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Privacy-Preserving Outsourcing of Data Mining
2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC), 2016Data mining is gaining momentum in society due to the ever increasing availability of large amounts of data, easily gathered by a variety of collection technologies and stored via computer systems. Due to the limited computational resources of data owners and the developments in cloud computing, there has been considerable recent interest in the ...
MONREALE, ANNA, Wang, Wendy Hui
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Privacy-preserving imputation of missing data
Data & Knowledge Engineering, 2008Handling missing data is a critical step to ensuring good results in data mining. Like most data mining algorithms, existing privacy-preserving data mining algorithms assume data is complete. In order to maintain privacy in the data mining process while cleaning data, privacy-preserving methods of data cleaning will be required.
Geetha Jagannathan, Rebecca N. Wright
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Data provenance for preservation of digital geoscience data
2011A necessary first step in the preservation of digital scientific data is gathering enough information “about” a scientific outcome or data collection, that it can be discovered and used a decade from now as easily as it is reused next week. Data provenance, or lineage of a collection, can capture how a particular scientific collection was created, when
Beth Plale +3 more
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Study of Privacy Preserving Data Mining
2010 Third International Symposium on Intelligent Information Technology and Security Informatics, 2010There has been an important research area that how to protect private information or sensitive knowledge from leaking in the mining process, meanwhile obtain more accurate results of data mining. This paper describes data distortion, data encryption and reconstruction techniques in detail.
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Monotonicity-preserving interpolation of nongridded data
Computer Aided Geometric Design, 1996zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Costantini, Paolo, Manni, Carla
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Visualization of 3D data preserving convexity
Journal of Applied Mathematics and Computing, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hussain, Malik Zawwar, Hussain, Maria
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Curation and Preservation of Crystallography Data [PDF]
, 2009 This poster will describe several issues as well as the work undertaken in relation to the effective curation and preservation of crystallography data within the context of the eCrystals Federation Project. The aim of the Project is to enhance the management of crystallography data at the institution level, incorporating data generated in departments ...
Patel, Manjula +2 more
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Preservation of CD-ROM-Based Data
Restaurator, 2004Le CD-ROM (Read-Only Memory) est une forme pratique a utiliser pour le stockage des informations emanant de tous les domaines de la connaissance. Ce qui explique le grand interet porte a la qualite et a la preservation de ce support d'informations.
Svetlana A. Dobrusina +2 more
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Evolution of privacy-preserving data publishing
2011 IEEE International Conference on Anti-Counterfeiting, Security and Identification, 2011To achieve privacy protection better in data publishing, data must be sanitized before release. Research on protecting individual privacy and data confidentiality has received contributions from many fields. In order to grasp the development of privacy preserving data publishing, we discussed the evolution of this theme, focused on privacy mechanism ...
null Yongbin Yuan +4 more
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