by admin | Jun 24, 2016 | Uncategorized
Redundant and irrelevant features in data have caused a long-term problem in network traffic classification. These features not only slow down the process of classification but also prevent a classifier from making accurate decisions, especially when coping with big...
by admin | Jun 24, 2016 | 2016 ieee projects
Classification problems in high dimensional data with a small number of observations are becoming more common especially in microarray data. During the last two decades, lots of efficient classification models and feature selection (FS) algorithms have been proposed...
by admin | Jun 24, 2016 | Uncategorized
We address the problem of finding query facets which are multiple groups of words or phrases that explain and summarize the content covered by a query. We assume that the important aspects of a query are usually presented and repeated in the query’s top retrieved...
by admin | Jun 24, 2016 | Uncategorized
Adaptive Processing for Distributed Skyline Queries over Uncertain Data Query processing over uncertain data has gained growing attention, because it is necessary to deal with uncertain data in many real-life applications. In this paper, we investigate skyline queries...
by admin | Jun 24, 2016 | Uncategorized
We propose TrustSVD, a trust-based matrix factorization technique for recommendations. TrustSVD integrates multiple information sources into the recommendation model in order to reduce the data sparsity and cold start problems and their degradation of recommendation...
