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» Informative Discriminant Analysis
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98
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HCI
2007
15 years 5 months ago
Visual and Auditory Information Specifying an Impending Collision of an Approaching Object
Information about the impending collision of an approaching object can be specified by visual and auditory means. We examined the discrimination thresholds for vision, audition, an...
Liu Zhou, Jingjiang Yan, Qiang Liu, Hong Li, Chaox...
126
Voted
ICASSP
2008
IEEE
15 years 10 months ago
Exploiting dialogue act tagging and prosodic information for action item identification
An important task for multiparty meeting understanding is extracting action items. Action items are a set of tasks that are agreed on by the participants for execution after the m...
Fan Yang, Gökhan Tür, Elizabeth Shriberg
SIGIR
2005
ACM
15 years 9 months ago
Relevance information: a loss of entropy but a gain for IDF?
When investigating alternative estimates for term discriminativeness, we discovered that relevance information and idf are much closer related than formulated in classical literat...
Arjen P. de Vries, Thomas Rölleke
IJCAI
2007
15 years 5 months ago
Optimistic Active-Learning Using Mutual Information
An “active learning system” will sequentially decide which unlabeled instance to label, with the goal of efficiently gathering the information necessary to produce a good cla...
Yuhong Guo, Russell Greiner
AAAI
2011
14 years 3 months ago
Size Adaptive Selection of Most Informative Features
In this paper, we propose a novel method to select the most informative subset of features, which has little redundancy and very strong discriminating power. Our proposed approach...
Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng...