Sciweavers

4085 search results - page 427 / 817
» Benchmarking Data Mining Algorithms
Sort
View
120
Voted
PAMI
2008
135views more  PAMI 2008»
15 years 5 months ago
MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm
In this paper, we develop a new effective multiple kernel learning algorithm. First, we map the input data into m different feature spaces by m empirical kernels, where each genera...
Zhe Wang, Songcan Chen, Tingkai Sun
IPPS
2010
IEEE
15 years 3 months ago
Consistency in hindsight: A fully decentralized STM algorithm
Abstract--Software transactional memory (STM) algorithms often rely on centralized components to achieve atomicity, isolation and consistency. In a distributed setting, centralized...
Annette Bieniusa, Thomas Fuhrmann
BMCBI
2008
158views more  BMCBI 2008»
15 years 5 months ago
LC-MSsim - a simulation software for liquid chromatography mass spectrometry data
Background: Mass Spectrometry coupled to Liquid Chromatography (LC-MS) is commonly used to analyze the protein content of biological samples in large scale studies. The data resul...
Ole Schulz-Trieglaff, Nico Pfeifer, Clemens Gr&oum...
130
Voted
GECCO
2005
Springer
121views Optimization» more  GECCO 2005»
15 years 10 months ago
An evolutionary algorithm to generate hyper-ellipsoid detectors for negative selection
This paper introduces hyper-ellipsoids as an improvement to hyper-spheres as intrusion detectors in a negative selection problem within an artificial immune system. Since hyper-s...
Joseph M. Shapiro, Gary B. Lamont, Gilbert L. Pete...
134
Voted
IJCNN
2006
IEEE
15 years 11 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer