Titlebook: Intelligent Data Engineering and Automated Learning – IDEAL 2015; 16th International C Konrad Jackowski,Robert Burduk,Hujun Yin Conference

不知疲倦

A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes,ze in the direction of the local and global best particles, and in its movement in the direction of the input data at every iteration. This results in the so-called Membership Weighted Fuzzy Particle Swarm Clustering (MWFPSC). The modified algorithm was applied to six benchmark datasets from the lit

净礼

Mammal

Information Retrieval and Data Forecasting via Probabilistic Nodes Combination,ristic points of information retrieval and data forecasting. PNC modeling via nodes combination and parameter γ as probability distribution function enables 2D point extrapolation and interpolation. Two-dimensional information is modeled via nodes combination and some functions as continuous probabi

迎合

EVIDIST: A Similarity Measure for Uncertain Data Streams,ata streams. Traditional distance measures such as the Euclidean distance do not always work well for uncertain data streams. In this paper, we present EVIDIST, a new distance measure for uncertain data streams, where uncertainty is modeled as sample observations at each time slot. We conduct an ext

Senescent

骨

Effective Realizations of Biorthogonal Wavelet Transforms of Lengths ,/, with Lattice Structures onf lattice structures on parallel graphics processors (GPU) and on CPU. The aim of the research is to indicate lattice structure which allows to obtain higher efficiency of computations in case of both GPU and CPU architectures.

COST

放气

Variable Transformation for Granularity Change in Hierarchical Databases in Actual Data Mining Solu mining applications based on relational databases with data at different grains. In an actual solution for assessing the schools´ quality based on official school survey and students tests data, variables at the student and teachers´ grains had to become features of the schools they belonged. The f

OCTO

dominant