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Download or read book Frontiers in Cyber Security written by Guangquan Xu and published by Springer Nature. This book was released on 2020-11-05 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Conference on Frontiers in Cyber Security, FCS 2020, held in Tianjin, China*, in November 2020. The 39 full papers along with the 10 short papers presented were carefully reviewed and selected from 143 submissions. The papers are organized in topical sections on: IoT security; artificial intelligence; blockchain; cyber-physical systems security; cryptography; database security; depth estimation; mobile security; network security; privacy; program analysis; quantum cryptography; steganography; web security. *The conference was held virtually due to the COVID-19 pandemic.
Download or read book Techniques for Designing Classification Problems written by Ratna Raju Mukiri and published by Educreation Publishing. This book was released on 2018-10-30 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: The thesis is mainly concerned with classification of tasks and related issues that appear in real-world scenarios, such as incomplete records and irrelevant and/or redundant pieces of information, imbalanced class distribution and imbalanced error costs. There is no universally accepted best classifier and general rules for appropriate metric to select in a certain context exist. Translating the data characteristics and problem goals into appropriate performance, metrics, appropriate classifier is successful data mining process. An original meta-learning framework for automated classifier selection is presented in the case studies section for baseline performance assessment.
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