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ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
15 years 7 months ago
Set-Based Boosting for Instance-Level Transfer
—The success of transfer to improve learning on a target task is highly dependent on the selected source data. Instance-based transfer methods reuse data from the source tasks to...
Eric Eaton, Marie desJardins
AI
2009
Springer
15 years 7 months ago
Cost-Based Sampling of Individual Instances
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
William Klement, Peter A. Flach, Nathalie Japkowic...
ICMCS
2007
IEEE
111views Multimedia» more  ICMCS 2007»
15 years 7 months ago
Multi-Pitch Estimation Based on Partial Event and Support Transfer
This paper proposes a method for the multi-pitch estimation of polyphonic music signals. Instead of on the frame level, the estimation is based on the Partial Event, which is de...
Zhiyao Duan, Dan Zhang, Changshui Zhang, Zhenwei S...
AUSDM
2007
Springer
100views Data Mining» more  AUSDM 2007»
15 years 7 months ago
Predictive Model of Insolvency Risk for Australian Corporations
This paper describes the development of a predictive model for corporate insolvency risk in Australia. The model building methodology is empirical with out-ofsample future year te...
Rohan A. Baxter, Mark Gawler, Russell Ang
ICMCS
2006
IEEE
131views Multimedia» more  ICMCS 2006»
15 years 7 months ago
Self-Supervised Learning for Robust Video Indexing
The performance of video analysis and indexing algorithms strongly depends on the type, content and recording characteristics of the analyzed video. Current video indexing approac...
Ralph Ewerth, Bernd Freisleben