Comparative Evaluation of Machine Learning and Hyperparameter Optimization Methods for Low-Cost CO 2 Sensor Calibration in Terms of Performance and Computational Cost.
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| Title: | Comparative Evaluation of Machine Learning and Hyperparameter Optimization Methods for Low-Cost CO 2 Sensor Calibration in Terms of Performance and Computational Cost. |
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| Authors: | Karsu Asal, Eren Cihan1 (AUTHOR) eren.karsu@cbu.edu.tr, Taştan, Mehmet2 (AUTHOR), Gökozan, Hayrettin1,3 (AUTHOR), Erel-Özçevik, Müge1,3 (AUTHOR), Özçevik, Yusuf2,3 (AUTHOR) |
| Source: | Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3671. 19p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194914070 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Comparative Evaluation of Machine Learning and Hyperparameter Optimization Methods for Low-Cost CO 2 Sensor Calibration in Terms of Performance and Computational Cost. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Karsu+Asal%2C+Eren+Cihan%22">Karsu Asal, Eren Cihan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> eren.karsu@cbu.edu.tr</i><br /><searchLink fieldCode="AR" term="%22Taştan%2C+Mehmet%22">Taştan, Mehmet</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gökozan%2C+Hayrettin%22">Gökozan, Hayrettin</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Erel-Özçevik%2C+Müge%22">Erel-Özçevik, Müge</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Özçevik%2C+Yusuf%22">Özçevik, Yusuf</searchLink><relatesTo>2,3</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Sensors+%2814248220%29%22">Sensors (14248220)</searchLink>. Jun2026, Vol. 26 Issue 12, p3671. 19p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194914070 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/s26123671 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 19 StartPage: 3671 Titles: – TitleFull: Comparative Evaluation of Machine Learning and Hyperparameter Optimization Methods for Low-Cost CO 2 Sensor Calibration in Terms of Performance and Computational Cost. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Karsu Asal, Eren Cihan – PersonEntity: Name: NameFull: Taştan, Mehmet – PersonEntity: Name: NameFull: Gökozan, Hayrettin – PersonEntity: Name: NameFull: Erel-Özçevik, Müge – PersonEntity: Name: NameFull: Özçevik, Yusuf IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 14248220 Numbering: – Type: volume Value: 26 – Type: issue Value: 12 Titles: – TitleFull: Sensors (14248220) Type: main |
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