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» Novel Algorithms for Privacy Preserving Utility Mining
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AAAI
2010
13 years 3 months ago
Multilinear Maximum Distance Embedding Via L1-Norm Optimization
Dimensionality reduction plays an important role in many machine learning and pattern recognition tasks. In this paper, we present a novel dimensionality reduction algorithm calle...
Yang Liu, Yan Liu, Keith C. C. Chan
ISMIR
2005
Springer
118views Music» more  ISMIR 2005»
14 years 6 days ago
New Music Interfaces for Rhythm-Based Retrieval
In the majority of existing work in music information retrieval (MIR) the user interacts with the system using standard desktop components such as the keyboard, mouse or sometimes...
Ajay Kapur, Richard I. McWalter, George Tzanetakis
ICVGIP
2008
13 years 8 months ago
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach
A novel nonlinear cooperative approach to image denoising and restoration is presented. Samples from the image field with similar characteristics are first grouped into clusters b...
Akshaya Kumar Mishra, Alexander Wong, David A. Cla...
KDD
2000
ACM
140views Data Mining» more  KDD 2000»
13 years 10 months ago
Effective Retrieval of Audio Information from Annotated Text Using Ontologies
To improve the accuracy in terms of precision and recall of an audio information retrieval system we have created a domainspecific ontology (a collection of key concepts and their...
Latifur Khan, Dennis McLeod
KDD
2001
ACM
145views Data Mining» more  KDD 2001»
14 years 7 months ago
Proximal support vector machine classifiers
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
Glenn Fung, Olvi L. Mangasarian