Ensembles of multi-instance learners
作者： Zhi-Hua Zhou , Min-Ling Zhang
DOI: 10.1007/978-3-540-39857-8_44
关键词:
摘要: … is to predict the labels of unseen bags. Through analyzing two famous multi-instance learning … [11] when they were investigating the problem of drug activity prediction. In this learning …
springer.com
core.ac.uk
nju.edu.cn 
sci-hub.se 参考文章(22)
Yann Chevaleyre, Jean-Daniel Zucker, Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem Advances in Artificial Intelligence. ,vol. 2056, pp. 204- 214 ,(2001) , 10.1007/3-540-45153-6_20
Thomas G. Dietterich, Machine-Learning Research Ai Magazine. ,vol. 18, pp. 97- 136 ,(1997) , 10.1609/AIMAG.V18I4.1324
Aparna Lakshmi Ratan, Oded Maron, Multiple-Instance Learning for Natural Scene Classification international conference on machine learning. pp. 341- 349 ,(1998)
Avrim Blum, Adam Kalai, A Note on Learning from Multiple-Instance Examples conference on learning theory. ,vol. 30, pp. 23- 29 ,(1998) , 10.1023/A:1007402410823
Daniel R. Dooly, Sally A. Goldman, Robert Amar, Qi Zhang, Multiple-Instance Learning of Real-Valued Data international conference on machine learning. pp. 3- 10 ,(2001)
Luc De Raedt, Attribute-Value Learning Versus Inductive Logic Programming: The Missing Links (Extended Abstract) inductive logic programming. ,vol. 1446, pp. 1- 8 ,(1998) , 10.1007/BFB0027304
Zhi-Hua Zhou, Min-Ling Zhang, Neural Networks for Multi-Instance Learning ,(2002)
Peter Auer, On Learning From Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach international conference on machine learning. pp. 21- 29 ,(1997)
Yoav Freund, Robert E Schapire, A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting conference on learning theory. ,vol. 55, pp. 119- 139 ,(1997) , 10.1006/JCSS.1997.1504
Peter Auer, Philip M. Long, Aravind Srinivasan, Approximating hyper-rectangles: learning and pseudo-random sets symposium on the theory of computing. pp. 314- 323 ,(1997) , 10.1145/258533.258611