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ML
2010
ACM
15 years 4 months ago
Semi-supervised local Fisher discriminant analysis for dimensionality reduction
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...
Masashi Sugiyama, Tsuyoshi Idé, Shinichi Na...
ICCAD
2008
IEEE
150views Hardware» more  ICCAD 2008»
16 years 3 months ago
Performance estimation and slack matching for pipelined asynchronous architectures with choice
— This paper presents a fast analytical method for estimating the throughput of pipelined asynchronous systems, and then applies that method to develop a fast solution to the pro...
Gennette Gill, Vishal Gupta, Montek Singh
CSREAESA
2006
15 years 8 months ago
Integration of an Analysis Tool for Large-Scale Embedded Real-Time Software into a Vehicle Control Platform Development Tool Cha
- We present a software tool for high-level design and analysis of large-scale embedded real-time software, which has been integrated into a vehicle control platform development to...
Xiaofeng Yin, Daniel L. Kiskis, Daniel Mihalik, Ka...
DAGM
2006
Springer
15 years 8 months ago
A Multiple Graph Cut Based Approach for Stereo Analysis
This paper presents an optimization framework for the 3D reconstruction of the surfaces from stereo image pairs. The method is based on employing popular graph cut methods under th...
Ulas Vural, Yusuf Sinan Akgul
ICANN
2003
Springer
15 years 11 months ago
Self-Organizing Operator Maps in Complex System Analysis
Abstract. The growth in amount of data available today has encouraged the development of effective data analysis methods to support human decision-making. Neuro-fuzzy computation ...
Pasi Lehtimäki, Kimmo Raivio, Olli Simula