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| attributenets: an incremental learning method for interpretable classification | |
| Wu Hu; Wang Yongii; Huai Xiaoyong | |
| 2007 | |
| 会议名称 | 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining |
| 会议录名称 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| 页码 | 940-947 |
| 会议日期 | 43973 |
| 会议地点 | Nanjing, PEOPLES R CHINA |
| 出版地 | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY |
| 出版者 | ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS |
| ISSN | 0302-9743 |
| ISBN | 978-3-540-71700-3 |
| 部门归属 | Chinese Acad Sci, Inst Software, Beijing 10080, Peoples R China. |
| 摘要 | Incremental learning is of more and more importance in real world data mining scenarios. Memory cost and adaptation cost are two major concerns of incremental learning algorithms. In this paper we provide a novel incremental learning method, A |
| 关键词 | Data Mining Learning Algorithms Problem Solving Statistical Methods Storage Allocation (Computer) |
| 主办者 | Nanjing Univ, LAMDA Grp, Nanjing Univ, Aeronaut & Astronaut, Japanese Soc Artificial Intelligence, Singapore Inst Stat, Natl Nat Sci Fdn China, Microsoft adCenter Labs, NEC Labs, China, Microsoft Res Asia, Salford Syst, KC Wong Educ Fdn |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/11076 |
| 专题 | 互联网软件技术实验室 |
| 推荐引用方式 GB/T 7714 | Wu Hu,Wang Yongii,Huai Xiaoyong. attributenets: an incremental learning method for interpretable classification[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS,2007:940-947. |
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