| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | mtc-m21b.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP5W34M/3HE6FCU |
| Repository | sid.inpe.br/mtc-m21b/2014/11.18.23.58.11 (restricted access) |
| Last Update | 2015:02.19.13.01.13 (UTC) administrator |
| Metadata Repository | sid.inpe.br/mtc-m21b/2014/11.18.23.58.12 |
| Metadata Last Update | 2018:06.04.03.04.31 (UTC) administrator |
| DOI | 10.1007/978-3-319-09153-2_24 |
| ISBN | 9783319091525 |
| ISSN | 0302-9743 |
| Label | scopus 2014-11 WuPattSantVija:2014:ToPrMa |
| Citation Key | WuPattSantVija:2014:ToPrMa |
| Title | Topology preserving mapping for maritime anomaly detection  |
| Year | 2014 |
| Access Date | 2024, May 19 |
| Type of Work | journal article |
| Secondary Type | PRE PI |
| Number of Files | 1 |
| Size | 1725 KiB |
| 2. Context | |
| Author | 1 Wu, Y. 2 Patterson, A. 3 Santos, Rafael Duarte Coelho dos 4 Vijaykumar, Nandamudi Lankalapalli |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJ4N 4 8JMKD3MGP5W/3C9JHTU |
| Group | 1 2 3 LAC-CTE-INPE-MCTI-GOV-BR 4 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Coastal and Marine Research Centre, University College Cork 2 Coastal and Marine Research Centre, University College Cork 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 y.wu@ucc.ie 2 a.patterson@ucc.ie 3 rafael.santos@inpe.br 4 vijay.nl@inpe.br |
| e-Mail Address | marcelo.pazos@inpe.br |
| Journal | Lecture Notes in Computer Science |
| Volume | 8584 LNCS |
| Number | PART 6 |
| Pages | 313-326 |
| Secondary Mark | A1_ADMINISTRAÇÃO,_CIÊNCIAS_CONTÁBEIS_E_TURISMO A1_BIODIVERSIDADE A2_GEOGRAFIA B1_SAÚDE_COLETIVA B1_INTERDISCIPLINAR B1_CIÊNCIAS_SOCIAIS_APLICADAS_I B2_EDUCAÇÃO B2_ARQUITETURA_E_URBANISMO B3_MEDICINA_III B3_ENGENHARIAS_I B3_ENGENHARIAS_II B3_ODONTOLOGIA B3_GEOCIÊNCIAS B3_EDUCAÇÃO_FÍSICA B3_MEDICINA_I B3_MEDICINA_II B3_DIREITO B3_PSICOLOGIA B4_MATERIAIS B4_BIOTECNOLOGIA B5_MEDICINA_VETERINÁRIA B5_CIÊNCIAS_BIOLÓGICAS_I B5_CIÊNCIAS_BIOLÓGICAS_II B5_ENSINO C_ASTRONOMIA_/_FÍSICA C_CIÊNCIA_DA_COMPUTAÇÃO C_CIÊNCIAS_AGRÁRIAS_I C_ENGENHARIAS_III C_CIÊNCIAS_BIOLÓGICAS_III C_ENGENHARIAS_IV C_CIÊNCIAS_AMBIENTAIS C_MATEMÁTICA_/_PROBABILIDADE_E C_QUÍMICA |
| History (UTC) | 2018-06-04 03:04:31 :: administrator -> marcelo.pazos@inpe.br :: 2014 |
| 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 | Topology Anomaly detection European Space Agency Probability estimator Recognized maritime picture Topology-preserving mappings Unsupervised learning method Mapping |
| Abstract | In this paper, we present the topology preserving mapping for maritime anomaly detection. Specifically, the topology preserving mapping is applied as an unsupervised learning method, which captures the vessel behaviors and visualizes the extracted underlying data structure. At the same time, the topology preserving mapping is used as the probability estimator, where the data likelihood can be evaluated and the anomalies can be detected. Real satellite AIS data, used by the Next Generation Recognized Maritime Picture project (NG-RMP) funded by the European Space Agency, is used in this paper as the main data source. We demonstrate that the topology preserving mapping can classify the vessel observations and detect the anomalies reasonably and with high accuracy. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Topology preserving mapping... |
| 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 |
| User Group | administrator marcelo.pazos@inpe.br |
| Reader Group | administrator marcelo.pazos@inpe.br |
| Visibility | shown |
| Archiving Policy | denypublisher denyfinaldraft12 |
| Read Permission | deny from all and allow from 150.163 |
| Update Permission | not transferred |
| 5. Allied materials | |
| Linking | Trabalho não Vinculado à Tese/Dissertação |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.22.23.14 3 sid.inpe.br/mtc-m21/2012/07.13.14.56.50 2 sid.inpe.br/mtc-m21/2012/07.13.14.58.32 1 |
| Dissemination | WEBSCI; PORTALCAPES; COMPENDEX; SCOPUS. |
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 |
| 6. Notes | |
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel format lineage mark month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject targetfile tertiarytype url |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |