privacy preserving data mining
privacy preserving data mining
... be a privacy issue, privacy- preserving data mining technology supports all of these needs. The goal of privacy- preserving data mining - analyzing data while limiting disclosure of that data ... One approach to privacy- preserving data mining is based on perturbating the original data, then providing the perturbed dataset as input to the data mining algorit...
Ngày tải lên: 25/03/2014, 12:01
Enabling Collaborative Network Security with Privacy-Preserving Data Aggregation pdf
... computation (MPC) for privacy- preserving net- 1.2 Part II: Privacy- Preserving Data Sharing using MPC 9 work management. The motivation for this is to escape the vexatious privacy- utility tradeoff. ... data Private data (known to a single domain) Public data (known to all domains) Input Peer Privacy Peers (simulated TTP) Secret Sharing Local data Input Peer Local data...
Ngày tải lên: 28/03/2014, 20:20
mobility, data mining, & privacy - geographic knowledge discovery
... KnowledgeHiding 304 11.4 DistributedPrivacy-PreservingDataMining 312 11.5 Privacy- AwareKnowledgeSharing 320 11.6 Roadmap Toward Privacy- Aware Mining of Spatiotemporal Data . . 325 11.7 Conclusions ... knowledge from those data, capable of going beyond the limitations of traditional statistics, machine learning and database querying. This is what data mining is about. 2 Data Mi...
Ngày tải lên: 25/03/2014, 11:52
Data warehuose and data mining
... trình KDD Knowledge 1 2 3 4 5 Data cleaning Data warehouse Task relevant data Data mining Pattern Evaluation selection Data integration Mục đích KTDL 5/12/200918 Data Mining Predictive Descriptive Classification Time ... lý • Kiểm soát chất lượng 5/12/200915 Biến thời gian 9 • Data • Time • 01/97 • 02/97 • 03/97 • Data for January • Data for February • Data for March •...
Ngày tải lên: 18/01/2013, 16:15
Data Mining - Chapter 2
... ZhaoHui Tang, Jamie MacLennan, Data Mining with SQL Server 2005”, Wiley Publishing, 2005. [6] Oracle, Data Mining Concepts”, B28129-01, 2008. [7] Oracle, Data Mining Application Developer’s ... Micheline Kamber, Data Mining: Concepts and Techniques”, Second Edition, Morgan Kaufmann Publishers, 2006. [2] David Hand, Heikki Mannila, Padhraic Smyth, “Principles of Data Mi...
Ngày tải lên: 23/01/2013, 22:17
Data mining
... Thống Kê, ĐH Kinh Tế TPHCM 30 Hình 5.9: Bảng Model Model name: Tên mô hình Use partition data: phân vùng dữ liệu Mode. phương pháp được sử dụng để xây dựng mô hình. General model: mô ... Hình 5.10: Bảng Model C5.0 Model: Model name: Xác định tên của mô hình Use partition data : dữ liệu phân vùng Output type: bạn muốn mô hình kết quả là một cây Quyết định hoặc thiết ....
Ngày tải lên: 17/02/2013, 16:08
Data Mining Tutorial
... Regression – Neural Networks – Association Analysis – Nearest Neighbor – Clustering – Etc. Data Mining Tutorial Data Mining Tutorial D. A. Dickey We Use LEAST SQUARES Squared residuals sum to 9609 χ 2 ... Data Mining - What is it? • Large datasets • Fast methods • Not significance testing • Topics – Trees (recursive ... wrong. p>0.05 is inconclusive. Distribution of t Under...
Ngày tải lên: 04/03/2013, 14:32
data-miningppt378
... C k 13 Data Mining: A KDD Process Data mining: the core of knowledge discovery process. Data Cleaning Data Integration Databases Data Warehouse Task-relevant Data Selection Data Mining Pattern ... engineering, etc.) 1990s—2000s: Data mining and data warehousing, multimedia databases, and Web databases 5 What Is Data Mining? Data mining (knowledge...
Ngày tải lên: 04/03/2013, 14:32
data-mining-tutorial
... Many Names of Data Mining Data Fishing, Data Dredging: 1960- used by statisticians (as bad name) Data Mining :1990 used in DB community, business Knowledge Discovery in Databases (1989-) used ... parameter settings The test data can’t be used for parameter tuning! Proper procedure uses three sets: training data, validation data, and test data Validatio...
Ngày tải lên: 04/03/2013, 14:32
hash-based approach to data mining
... Hash-Based Approach to Data Mining 3 CHAPTER 1: Introduction 1.1 Overview of finding association rules It is said that, we are being flooded in the data. However, all data are in the ... initial data. Therefore, data mining grows quickly, step by step plays a key role in our lives now. Each application has other requirements, correlate with other methods for th...
Ngày tải lên: 15/04/2013, 21:33