Advanced Machine Learning Technologies and Applications : First International Conference, AMLTA 2012, Cairo, Egypt, December 8-10, 2012, Proceedings. 1st ed. 2012
- 種類:
- 電子ブック
- 責任表示:
- edited by Aboul Ella Hassanien, Abdel-Badeeh M. Salem, Rabie Ramadan, Tai-hoon Kim
- 出版情報:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012
- 著者名:
- シリーズ名:
- Communications in Computer and Information Science ; 322
- ISBN:
- 9783642353260 [3642353266]
- 注記:
- Part I: Rough Sets and Applications -- Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey -- A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection -- Learning a Table from a Table with Non-deterministic Information: A Perspective -- Parameterised Fuzzy Petri Nets for Approximate Reasoning in Decision Support Systems -- New Method for Finding Rules in Incomplete and Distributed Information Systems Controlled by Reducts -- Rough Sets-Based Rules Generation Approach: A Hepatitis C Virus Data Sets -- Mammogram Segmentation Using Rough k-Means and Mass Lesion Classification with Artificial Neural Network -- Part II: Machine Learning in Pattern Recognition and Image Processing Automatic Color Image Segmentation Based on Illumination Invariant and Superpixelization -- CBARS: Cluster Based Classification for Activity Recognition Systems -- Wavelet Based Statistical Adapted Local Binary Patterns for Recognizing Avatar Faces -- Solving Avatar Captchas Automat
This book constitutes the refereed proceedings of the First International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2012, held in Cairo, Egypt, in December 2012. The 58 full papers presented were carefully reviewed and selected from 99 intial submissions. The papers are organized in topical sections on rough sets and applications, machine learning in pattern recognition and image processing, machine learning in multimedia computing, bioinformatics and cheminformatics, data classification and clustering, cloud computing and recommender systems. - ローカル注記:
- 学内専用E-BOOKS (local access only)
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