| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3RPA7N2 | |||
| Repository | sid.inpe.br/sibgrapi/2018/09.03.19.21 | |||
| Last Update | 2018:09.03.19.21.15 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2018/09.03.19.21.15 | |||
| Metadata Last Update | 2022:06.14.00.09.21 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2018.00051 | |||
| Citation Key | DiasValdPetrNona:2018:GrSpFi | |||
| Title | Graph Spectral Filtering for Network Simplification  | |||
| Format | On-line | |||
| Year | 2018 | |||
| Access Date | 2024, Apr. 28 | |||
| Number of Files | 1 | |||
| Size | 5806 KiB | |||
| 2. Context | ||||
| Author | 1 Dias, Markus Diego Sampaio da Silva 2 Valdivia, Paola 3 Petronetto, Fabiano 4 Nonato, Luis Gustavo | |||
| Affiliation | 1 Universidade de São Paulo 2 Universidade de São Paulo 3 Universidade Federal do Espírito Santo 4 Universidade de São Paulo | |||
| Editor | Ross, Arun Gastal, Eduardo S. L. Jorge, Joaquim A. Queiroz, Ricardo L. de Minetto, Rodrigo Sarkar, Sudeep Papa, João Paulo Oliveira, Manuel M. Arbeláez, Pablo Mery, Domingo Oliveira, Maria Cristina Ferreira de Spina, Thiago Vallin Mendes, Caroline Mazetto Costa, Henrique Sérgio Gutierrez Mejail, Marta Estela Geus, Klaus de Scheer, Sergio | |||
| e-Mail Address | markusdiegossd@gmail.com | |||
| Conference Name | Conference on Graphics, Patterns and Images, 31 (SIBGRAPI) | |||
| Conference Location | Foz do Iguaçu, PR, Brazil | |||
| Date | 29 Oct.-1 Nov. 2018 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2018-09-03 19:21:15 :: markusdiegossd@gmail.com -> administrator :: 2022-06-14 00:09:21 :: administrator -> :: 2018 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | network graph signal processing spectral filtering network simplification visualization | |||
| Abstract | Visualization is an important tool in the analysis and understanding of networks and their content. However, visualization tools face major challenges when dealing with large networks, mainly due to visual clutter. In this context, network simplification has been a main alternative to handle massive networks, reducing complexity while preserving relevant patterns of the network structure and content. In this paper we propose a methodology that rely on Graph Signal Processing theory to filter multivariate data associated to network nodes, assisting and enhancing network simplification and visualization tasks. The simplification process takes into account both topological and multivariate data associated to network nodes to create a hierarchical representation of the network. The effectiveness of the proposed methodology is assessed through a comprehensive set of quantitative evaluation and comparisons, which gauge the impact of the proposed filtering process in the simplification and visualization tasks. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2018 > Graph Spectral Filtering... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Graph Spectral Filtering... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
| |||
| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3RPA7N2 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3RPA7N2 | |||
| Language | en | |||
| Target File | Paper ID 70.pdf | |||
| User Group | markusdiegossd@gmail.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/3RPADUS 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2018/09.03.20.37 11 | |||
| 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 | |||