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ICDM
2005
IEEE
151views Data Mining» more  ICDM 2005»
16 years 6 days ago
A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria
In this paper, we propose a semi-supervised framework for learning a weighted Euclidean subspace, where the best clustering can be achieved. Our approach capitalizes on user-const...
Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, M...
CICLING
2001
Springer
15 years 11 months ago
Automatic Keyword Extraction Using Domain Knowledge
Documents can be assigned keywords by frequency analysis of the terms found in the document text, which arguably is the primary source of knowledge about the document itself. By in...
Anette Hulth, Jussi Karlgren, Anna Jonsson, Henrik...
VISUALIZATION
1995
IEEE
15 years 10 months ago
Authenticity Analysis of Wavelet Approximations in Visualization
Wavelet transforms include data decompositions and reconstructions. This paper is concerned with the authenticity issues of the data decomposition, particularly for data visualiza...
Pak Chung Wong, R. Daniel Bergeron
LION
2010
Springer
197views Optimization» more  LION 2010»
15 years 10 months ago
Adapting to a Realistic Decision Maker: Experiments towards a Reactive Multi-objective Optimizer
The interactive decision making (IDM) methods exploit the preference information from the decision maker during the optimization task to guide the search towards favourite solution...
Paolo Campigotto, Andrea Passerini
ANLP
2000
115views more  ANLP 2000»
15 years 8 months ago
An Empirical Assessment of Semantic Interpretation
We introduce a framework for semantic interpretation in which dependency structures are mapped to conceptual representations based on a parsimonious set of interpretation schemata...
Martin Romacker, Udo Hahn