LIBTwinSVM: A Library for Twin Support Vector Machines Article Swipe
Amir M. Mir
,
Mahdi Rahbar
,
Jalal A. Nasiri
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2001.10073
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2001.10073
This paper presents LIBTwinSVM, a free, efficient, and open source library for Twin Support Vector Machines (TSVMs). Our library provides a set of useful functionalities such as fast TSVMs estimators, model selection, visualization, a graphical user interface (GUI) application, and a Python application programming interface (API). The benchmarks results indicate the effectiveness of the LIBTwinSVM library for large-scale classification problems. The source code of LIBTwinSVM library, installation guide, documentation, and usage examples are available at https://github.com/mir-am/LIBTwinSVM.
Related Topics
Concepts
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2001.10073
- https://arxiv.org/pdf/2001.10073
- OA Status
- green
- Cited By
- 1
- References
- 12
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3004225272
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W3004225272Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2001.10073Digital Object Identifier
- Title
-
LIBTwinSVM: A Library for Twin Support Vector MachinesWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2020Year of publication
- Publication date
-
2020-01-27Full publication date if available
- Authors
-
Amir M. Mir, Mahdi Rahbar, Jalal A. NasiriList of authors in order
- Landing page
-
https://arxiv.org/abs/2001.10073Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2001.10073Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2001.10073Direct OA link when available
- Concepts
-
Computer science, Python (programming language), Documentation, Programming language, Application programming interface, Visualization, Open source, Interface (matter), Graphical user interface, Source code, Operating system, Data mining, Software, Maximum bubble pressure method, BubbleTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2021: 1Per-year citation counts (last 5 years)
- References (count)
-
12Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W3004225272 |
|---|---|
| doi | https://doi.org/10.48550/arxiv.2001.10073 |
| ids.doi | https://doi.org/10.48550/arxiv.2001.10073 |
| ids.mag | 3004225272 |
| ids.openalex | https://openalex.org/W3004225272 |
| fwci | |
| type | preprint |
| title | LIBTwinSVM: A Library for Twin Support Vector Machines |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10057 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9983000159263611 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1707 |
| topics[0].subfield.display_name | Computer Vision and Pattern Recognition |
| topics[0].display_name | Face and Expression Recognition |
| topics[1].id | https://openalex.org/T12072 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9961000084877014 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1702 |
| topics[1].subfield.display_name | Artificial Intelligence |
| topics[1].display_name | Machine Learning and Algorithms |
| topics[2].id | https://openalex.org/T12254 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.9959999918937683 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1312 |
| topics[2].subfield.display_name | Molecular Biology |
| topics[2].display_name | Machine Learning in Bioinformatics |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C41008148 |
| concepts[0].level | 0 |
| concepts[0].score | 0.8066322803497314 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[0].display_name | Computer science |
| concepts[1].id | https://openalex.org/C519991488 |
| concepts[1].level | 2 |
| concepts[1].score | 0.7741506099700928 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q28865 |
| concepts[1].display_name | Python (programming language) |
| concepts[2].id | https://openalex.org/C56666940 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6138565540313721 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q788790 |
| concepts[2].display_name | Documentation |
| concepts[3].id | https://openalex.org/C199360897 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5557575821876526 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[3].display_name | Programming language |
| concepts[4].id | https://openalex.org/C99613125 |
| concepts[4].level | 2 |
| concepts[4].score | 0.5157935619354248 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q165194 |
| concepts[4].display_name | Application programming interface |
| concepts[5].id | https://openalex.org/C36464697 |
| concepts[5].level | 2 |
| concepts[5].score | 0.5036429762840271 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q451553 |
| concepts[5].display_name | Visualization |
