Marginality: A numerical mapping for enhanced exploitation of taxonomic attributes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7647 LNAI, Issue , 2012, Pages 367-381

  Domingo Ferrer, Josep ^a  

^a UNIVERSITAT ROVIRA I VIRGILI   (Spain)

Author keywords

Anonymization; Classification; Descriptive statistics; Hierarchical attributes; Numerical mapping; Ontologies; Taxonomic data

Indexed keywords

ANONYMIZATION; DATA CLUSTERING; DESCRIPTIVE STATISTICS; ECONOMIC ACTIVITIES; HIERARCHICAL ATTRIBUTES; NUMERICAL DATA; TAXONOMIC DATA;

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); CLUSTERING ALGORITHMS; ECONOMICS; ONTOLOGY;

MAPPING;

EID: 84869429775     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34620-0_33     Document Type: Conference Paper

References (17)

1. Domingo-Ferrer, J., Mateo-Sanz, J.M.: Practical data-oriented microaggregation for statistical disclosure control. IEEE Transactions on Knowledge and Data Engineering 14(1), 189-201 (2002)
2. Domingo-Ferrer, J., Torra, V.: Ordinal, continuous and heterogeneous k-anonymity through microaggregation. Data Mining and Knowledge Discovery 11(2), 195-212 (2005)
3. Domingo-Ferrer, J., Sánchez, D., Rufian-Torrell, G.: Anonymization of clinical data based on semantic marginality (manuscript, 2012)
4. Domingo-Ferrer, J., Solanas, A.: A measure of nominal variance for hierarchical nominal attributes. Information Sciences 178(24), 4644-4655 (2008); Erratum in Information Sciences 179(20), 3732 (2009)
5. Duncan, G.T., Elliot, M., Salazar-González, J.-J.: Statistical Confidentiality: Principles and Practice. Springer, New York (2011)
6. Hundepool, A., Domingo-Ferrer, J., Franconi, L., Giessing, S., Lenz, R., Longhurst, J., Schulte-Nordholt, E., Seri, G., DeWolf, P.-P.: Handbook on Statistical Disclosure Control (version 1.2). ESSNET SDC Project (2010), http://neon.vb.cbs.nl/casc
7. Hundepool, A., Domingo-Ferrer, J., Franconi, L., Giessing, S., Schulte Nordholt, E., Spicer, K., De Wolf, P.P.: Statistical Disclosure Control. Wiley, New York (2012)
8. ICD9 - International Classification of Diseases, 9th Revision, Clinical Modification, 6th edn., October 1 (2008), http://icd9cm.chrisendres.com/
9. ISIC Rev. 4 - International Standard Industrial Classification of All Economic Activities, United Nations Statistics Division, http://unstats.un.org/ unsd/cr/registry/regcst.asp?Cl=27&prn=yes
10. Lenz, R.: Methoden der Geheimhaltung wirtschaftsstatistischer Einzeldaten und ihre Schutzwirkung. Statistik und Wissenschaft, vol. 18. Statistisches Bundesamt, Wiesbaden (2010)
11. McNeill, J., et al. (eds.): International Code of Botanical Nomenclature (Vienna Code). International Association for Plant Taxonomy (2006), http://ibot.sav.sk/icbn/main.htm
12. NACE Rev. 2 - Statistical Classification of Economic Activities in the European Community, Rev. 2. Eurostat, European Commission (2008), http://epp.eurostat.ec.europa.eu/cache/ITY OFFPUB/KS-RA-07-015/ EN/KS-RA-07-015-EN.PDF
13. Reid, K.B.: Centrality measures in trees. In: Kaul, H., Mulder, H.M. (eds.) Advances in Interdisciplinary Applied Discrete Mathematics, pp. 167-197. World Scientific eBook (2010)
14. Ride, W.D.L., et al. (eds.): International Code of Zoological Nomenclature, 4th edn., January 1. International Union of Biological Sciences (2000), http://www.nhm.ac.uk/hosted-sites/iczn/code/
15. Samarati, P.: Protecting respondents' identities in microdata release. IEEE Transactions on Knowledge and Data Engineering 13(6), 1010-1027 (2001)
16. Sánchez, D., Batet, M., Isern, D., Valls, A.: Ontology-based semantic similarity: a new feature-based approach. Expert Systems with Applications 39(9), 7718-7728 (2012)
17. Willenborg, L., DeWaal, T.: Elements of Statistical Disclosure Control. Springer, New York (2001)