...with mapreduce. this paper proposes a novel hybrid datasets merging algorithm on top of map reduce, hdma. hdma can help to...fields. hdma retains the advantages of both methods, and it can make good use of the memory of data nodes. experiments show that...
...order to individuate main classes of proteins governing
functioning of these cells. from these analyses it seems to emerge a central role for heat shock proteins in immature...that maturation, other than representing a bottleneck
to protein expression, could sculpt interaction maps via reducing complexity of immature interactomics profiles....
...2-dimensional som based methods for document analysis. the method, termed adaptive topological tree structure (atts), generates a taxonomy of underlying topics from a set of unclassified, unstructured documents. the atts consists of a hierarchy of adaptive self- organising chains, each of which is validated independently using a proposed entropy-based bayesian information...
...lags and perform complex sequential mappings. in spite
of several successful applications (mostly based on hidden markov models), the general class of sequence learning problems
is still...current models seem to exhibit a number of limitations. one of these limitations, at least for some application domains, is
the causality assumption. a dynamical system is said to...
...this chapter presents a vision-based system for touch-free interaction with a display at a distance. a single camera is fixed
on...parallel and cascaded tracker
evaluation. for the case of fist tracking, combining a small number of observers in a cascade results in an efficient...
Published in 2010.
...numbers, or interpreting the contents of packet payloads. new work,is emerging,on the use of statistical traffic characteristics to assist...reviewed,according,to their choice of ml strategies and primary contributions,to the literature. we also discuss a number,of key requirements,for the employment,of ml-based traffic classifiers in...