The rapid growth of the Internet means that more information is available than ever before. Multilingual multi-document summarisation offers a way to access this information even ...
We extend the main idea of a fuzzy analysis of consensusintroduced by Spillman, Spillman and Bezdek [12]- that is based on a concept of a distance from consensus - to a case when ...
Many classification tasks benefit from integrating manifold learning and semi-supervised learning. By formulating the learning task in a semi-supervised manner, we propose a novel...
We introduce models for density estimation with multiple, hidden, continuous factors. In particular, we propose a generalization of multilinear models using nonlinear basis functi...
We improve the best known competitive ratio (from 1/4 to 1/2), for the online multi-unit allocation problem, where the objective is to maximize the single-price revenue. Moreover, ...