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Dai, Honghua

Reliable Knowledge Discovery

Dai, Honghua - Reliable Knowledge Discovery, ebook

259,25€

Ebook, PDF with Adobe DRM
ISBN: 9781461419037
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Table of contents

1. Transductive Reliability Estimation for Individual Classifications in Machine Learning and Data Mining
Matjaž Kukar

2. Estimating Reliability for Assessing and Correcting Individual Streaming Predictions
Pedro Pereira Rodrigues, Zoran Bosnić, João Gama, Igor Kononenko

3. Error Bars for Polynomial Neural Networks
Nikolay Nikolaev, Evgueni Smirnov

4. Robust-Diagnostic Regression: A Prelude for Inducing Reliable Knowledge from Regression
Abdul Awal Md. Nurunnabi, Honghua Dai

5. Reliable Graph Discovery
Honghua Dai

6. Combining Version Spaces and Support Vector Machines for Reliable Classification
Evgueni Smirnov, Georgi Nalbantov, Ida Sprinkhuizen-Kuyper

7. Reliable Ticket Routing in Expert Networks
Gengxin Miao, Louise E. Moser, Xifeng Yan, Shu Tao, Yi Chen, Nikos Anerousis

8. Reliable Aggregation on Network Traffic for Web Based Knowledge Discovery
Shui Yu, Simon James, Yonghong Tian, Wanchun Dou

9. Sensitivity and Generalization of SVM with Weighted and Reduced Features
Yan-xing Hu, James N. K. Liu, Li-wei Jia

10. Reliable Gesture Recognition with Transductive Confidence Machines
Ida Sprinkhuizen-Kuyper, Louis Vuurpijl, Youri Pinxteren

11. Reliability in A Feature-Selection Process for Intrusion Detection
Hai Thanh Nguyen, Katrin Franke, Slobodan Petrović

12. The Impact of Sample Size and Data Quality to Classification Reliability
Honghua Dai

13. A Comparative Analysis of Instance-based Penalization Techniques for Classification
Georgi Nalbantov, Patrick Groenen, Evgueni Smirnov

14. Subsequence Frequency Measurement and its Impact on Reliability of Knowledge Discovery in Single Sequences
Min Gan, Honghua Dai

15. Improving Reliability of Unbalanced Text Mining by Reducing Performance Bias
Ling Zhuang, Min Gan, Honghua Dai

16. Formal Representation and Verification of Ontology Using State Controlled Coloured Petri Nets
James N. K. Liu, Ke Wang, Yu-Lin He, Xi-Zhao Wang

17. A Reliable System Platform for Group Decision Support under Uncertain Environments
Junyi Chai, James N. K. Liu

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), Database Management, Pattern Recognition, Data Storage Representation, Computer Graphics

Author(s)
 
 
Publisher
Springer
Publication year
2012
Language
en
Edition
2012
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781461419037

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