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Vaidya, Jaideep
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Opinions of people: factoring in privacy and trust
Basu A., Vaidya J., Corena J., Kiyomoto S., Marsh S., Guo G., Zhang J., Miyake Y. ACM SIGAPP Applied Computing Review 14(3): 7-21, 2014. Type: Article
As online social networks have become part of daily life, social aware recommendation has progressively emerged, aiming at more sophisticated schemata to support automated recommendations....
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Nov 20 2014
Privacy-preserving decision trees over vertically partitioned data
Vaidya J., Clifton C., Kantarcioglu M., Patterson A. ACM Transactions on Knowledge Discovery from Data 2(3): 1-27, 2008. Type: Article
Iterative dichotomiser 3 (ID3) is a classification algorithm that uses a fixed set of examples to build a decision tree. This paper presents an interesting variant of the ID3 algorithm that can be used to classify vertically partitione...
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Feb 4 2009
Privacy preserving data mining (Advances in Information Security)
Vaidya J., Zhu Y., Clifton C., Springer-Verlag New York, Inc., Secaucus, NJ, 2005. 121 pp. Type: Book (9780387258867)
The purpose of this book is twofold. First, the authors describe the general nature of the interaction between data mining and privacy (in chapters 1 through 3 and chapter 8). Second, the authors discuss specific types of data mining t...
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May 16 2006
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