| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3PFQ982 | |||
| Repository | sid.inpe.br/sibgrapi/2017/08.21.15.36 | |||
| Last Update | 2017:08.21.15.36.36 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2017/08.21.15.36.36 | |||
| Metadata Last Update | 2022:06.14.00.08.53 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2017.53 | |||
| Citation Key | MarcílioJrElerGarc:2017:ApPeLo | |||
| Title | An approach to perform local analysis on multidimensional projection  | |||
| Format | On-line | |||
| Year | 2017 | |||
| Access Date | 2024, Apr. 28 | |||
| Number of Files | 1 | |||
| Size | 958 KiB | |||
| 2. Context | ||||
| Author | 1 Marcílio Jr, Wilson Estécio 2 Eler, Danilo Medeiros 3 Garcia, Rogério Eduardo | |||
| Affiliation | 1 Universidade Estadual Paulista - UNESP 2 Universidade Estadual Paulista - UNESP 3 Universidade Estadual Paulista - UNESP | |||
| Editor | Torchelsen, Rafael Piccin Nascimento, Erickson Rangel do Panozzo, Daniele Liu, Zicheng Farias, Mylène Viera, Thales Sacht, Leonardo Ferreira, Nivan Comba, João Luiz Dihl Hirata, Nina Schiavon Porto, Marcelo Vital, Creto Pagot, Christian Azambuja Petronetto, Fabiano Clua, Esteban Cardeal, Flávio | |||
| e-Mail Address | wilson_jr@outlook.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 30 (SIBGRAPI) | |||
| Conference Location | Niterói, RJ, Brazil | |||
| Date | 17-20 Oct. 2017 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2017-08-21 15:36:36 :: wilson_jr@outlook.com -> administrator :: 2022-06-14 00:08:53 :: administrator -> :: 2017 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | visualization multidimensional projection analysis | |||
| Abstract | In the context of Visualization, Multidimensional Projection techniques are employed to show similarity relations among instances of a multidimensional dataset. Distinct projection techniques use different approaches to perform the dimensionality reduction and, consequently, different metrics are employed to assess projection quality according to similarity and structures preservation. Usually, quality measures are computed from the whole projection, what can impair a specific evaluation. This work presents a novel approach to perform evaluation on multidimensional projections, in which clusters of instances are selectively evaluated and compared to the whole projection. The proposed approach has shown to be effective on evaluating projections and it offers a way to apply techniques to enhance poor projected areas. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2017 > An approach to... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > An approach to... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3PFQ982 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3PFQ982 | |||
| Language | en | |||
| Target File | PID4959879.pdf | |||
| User Group | wilson_jr@outlook.com | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPAW/3PKCC58 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2017/09.12.13.04 7 | |||
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume | |||