| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | mtc-m16c.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP8W/35REP82 |
| Repository | sid.inpe.br/mtc-m18@80/2009/08.13.15.27 (restricted access) |
| Last Update | 2009:08.13.15.27.08 (UTC) administrator |
| Metadata Repository | sid.inpe.br/mtc-m18@80/2009/08.13.15.27.09 |
| Metadata Last Update | 2020:04.28.17.48.58 (UTC) administrator |
| Secondary Key | INPE--PRE/ |
| ISSN | 1983-8409 2177-8833 |
| Citation Key | VeroneseRosaVijaBolz:2009:GeNuLa |
| Title | Generalized numerical lattices for time series representation in complex data systems  |
| Year | 2009 |
| Month | June |
| Access Date | 2024, Apr. 28 |
| Secondary Type | PRE PI |
| Number of Files | 1 |
| Size | 991 KiB |
| 2. Context | |
| Author | 1 Veronese, Thalita B. 2 Rosa, Reinaldo Roberto 3 Vijaykumar, Nandamudi Lankalapali 4 Bolzan, Maurício J. A. |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JJ5D |
| Group | 1 LAC-CTE-INPE-MCT-BR 2 LAC-CTE-INPE-MCT-BR 3 LAC-CTE-INPE-MCT-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Universidade do Vale do Paraíba |
| Journal | Journal of Computational Interdisciplinary Sciences |
| Volume | 1 |
| Number | 2 |
| Pages | 175-184 |
| History (UTC) | 2009-08-13 15:27:55 :: simone -> administrator :: 2010-05-11 01:10:00 :: administrator -> simone :: 2011-12-19 13:46:41 :: simone -> administrator :: 2020-04-28 17:48:58 :: administrator -> simone :: 2009 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | multivariate time series complex data systems data representation data integration data modeling data mining systemic analysis |
| Abstract | Analysis of information from multiple data sources obtained through high resolution instrumental measurements has become a fundamental task in all scientific areas. The development of expert methods able to treat such multi-source data systems, with both large variability and measurement extension, is a key for studying complex scientific phenomena, especially those related to systemic analysis in space and environmental sciences. In this paper, we propose a time series generalization introducing the concept of generalized numerical lattice, which represents a discrete sequence of temporal measures for a given variable. In this novel representation approach each generalized numerical lattice brings post-analytical data information. We define a generalized numerical lattice as a set of three coefficients, representing the following data properties: dimensionality, size and post-analytical parameters, respectively. From this generalization, any multi-source database can be reduced to a closed set a classified time series in spatio-temporal generalized dimensions. As a case study, we show a preliminary application in space science data, highlighting the possibility of a real time analysis expert system to be developed in a future work. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Generalized numerical lattices... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| Language | en |
| Target File | generalized numerical lattices.pdf |
| User Group | administrator simone |
| Visibility | shown |
| Archiving Policy | denypublisher denyfinaldraft |
| Read Permission | deny from all and allow from 150.163 |
| Update Permission | not transferred |
| 5. Allied materials | |
| Mirror Repository | sid.inpe.br/mtc-m18@80/2008/03.17.15.17.24 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Host Collection | sid.inpe.br/mtc-m18@80/2008/03.17.15.17 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi e-mailaddress electronicmailaddress format isbn label lineage mark nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup rightsholder schedulinginformation secondarydate secondarymark session shorttitle sponsor subject tertiarymark tertiarytype typeofwork url |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |