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» Experiments with Cost-Sensitive Feature Evaluation
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ISMIR
2005
Springer
127views Music» more  ISMIR 2005»
15 years 6 months ago
Towards a Fast and Efficient Match Algorithm for Content-Based Music Retrieval on Acoustic Data
In this paper we present a fast and efficient match algorithm, which consists of two key techniques: Spectral Correlation Based Feature Merge(SCBFM) and Two-Step Retrieval(TSR). ...
Yi Yu, Chiemi Watanabe, Kazuki Joe
143
Voted
HAIS
2010
Springer
14 years 10 months ago
Reducing Dimensionality in Multiple Instance Learning with a Filter Method
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
Amelia Zafra, Mykola Pechenizkiy, Sebastián...
CIARP
2009
Springer
15 years 7 months ago
Dealing with Inaccurate Face Detection for Automatic Gender Recognition with Partially Occluded Faces
Abstract. Gender recognition problem has not been extensively studied in situations where the face cannot be accurately detected and it also can be partially occluded. In this cont...
Yasmina Andreu, Pedro García-Sevilla, Ram&o...
90
Voted
CANDC
2002
ACM
15 years 19 days ago
A concept to facilitate musical expression
In this paper, we propose a concept for helping performers to freely demonstrate their musical expression. This approach divides all of the musical elements into non-expressive el...
Chika Oshima, Kazushi Nishimoto, Yohei Miyagawa, T...
ICDM
2010
IEEE
185views Data Mining» more  ICDM 2010»
14 years 10 months ago
Detecting Non-compliant Consumers in Spatio-Temporal Health Data: A Case Study from Medicare Australia
This paper describes our experience with applying data mining techniques to the problem of fraud detection in spatio-temporal health data in Medicare Australia. A modular framework...
Kee Siong Ng, Yin Shan, D. Wayne Murray, Alison Su...