-of-the-art applications related to multi-objective optimization, optimization for machine learning, robotics, health informatics, data analysis, optimization and learning under uncertainty, and Industry 4.0. Five special sessions were organized under the following topics: Trends in Engineering Education, Optimization in Control Systems Design, Measurements with the Internet of Things, Advances and Optimization in Cyber-Physical Systems, and Computer Vision Based on Learning Algorithms. The OL2A 2022 program included presentations of 56 accepted papers. All papers were carefully reviewed and selected from 145 submissions in an single-blind process. All the reviews were carefully carried out by a scientific committee of 102 qualified researchers from 21 countries, with each submission receiving at least 3 reviews. We would like to thank everyone who helped to make OL2A 2022 a success and hope that you enjoy reading this volume. |
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| identifier.url.fl_str_mv | http://hdl.handle.net/10198/27333 |
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| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
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| person_str_mv | Pereira, Ana I. (Ed.) Pereira, Ana I. (Ed.) https://www.ciencia-id.pt/0716-B7C2-93E4 0716-B7C2-93E4 http://orcid.org/0000-0003-3803-2043 0000-0003-3803-2043 Andrej, Košir (Ed.) Fernandes, Florbela P. (Ed.) Fernandes, Florbela P. (Ed.) https://www.ciencia-id.pt/501D-6FD0-CC53 501D-6FD0-CC53 http://orcid.org/0000-0001-9542-4460 0000-0001-9542-4460 Pacheco, Maria F. (Ed.) Pacheco, Maria F. (Ed.) https://www.ciencia-id.pt/F319-DAC3-8F15 F319-DAC3-8F15 http://orcid.org/0000-0001-7915-0391 0000-0001-7915-0391 Teixeira, João Paulo (Ed.) Teixeira, João Paulo (Ed.) https://www.ciencia-id.pt/4F15-B322-59B4 4F15-B322-59B4 http://orcid.org/0000-0002-6679-5702 0000-0002-6679-5702 Lopes, Rui Pedro (Ed.) Lopes, Rui Pedro (Ed.) https://www.ciencia-id.pt/8E14-54E4-4DB5 8E14-54E4-4DB5 http://orcid.org/0000-0002-9170-5078 0000-0002-9170-5078 |
| publishDate | 2022 |
| publisher.none.fl_str_mv | Springer |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engSpringerpt_PTThis CCIS volume 1754 contains the refereed proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications (OL2A 2022), a hybrid event held during October 24–25, 2022. OL2A 2022 provided a space for the research community on optimization and learning to get together and share the latest developments, trends, and techniques, as well as to develop new paths and collaborations. The conference had more than three hundred participants in an online and face-to-face environment throughout two days, discussing topics associated with optimization and learning, such as state-of-the-art applications related to multi-objective optimization, optimization for machine learning, robotics, health informatics, data analysis, optimization and learning under uncertainty, and Industry 4.0. Five special sessions were organized under the following topics: Trends in Engineering Education, Optimization in Control Systems Design, Measurements with the Internet of Things, Advances and Optimization in Cyber-Physical Systems, and Computer Vision Based on Learning Algorithms. The OL2A 2022 program included presentations of 56 accepted papers. All papers were carefully reviewed and selected from 145 submissions in an single-blind process. All the reviews were carefully carried out by a scientific committee of 102 qualified researchers from 21 countries, with each submission receiving at least 3 reviews. We would like to thank everyone who helped to make OL2A 2022 a success and hope that you enjoy reading this volume.application/pdfpt_PTOptimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022PersonalPereira, Ana I. (Ed.)DSpacehttp://dspace.org/items/e9981d62-2a2b-4fef-b75e-c2a14b0e7846DSpacehttp://dspace.org/items/e9981d62-2a2b-4fef-b75e-c2a14b0e7846PereiraAna I.Ciência IDhttps://www.ciencia-id.pt0716-B7C2-93E4ORCIDhttp://orcid.org0000-0003-3803-2043Researcher IDhttps://www.researcherid.comF-3168-2010Scopus Author IDhttps://www.scopus.com15071961600Andrej, Košir (Ed.)PersonalFernandes, Florbela P. (Ed.)DSpacehttp://dspace.org/items/1f7a9fde-7a4d-4b2c-8f9d-dab571163c33DSpacehttp://dspace.org/items/1f7a9fde-7a4d-4b2c-8f9d-dab571163c33FernandesFlorbela P.Ciência IDhttps://www.ciencia-id.pt501D-6FD0-CC53ORCIDhttp://orcid.org0000-0001-9542-4460Scopus Author IDhttps://www.scopus.com35179471000PersonalPacheco, Maria F. (Ed.)DSpacehttp://dspace.org/items/e56596ca-3238-4fde-ace1-abb363a222e8DSpacehttp://dspace.org/items/e56596ca-3238-4fde-ace1-abb363a222e8PachecoMaria F.Ciência IDhttps://www.ciencia-id.ptF319-DAC3-8F15ORCIDhttp://orcid.org0000-0001-7915-0391Scopus Author IDhttps://www.scopus.com36802474600PersonalTeixeira, João Paulo (Ed.)DSpacehttp://dspace.org/items/33f4af65-7ddf-46f0-8b44-a7470a8ba2bfDSpacehttp://dspace.org/items/33f4af65-7ddf-46f0-8b44-a7470a8ba2bfTeixeiraJoão PauloCiência IDhttps://www.ciencia-id.pt4F15-B322-59B4ORCIDhttp://orcid.org0000-0002-6679-5702Researcher IDhttps://www.researcherid.comN-6576-2013Scopus Author IDhttps://www.scopus.com57069567500PersonalLopes, Rui Pedro (Ed.)DSpacehttp://dspace.org/items/e1e64423-0ec8-46ee-be96-33205c7c98a9DSpacehttp://dspace.org/items/e1e64423-0ec8-46ee-be96-33205c7c98a9LopesRui PedroCiência IDhttps://www.ciencia-id.pt8E14-54E4-4DB5ORCIDhttp://orcid.org0000-0002-9170-5078HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.pt2023-03-01T09:35:54Z20222022-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/27333http://purl.org/coar/access_right/c_16ecrestricted accessOptimizationLearningMachine learningRoboticsHealth informaticsData analysisIndustry 4.090344339 bytesliteraturehttp://purl.org/coar/resource_type/c_2f33book2022http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_16ecapplication/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/873e976e-c236-4424-8e22-0b741c6ee015/downloadConference on Optimization, Learning Algorithms and Applications (OL2A 2022) |
| spellingShingle | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 Pereira, Ana I. (Ed.) Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| status | SINGLETON |
| subject.fl_str_mv | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| title | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| title_full | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| title_fullStr | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| title_full_unstemmed | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| title_short | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| title_sort | Optimization, Learning Algorithms and Applications: Second International Conference, OL2A 2022 |
| topic | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| topic_facet | Optimization Learning Machine learning Robotics Health informatics Data analysis Industry 4.0 |
| url | http://hdl.handle.net/10198/27333 |
| visible | 1 |