an incremental learning algorithm based on support vector domain classifier

... An Incremental Learning Algorithm Based on Support Vector Domain Classifier Yinggang Zhao, Qinming He College of Computer Science, Zhejiang University, Hangzhou 310027, China Email: ygzl29g163.com SVDD algorithm gives us an enlightenment: when we classify a binary-class dataset, if we only know part of sample's Abstract category ( for example, samples with categor...

Ngày tải lên: 24/04/2014, 12:29

... representation while providing a wide range of applications in both analytical and computational linguistics. Rhetorical Structure Theory (Mann and Thomp- son, 1988) provides a framework to analyze and study ... compositionality criterion (see Sect. 3.5), we expect to see certain correlations between the relation being classified and relation patterns in either sub-tree, based on theoretic...

Ngày tải lên: 30/03/2014, 23:20

... head (e.g. PLANNING in the term RE- GIONAL NETWORK PLANNING), and expansion (e.g. REGIONAL in the term REGIONAL NETWORK) 1 This analysis allows the organisation of all the candidate terms ... shows an action (CON- STRUCTION) which can be applied to the object LINE. This definition of the context is original compared to the classical context definitions used in Informa- tion Re...

Ngày tải lên: 22/02/2014, 03:20

... utterances and context. The speaker and utterance elements contain information about the characters who speak and what they said at each dialogue turn. On the other hand, context elements contain ... Salton and Buckley, 1988). Before performing the vectorization, word toke- nization was conducted. In this step, all punctua- tion marks were removed, with the exception of the question...

Ngày tải lên: 07/03/2014, 18:20

... Taiwan churen@gate.sinica.edu.tw Abstract This paper describes an on- going project concerning with an ontological lexical re- source based on the abundant conceptual information grounded on Chinese ... traditional philo- logical construct of Hanzi into consideration. By analyzing the conceptual relations between char- acters (b) which scatter among diverse lexical re- sources, we...

Ngày tải lên: 31/03/2014, 01:20

... A Mention-Synchronous Coreference Resolution Algorithm Based on the Bell Tree Xiaoqiang Luo and Abe Ittycheriah Hongyan Jing and Nanda Kambhatla and Salim Roukos 1101 Kitchawan Road Yorktown ... among mentions other than the two in question is ignored. However, models in (McCal- lum and Wellner, 2003) compute directly the probabil- ity of an entity configuration conditioned on mentio...

Ngày tải lên: 31/03/2014, 03:20

Ngày tải lên: 24/04/2014, 12:25

... International Confer- ence on Machine Learning, pages 150–157. Susan Dumais, John Platt, David Heckerman, and Mehran Sahami. 1998. Inductive learning algorithms and representations for text categorization. ... European Conference on Machine Learning. TakuKudo and Yuji Matsumoto. 2000a. Japanese depen- dency structure analysis based on support vector ma- chines. In Proceedings...

Ngày tải lên: 17/03/2014, 08:20

... signal enhancement at very low Gd concentrations. This modularly designed contrast agent represents a new tool for improved monitoring and evaluation of interventions at the gene transcription level. ... synthesis and application of a Gd x Sc 3-x N@C 80 -BioShuttle-conjugate referred to as Gd-cluster@-BioShuttle, which features high proton relaxation and, in comparison to the commonly use...

Ngày tải lên: 26/10/2012, 09:07

... emotion in comparison with five ones by Ortony and Johnson ( sadness, happiness, love, anger, hate) 3 Emotion metaphor An investigation into the role of metaphor in description of emotion in ... manifestations than other conscious states; • they vary along a number of dimensions: intensity, type and range of intentional objects, etc. • they are reputed to be antagonists of rationality;...

Ngày tải lên: 07/11/2012, 14:44