Do We Really Need Imputation in AutoML Predictive Modeling?
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| Title: | Do We Really Need Imputation in AutoML Predictive Modeling? |
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| Authors: | Paterakis, George1, gpat@csd.uoc.gr, Fafalios, Stefanos2, stefanosfafalios@gmail.com, Charonyktakis, Paulos3, haronykt@jadbio.com, Christophides, Vassilis4, vassilis.christophides@ensea.fr, Tsamardinos, Ioannis1, tsamard.it@gmail.com |
| Source: | ACM Transactions on Knowledge Discovery from Data; Jul2024, Vol. 18 Issue 6, p1-64, 64p |
| Database: | Applied Science & Technology Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 176927569 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Do We Really Need Imputation in AutoML Predictive Modeling? – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Paterakis%2C+George%22">Paterakis, George</searchLink><relatesTo>1</relatesTo>, <i>gpat@csd.uoc.gr</i><br /><searchLink fieldCode="AU" term="%22Fafalios%2C+Stefanos%22">Fafalios, Stefanos</searchLink><relatesTo>2</relatesTo>, <i>stefanosfafalios@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Charonyktakis%2C+Paulos%22">Charonyktakis, Paulos</searchLink><relatesTo>3</relatesTo>, <i>haronykt@jadbio.com</i><br /><searchLink fieldCode="AU" term="%22Christophides%2C+Vassilis%22">Christophides, Vassilis</searchLink><relatesTo>4</relatesTo>, <i>vassilis.christophides@ensea.fr</i><br /><searchLink fieldCode="AU" term="%22Tsamardinos%2C+Ioannis%22">Tsamardinos, Ioannis</searchLink><relatesTo>1</relatesTo>, <i>tsamard.it@gmail.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22ACM+Transactions+on+Knowledge+Discovery+from+Data%22">ACM Transactions on Knowledge Discovery from Data</searchLink>; Jul2024, Vol. 18 Issue 6, p1-64, 64p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=176927569 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1145/3643643 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 64 StartPage: 1 Titles: – TitleFull: Do We Really Need Imputation in AutoML Predictive Modeling? Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Paterakis, George – PersonEntity: Name: NameFull: Fafalios, Stefanos – PersonEntity: Name: NameFull: Charonyktakis, Paulos – PersonEntity: Name: NameFull: Christophides, Vassilis – PersonEntity: Name: NameFull: Tsamardinos, Ioannis IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 15564681 Numbering: – Type: volume Value: 18 – Type: issue Value: 6 Titles: – TitleFull: ACM Transactions on Knowledge Discovery from Data Type: main |
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