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CCIA
2008
Springer
15 years 4 months ago
On the Dimensions of Data Complexity through Synthetic Data Sets
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
Núria Macià, Ester Bernadó-Ma...
125
Voted
CSDA
2010
175views more  CSDA 2010»
15 years 2 months ago
Testing, monitoring, and dating structural changes in exchange rate regimes
Linear regression models for de facto exchange rate regime classification are complemented by inferential techniques for evaluating the stability of the regimes. To simultaneously...
Achim Zeileis, Ajay Shah, Ila Patnaik
122
Voted
ECCV
2008
Springer
16 years 4 months ago
Human Activity Recognition with Metric Learning
This paper proposes a metric learning based approach for human activity recognition with two main objectives: (1) reject unfamiliar activities and (2) learn with few examples. We s...
Du Tran, Alexander Sorokin
125
Voted
CLASSIFICATION
2006
108views more  CLASSIFICATION 2006»
15 years 2 months ago
The Practice of Cluster Analysis
Abstracts "Mixtures at the Interface" David Scott, Rice University Mixture modeling provides an effective framework for complex, high-dimensional data. The potential of m...
Jon R. Kettenring
106
Voted
ISVLSI
2008
IEEE
129views VLSI» more  ISVLSI 2008»
15 years 9 months ago
Smart-NICs: Power Proxying for Reduced Power Consumption in Network Edge Devices
The number of edge devices connected to the Internet is increasing at a rapid rate. To maintain network connectivity, the majority of these devices remain completely powered on wh...
Karthik Sabhanatarajan, Ann Gordon-Ross, Mark Oden...