ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
Many complex, real world phenomena are difficult to study directly using controlled experiments. Instead, the use of computer simulations has become commonplace as a feasible alte...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
Modern process and condition monitoring systems produce a huge amount of data which is hard to analyze manually. Previous analyzing techniques disregard time information and concen...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
Abstract. The Levenstein or edit distance was developed as a metric for calculating distances between character strings. We are looking at weighting the different edit operations (...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
In this paper we present our original methodology, in which Matching Pursuit is used for networks anomaly and intrusion detection. The architecture of anomaly-based IDS based on si...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
We propose a generalized model with configurable discretizer actuators as a solution to the problem of the discretization of massive numerical datasets. Our solution is based on a ...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
ICANNGA
2009
Springer
14 years 6 months ago
2009
Springer
In this paper we present application of genetic programming (GP) [1] to evolution of indirect encoding of neural network weights. We compare usage of original HyperNEAT algorithm w...
GECCO
2009
Springer
14 years 6 months ago
2009
Springer
In this paper we propose to use a distance metric based on user-preferences to efficiently find solutions for manyobjective problems. We use a particle swarm optimization (PSO) a...
GECCO
2009
Springer
14 years 6 months ago
2009
Springer
This paper studies the multi-objectivization of single-objective optimization problems (SOOP) using evolutionary multi-objective algorithms (EMOAs). In contrast to the single-obje...
FIRA
2009
Springer
14 years 6 months ago
2009
Springer
Abstract. Stereo and motion analysis are potential techniques for providing information for control or assistance systems in various robotics or driver assistance applications. Thi...