| concepts[6].id | https://openalex.org/C3018397939 |
| concepts[6].level | 3 |
| concepts[6].score | 0.5004689693450928 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q3644502 |
| concepts[6].display_name | Open source |
| concepts[7].id | https://openalex.org/C113843644 |
| concepts[7].level | 4 |
| concepts[7].score | 0.4971518814563751 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q901882 |
| concepts[7].display_name | Interface (matter) |
| concepts[8].id | https://openalex.org/C37789001 |
| concepts[8].level | 2 |
| concepts[8].score | 0.47892722487449646 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q782543 |
| concepts[8].display_name | Graphical user interface |
| concepts[9].id | https://openalex.org/C43126263 |
| concepts[9].level | 2 |
| concepts[9].score | 0.46284550428390503 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q128751 |
| concepts[9].display_name | Source code |
| concepts[10].id | https://openalex.org/C111919701 |
| concepts[10].level | 1 |
| concepts[10].score | 0.35598477721214294 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[10].display_name | Operating system |
| concepts[11].id | https://openalex.org/C124101348 |
| concepts[11].level | 1 |
| concepts[11].score | 0.24345973134040833 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q172491 |
| concepts[11].display_name | Data mining |
| concepts[12].id | https://openalex.org/C2777904410 |
| concepts[12].level | 2 |
| concepts[12].score | 0.1554115116596222 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7397 |
| concepts[12].display_name | Software |
| concepts[13].id | https://openalex.org/C129307140 |
| concepts[13].level | 3 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q6795880 |
| concepts[13].display_name | Maximum bubble pressure method |
| concepts[14].id | https://openalex.org/C157915830 |
| concepts[14].level | 2 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q2928001 |
| concepts[14].display_name | Bubble |
| keywords[0].id | https://openalex.org/keywords/computer-science |
| keywords[0].score | 0.8066322803497314 |
| keywords[0].display_name | Computer science |
| keywords[1].id | https://openalex.org/keywords/python |
| keywords[1].score | 0.7741506099700928 |
| keywords[1].display_name | Python (programming language) |
| keywords[2].id | https://openalex.org/keywords/documentation |
| keywords[2].score | 0.6138565540313721 |
| keywords[2].display_name | Documentation |
| keywords[3].id | https://openalex.org/keywords/programming-language |
| keywords[3].score | 0.5557575821876526 |
| keywords[3].display_name | Programming language |
| keywords[4].id | https://openalex.org/keywords/application-programming-interface |
| keywords[4].score | 0.5157935619354248 |
| keywords[4].display_name | Application programming interface |
| keywords[5].id | https://openalex.org/keywords/visualization |
| keywords[5].score | 0.5036429762840271 |
| keywords[5].display_name | Visualization |
| keywords[6].id | https://openalex.org/keywords/open-source |
| keywords[6].score | 0.5004689693450928 |
| keywords[6].display_name | Open source |
| keywords[7].id | https://openalex.org/keywords/interface |
| keywords[7].score | 0.4971518814563751 |
| keywords[7].display_name | Interface (matter) |
| keywords[8].id | https://openalex.org/keywords/graphical-user-interface |
| keywords[8].score | 0.47892722487449646 |
| keywords[8].display_name | Graphical user interface |
| keywords[9].id | https://openalex.org/keywords/source-code |
| keywords[9].score | 0.46284550428390503 |
| keywords[9].display_name | Source code |
| keywords[10].id | https://openalex.org/keywords/operating-system |
| keywords[10].score | 0.35598477721214294 |
| keywords[10].display_name | Operating system |
| keywords[11].id | https://openalex.org/keywords/data-mining |
| keywords[11].score | 0.24345973134040833 |
| keywords[11].display_name | Data mining |
| keywords[12].id | https://openalex.org/keywords/software |
| keywords[12].score | 0.1554115116596222 |
| keywords[12].display_name | Software |
| language | en |
| locations[0].id | pmh:oai:arXiv.org:2001.10073 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306400194 |
| locations[0].source.issn | |
| locations[0].source.type | repository |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | arXiv (Cornell University) |
| locations[0].source.host_organization | https://openalex.org/I205783295 |
| locations[0].source.host_organization_name | Cornell University |
| locations[0].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[0].license | |
| locations[0].pdf_url | https://arxiv.org/pdf/2001.10073 |
| locations[0].version | submittedVersion |
| locations[0].raw_type | text |
| locations[0].license_id | |
| locations[0].is_accepted | False |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | http://arxiv.org/abs/2001.10073 |
