Rule Extraction from Support Vector Machines: An Introduction
暂无分享,去创建一个
[1] Alison Cawsey,et al. Explanation and interaction - the computer generation of explanatory dialogues , 1992, ACL-MIT press series in natural language processing.
[2] Joachim Diederich,et al. Eclectic Rule-Extraction from Support Vector Machines , 2005 .
[3] Ben Taskar,et al. Learning structured prediction models: a large margin approach , 2005, ICML.
[4] G. Nigel Gilbert,et al. Explanation and dialogue , 1989, The Knowledge Engineering Review.
[5] Johanna D. Moore,et al. A Reactive Approach to Explanation , 1989, IJCAI.
[6] Jude W. Shavlik,et al. Using Sampling and Queries to Extract Rules from Trained Neural Networks , 1994, ICML.
[7] Stephen I. Gallant,et al. Connectionist expert systems , 1988, CACM.
[8] Edward H. Shortliffe,et al. Production Rules as a Representation for a Knowledge-Based Consultation Program , 1977, Artif. Intell..
[9] Paul Thagard,et al. The Best Explanation: Criteria for Theory Choice , 1978 .
[10] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[11] Yao Wang,et al. A robust and scalable clustering algorithm for mixed type attributes in large database environment , 2001, KDD '01.
[12] Andreu Català,et al. Rule extraction from support vector machines , 2002, ESANN.
[13] Joachim Diederich,et al. The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks , 1998, IEEE Trans. Neural Networks.
[14] Pavel Berkhin,et al. A Survey of Clustering Data Mining Techniques , 2006, Grouping Multidimensional Data.
[15] Ian Witten,et al. Data Mining , 2000 .
[16] Thorsten Joachims,et al. Text Categorization with Support Vector Machines: Learning with Many Relevant Features , 1998, ECML.
[17] Joachim Diederich,et al. Survey and critique of techniques for extracting rules from trained artificial neural networks , 1995, Knowl. Based Syst..
[18] Paul Thagard,et al. Models of Scientific Explanation , 2008 .