Publication
New skills in symbolic data analysis for official statistics
| dc.contributor.author | Verde, Rosanna | |
| dc.contributor.author | Batagelj, Vladimir | |
| dc.contributor.author | Brito, Paula | |
| dc.contributor.author | Silva, A. Pedro Duarte | |
| dc.contributor.author | Korenjak-Černe, Simona | |
| dc.contributor.author | Dobša, Jasminka | |
| dc.contributor.author | Diday, Edwin | |
| dc.date.accessioned | 2024-09-24T11:51:43Z | |
| dc.date.available | 2024-09-24T11:51:43Z | |
| dc.date.issued | 2024-08-27 | |
| dc.description.abstract | The paper draws attention to the use of Symbolic Data Analysis (SDA) in the field of Official Statistics. It is composed of three sections presenting three pilot techniques in the field of SDA. The three contributions range from a technique based on the notion of exactly unified summaries for the creation of symbolic objects, a model-based approach for interval data as an innovative parametric strategy in this context, and measures of similarity defined between a class and a collection of classes based on the frequency of the categories which characterize them. The paper shows the effectiveness of the proposed approaches as prototypes of numerous techniques developed within the SDA framework and opens to possible further developments. | pt_PT |
| dc.description.version | info:eu-repo/semantics/acceptedVersion | pt_PT |
| dc.identifier.doi | 10.3233/SJI-240013 | pt_PT |
| dc.identifier.eid | 85203519606 | |
| dc.identifier.issn | 1874-7655 | |
| dc.identifier.uri | http://hdl.handle.net/10400.14/46662 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.subject | Aggregate data | pt_PT |
| dc.subject | Interval data | pt_PT |
| dc.subject | Mergeable summaries | pt_PT |
| dc.subject | S-concordance | pt_PT |
| dc.subject | S-discordance | pt_PT |
| dc.title | New skills in symbolic data analysis for official statistics | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 579 | pt_PT |
| oaire.citation.startPage | 563 | pt_PT |
| oaire.citation.title | Statistical Journal of the IAOS | pt_PT |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | article | pt_PT |