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» Arguing and Explaining Classifications
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CHI
2009
ACM
14 years 23 days ago
Yours, mine and (not) ours: social influences on group information repositories
Group information repositories are systems for storing and organizing files in a central location all group members can access. The functionality and capabilities of these systems...
Emilee Rader
GECCO
2006
Springer
141views Optimization» more  GECCO 2006»
14 years 14 days ago
Applicability issues of the real-valued negative selection algorithms
The paper examines various applicability issues of the negative selection algorithms (NSA). Recently, concerns were raised on the use of NSAs, especially those using real-valued r...
Zhou Ji, Dipankar Dasgupta
SBBD
2007
72views Database» more  SBBD 2007»
13 years 10 months ago
Similarity and Analogy over Application Domains
Abstract. Databases, particularly when storing heterogeneous, sparse semistructured data, tend to provide incomplete information and information which is difficult to categorize. T...
Simone Diniz Junqueira Barbosa, Karin Koogan Breit...
NIPS
2004
13 years 10 months ago
The Entire Regularization Path for the Support Vector Machine
The support vector machine (SVM) is a widely used tool for classification. Many efficient implementations exist for fitting a two-class SVM model. The user has to supply values fo...
Trevor Hastie, Saharon Rosset, Robert Tibshirani, ...
NIPS
1990
13 years 10 months ago
Convergence of a Neural Network Classifier
In this paper, we show that the LVQ learning algorithm converges to locally asymptotic stable equilibria of an ordinary differential equation. We show that the learning algorithm ...
John S. Baras, Anthony LaVigna