| locations[1].id | doi:10.48550/arxiv.2001.10073 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400194 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | True |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | arXiv (Cornell University) |
| locations[1].source.host_organization | https://openalex.org/I205783295 |
| locations[1].source.host_organization_name | Cornell University |
| locations[1].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | |
| locations[1].raw_type | article |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | https://doi.org/10.48550/arxiv.2001.10073 |
| indexed_in | arxiv, datacite |
| authorships[0].author.id | https://openalex.org/A5023740668 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-9818-7752 |
| authorships[0].author.display_name | Amir M. Mir |
| authorships[0].countries | IR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I183067279 |
| authorships[0].affiliations[0].raw_affiliation_string | Islamic Azad university north Tehran Branch |
| authorships[0].institutions[0].id | https://openalex.org/I183067279 |
| authorships[0].institutions[0].ror | https://ror.org/00sb1nr29 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I110525433, https://openalex.org/I183067279 |
| authorships[0].institutions[0].country_code | IR |
| authorships[0].institutions[0].display_name | Islamic Azad University North Tehran Branch |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Amir M. Mir |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Islamic Azad university north Tehran Branch |
| authorships[1].author.id | https://openalex.org/A5039332454 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-9049-8169 |
| authorships[1].author.display_name | Mahdi Rahbar |
| authorships[1].countries | IR |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I183067279 |
| authorships[1].affiliations[0].raw_affiliation_string | Islamic Azad university north Tehran Branch |
| authorships[1].institutions[0].id | https://openalex.org/I183067279 |
| authorships[1].institutions[0].ror | https://ror.org/00sb1nr29 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I110525433, https://openalex.org/I183067279 |
| authorships[1].institutions[0].country_code | IR |
| authorships[1].institutions[0].display_name | Islamic Azad University North Tehran Branch |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Mahdi Rahbar |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Islamic Azad university north Tehran Branch |
| authorships[2].author.id | https://openalex.org/A5065200568 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-1821-5037 |
| authorships[2].author.display_name | Jalal A. Nasiri |
| authorships[2].countries | IR |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I2802500176, https://openalex.org/I4392738136 |
| authorships[2].affiliations[0].raw_affiliation_string | Iranian Research Institute for Information Science and Technology |
| authorships[2].institutions[0].id | https://openalex.org/I4392738136 |
| authorships[2].institutions[0].ror | https://ror.org/00xexfj57 |
| authorships[2].institutions[0].type | facility |
| authorships[2].institutions[0].lineage | https://openalex.org/I4392738136 |
| authorships[2].institutions[0].country_code | |
| authorships[2].institutions[0].display_name | Iranian Research Institute for Information Science and Technology |
| authorships[2].institutions[1].id | https://openalex.org/I2802500176 |
| authorships[2].institutions[1].ror | https://ror.org/017zx9g19 |
| authorships[2].institutions[1].type | facility |
| authorships[2].institutions[1].lineage | https://openalex.org/I2802500176 |
| authorships[2].institutions[1].country_code | IR |
| authorships[2].institutions[1].display_name | Iranian Research Organization for Science and Technology |
| authorships[2].author_position | last |
| authorships[2].raw_author_name | Jalal A. Nasiri |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Iranian Research Institute for Information Science and Technology |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://arxiv.org/pdf/2001.10073 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | LIBTwinSVM: A Library for Twin Support Vector Machines |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T06:51:31.235846 |
| primary_topic.id | https://openalex.org/T10057 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9983000159263611 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1707 |
| primary_topic.subfield.display_name | Computer Vision and Pattern Recognition |
| primary_topic.display_name | Face and Expression Recognition |
