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238 results on '"Lin, Yan-Xia"'

4. Protecting Values Close to Zero Under the Multiplicative Noise Method

Author

Lin, Yan-Xia, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Domingo-Ferrer, Josep, editor, and Montes, Francisco, editor

Published
2018
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5. Quantifying the Protection Level of a Noise Candidate for Noise Multiplication Masking Scheme

Author

Ma, Yue, Lin, Yan-Xia, Krivitsky, Pavel N., Wakefield, Bradley, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Domingo-Ferrer, Josep, editor, and Montes, Francisco, editor

Published
2018
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6. Efficiency and Sample Size Determination of Protected Data

Author

Wakefield, Bradley, Lin, Yan-Xia, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Domingo-Ferrer, Josep, editor, and Montes, Francisco, editor

Published
2018
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7. Reviewing the Methods of Estimating the Density Function Based on Masked Data

Author

Lin, Yan-Xia, Krivitsky, Pavel N., Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Domingo-Ferrer, Josep, editor, and Montes, Francisco, editor

Published
2018
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9. A New Algorithm for Protecting Aggregate Business Microdata via a Remote System

Author

Ma, Yue, Lin, Yan-Xia, Chipperfield, James, Newman, John, Leaver, Victoria, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Domingo-Ferrer, Josep, editor, and Pejić-Bach, Mirjana, editor

Published
2016
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12. Density Approximant Based on Noise Multiplied Data

Author

Lin, Yan-Xia, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and Domingo-Ferrer, Josep, editor

Published
2014
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22. The Probability Distribution of Distance TSS-TLS Is Organism Characteristic and Can Be Used for Promoter Prediction

Author

Dai, Yun, Zhang, Ren, Lin, Yan-Xia, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Ali, Moonis, editor, and Dapoigny, Richard, editor

Published
2006
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23. Identity-Based Authenticated Broadcast Encryption and Distributed Authenticated Encryption

Author

Mu, Yi, Susilo, Willy, Lin, Yan-Xia, Ruan, Chun, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Maher, Michael J., editor

Published
2005
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25. Identity-Based Broadcasting

Author

Mu, Yi, Susilo, Willy, Lin, Yan-Xia, Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Johansson, Thomas, editor, and Maitra, Subhamoy, editor

Published
2003
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26. The Airway Microbiota Signatures of Infection and Rejection in Lung Transplant Recipients

Author

Su, Jin, primary, Li, Chun-xi, additional, Liu, Hai-yue, additional, Lian, Qiao-yan, additional, Chen, Ao, additional, You, Zhi-xuan, additional, Li, Kun, additional, Cai, Yu-hang, additional, Lin, Yan-xia, additional, Pan, Jian-bing, additional, Zhang, Guo-xia, additional, Ju, Chun-rong, additional, You, Chang-xuan, additional, and He, Jian-xing, additional

Published
2022
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31. Multi-user Quantum Cryptography

Author

International Symposium on Information Theory & Its Applications (1994 : Sydney, N.S.W.), Mu, Yi, Zheng, Yuliang, and Lin, Yan-Xia

Published
1994

32. Privacy Protection Practice for Data Mining with Multiple Data Sources: An Example with Data Clustering.

Author

O'Shaughnessy, Pauline and Lin, Yan-Xia

Subjects
*DATA mining, *DATA protection, *STATISTICS, *CLUSTER analysis (Statistics), *PRIVACY, *K-means clustering
Abstract

In the age of data, data mining provides feasible tools with which to handle large datasets consisting of data from multiple sources. However, there is limited research on retrieving statistical information from data when data are confidential and cannot be shared directly. In this paper, we address this problem and propose a framework for performing data analysis using data from multiple sources without revealing true values for privacy purposes. The proposed framework includes three steps. First, data custodians individually mask data before publishing; then, the masked data collection is used to reconstruct the density function of the original dataset, from which resampled values are generated; last, existing data mining techniques are applied directly to the resampled data. This framework utilises the technique of reconstructing an original density function from noise-masked data using the moment-based density estimation method, which plays an essential role. Simulation studies show that the proposed framework performs well; analysis results from the resampled data are comparable to those of the original data when the density of the original data is estimated well. The proposed framework is demonstrated in data clustering analysis using the example of a real-life Australian soybean dataset. Results from the k-means algorithms with two and three fitted clusters are presented to show that cluster analysis using resampled data can well replicate that of the original data. [ABSTRACT FROM AUTHOR]

Published
2022
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36. The Airway Microbiota Signatures of Infection and Rejection in Lung Transplant Recipients

Author

Su, Jin, primary, Li, Chun-xi, additional, Liu, Hai-yue, additional, Chen, Ao, additional, You, Zhi-xuan, additional, Lian, Qiao-yan, additional, Li, Kun, additional, Cai, Yu-hang, additional, Lin, Yan-xia, additional, Pan, Jian-bing, additional, Zhang, Guo-xia, additional, He, Jian-xing, additional, Ju, Chun-rong, additional, and You, Chang-xuan, additional

Published
2021
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39. Can conintegration-based forecasting outperform univariate models? An application to Asian exchange rates

Author

McCrae, Michael, Lin, Yan-Xia, Pavlik, Daniel, and Gulati, Chandra M.

Subjects
Forecasting -- Analysis, Economic research -- Methods, Foreign exchange -- Forecasts and trends, Business, Economics, Government, Mathematics
Abstract

It is generally held that short-and-medium-term forecasts are more accurate if restrictions are placed on low-frequency dynamics of cointegrated variables rather than using univariate techniques that have no such information. A univariate technique is evaluated here for its short-and-medium-term forecasting accuracy of Asian exchange rates.

Published
2002

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