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124
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ICML
2010
IEEE
15 years 4 months ago
Learning Markov Logic Networks Using Structural Motifs
Markov logic networks (MLNs) use firstorder formulas to define features of Markov networks. Current MLN structure learners can only learn short clauses (4-5 literals) due to extre...
Stanley Kok, Pedro Domingos
109
Voted
IJCNN
2006
IEEE
15 years 9 months ago
Extraction of Components with Structured Variance
Abstract— We present a method for exploratory data analysis of large spatiotemporal data sets such as global longtime climate measurements, extending our previous work on semibli...
Alexander Ilin, Harri Valpola, Erkki Oja
131
Voted
GW
2003
Springer
100views Biometrics» more  GW 2003»
15 years 9 months ago
Performance Gestures of Musicians: What Structural and Emotional Information Do They Convey?
Abstract. This paper analyzes how expressive gestures of a professional clarinetist contribute to the perception of structural and emotional information in musical performance. The...
Bradley W. Vines, Marcelo M. Wanderley, Carol Krum...
133
Voted
INFOVIS
1999
IEEE
15 years 8 months ago
Navigating Hierarchies with Structure-Based Brushes
Interactive selection is a critical component in exploratory visualization, allowing users to isolate subsets of the displayed information for highlighting, deleting, analysis, or...
Ying-Huey Fua, Matthew O. Ward, Elke A. Rundenstei...
116
Voted
AUSDM
2006
Springer
114views Data Mining» more  AUSDM 2006»
15 years 7 months ago
Consolidated Trees: An Analysis of Structural Convergence
When different subsamples of the same data set are used to induce classification trees, the structure of the built classifiers is very different. The stability of the structure of ...
Jesús M. Pérez, Javier Muguerza, Ola...