| related_works | https://openalex.org/W3080200277, https://openalex.org/W3034716491, https://openalex.org/W4240625990, https://openalex.org/W2557718140, https://openalex.org/W67092138, https://openalex.org/W4225687299, https://openalex.org/W2789551765, https://openalex.org/W2113128227, https://openalex.org/W632256878, https://openalex.org/W2491403535 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2021 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 2 |
| best_oa_location.id | pmh:oai:arXiv.org:2001.10073 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306400194 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | arXiv (Cornell University) |
| best_oa_location.source.host_organization | https://openalex.org/I205783295 |
| best_oa_location.source.host_organization_name | Cornell University |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://arxiv.org/pdf/2001.10073 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | text |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | False |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://arxiv.org/abs/2001.10073 |
| primary_location.id | pmh:oai:arXiv.org:2001.10073 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306400194 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | arXiv (Cornell University) |
| primary_location.source.host_organization | https://openalex.org/I205783295 |
| primary_location.source.host_organization_name | Cornell University |
| primary_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| primary_location.license | |
| primary_location.pdf_url | https://arxiv.org/pdf/2001.10073 |
| primary_location.version | submittedVersion |
| primary_location.raw_type | text |
| primary_location.license_id | |
| primary_location.is_accepted | False |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | http://arxiv.org/abs/2001.10073 |
| publication_date | 2020-01-27 |
| publication_year | 2020 |
| referenced_works | https://openalex.org/W2153635508, https://openalex.org/W2118585731, https://openalex.org/W2101234009, https://openalex.org/W2011301426, https://openalex.org/W2170860445, https://openalex.org/W2782213427, https://openalex.org/W2146292423, https://openalex.org/W2080169089, https://openalex.org/W2019184604, https://openalex.org/W2926133036, https://openalex.org/W2104266030, https://openalex.org/W2412589610 |
| referenced_works_count | 12 |
| abstract_inverted_index.a | 4, 20, 33, 40 |
| abstract_inverted_index.as | 26 |
| abstract_inverted_index.at | 74 |
| abstract_inverted_index.of | 22, 52, 63 |
| abstract_inverted_index.Our | 17 |
| abstract_inverted_index.The | 46, 60 |
| abstract_inverted_index.and | 7, 39, 69 |
| abstract_inverted_index.are | 72 |
| abstract_inverted_index.for | 11, 56 |
| abstract_inverted_index.set | 21 |
| abstract_inverted_index.the | 50, 53 |
| abstract_inverted_index.This | 0 |
| abstract_inverted_index.Twin | 12 |
| abstract_inverted_index.code | 62 |
| abstract_inverted_index.fast | 27 |
| abstract_inverted_index.open | 8 |
| abstract_inverted_index.such | 25 |
| abstract_inverted_index.user | 35 |
| abstract_inverted_index.(GUI) | 37 |
| abstract_inverted_index.TSVMs | 28 |
| abstract_inverted_index.free, | 5 |
| abstract_inverted_index.model | 30 |
| abstract_inverted_index.paper | 1 |
| abstract_inverted_index.usage | 70 |
| abstract_inverted_index.(API). | 45 |
| abstract_inverted_index.Python | 41 |
| abstract_inverted_index.Vector | 14 |
| abstract_inverted_index.guide, | 67 |
| abstract_inverted_index.source | 9, 61 |
| abstract_inverted_index.useful | 23 |
| abstract_inverted_index.Support | 13 |
| abstract_inverted_index.library | 10, 18, 55 |
| abstract_inverted_index.results | 48 |
| abstract_inverted_index.(TSVMs). | 16 |
| abstract_inverted_index.Machines | 15 |
| abstract_inverted_index.examples | 71 |
| abstract_inverted_index.indicate | 49 |
| abstract_inverted_index.library, | 65 |
| abstract_inverted_index.presents | 2 |
| abstract_inverted_index.provides | 19 |
| abstract_inverted_index.available | 73 |
| abstract_inverted_index.graphical | 34 |
| abstract_inverted_index.interface | 36, 44 |
| abstract_inverted_index.problems. | 59 |
| abstract_inverted_index.LIBTwinSVM | 54, 64 |
| abstract_inverted_index.benchmarks | 47 |
| abstract_inverted_index.efficient, | 6 |
| abstract_inverted_index.selection, | 31 |
| abstract_inverted_index.LIBTwinSVM, | 3 |
| abstract_inverted_index.application | 42 |
| abstract_inverted_index.estimators, | 29 |
| abstract_inverted_index.large-scale | 57 |
| abstract_inverted_index.programming | 43 |
| abstract_inverted_index.application, | 38 |
| abstract_inverted_index.installation | 66 |
| abstract_inverted_index.effectiveness | 51 |
| abstract_inverted_index.classification | 58 |
| abstract_inverted_index.documentation, | 68 |
| abstract_inverted_index.visualization, | 32 |
| abstract_inverted_index.functionalities | 24 |
| abstract_inverted_index.https://github.com/mir-am/LIBTwinSVM. | 75 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| citation_normalized_percentile |