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103
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ICML
2007
IEEE
16 years 3 months ago
Sample compression bounds for decision trees
We propose a formulation of the Decision Tree learning algorithm in the Compression settings and derive tight generalization error bounds. In particular, we propose Sample Compres...
Mohak Shah
102
Voted
IEEEICCI
2007
IEEE
15 years 8 months ago
On Experiments for Measuring Cognitive Weights for Software Control Structures
Shao and Wang have proposed a cognitive complexity measure[8] as a metric that can be used for estimating the comprehension effort for understanding software written in imperative...
Volker Gruhn, Ralf Laue
105
Voted
SEMCO
2007
IEEE
15 years 8 months ago
Multimedia Reasoning with Natural Language Support
In this paper we present an approach that combines multimedia reasoning and natural language processing for the semantic integration of automatic and manual image annotations base...
Stamatia Dasiopoulou, Johannes Heinecke, Carsten S...
113
Voted
ENTCS
2007
119views more  ENTCS 2007»
15 years 2 months ago
PML: Toward a High-Level Formal Language for Biological Systems
Documentation of knowledge about biological pathways is often informal and vague, making it difficult to efficiently synthesize the work of others into a holistic understanding of...
Bor-Yuh Evan Chang, Manu Sridharan
114
Voted
ICANN
2007
Springer
15 years 8 months ago
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing
Abstract. Reservoir Computing (RC) uses a randomly created recurrent neural network where only a linear readout layer is trained. In this work, RC is used for detecting complex eve...
Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoi...