The Semi-Supervised Learning (SSL) paradigm is an extension of supervised learning with the principle of inclusion of unlabeled in- stances, which are used as background knowledge. When using SSL for a classification task, the entire approach is usually denoted as a Semi-Supervised Classification (SSC) ( Chapelle et al., 2010 ), where unlabeled data can be…
We call sequences corpus or qualified corpus a list of sequences of one or several words that we want to be recognized by only one local grammar graph. This sequences corpus is stored in one single file wich must be from one of the following formats : raw text files in which sequences are…
Semantic Term Expansion, number of steps that a lemma (term) will be expanded using Semantic Cloud, part of Cosine SSRM computation model – semantic similarity computation, applied in Industry Term Model (imbWBI)
Taguchi method is proposed by Genichi Taguchi, it is used to determine suitable levels of the design factors. Uses orthogonal arrays (OAs) to analyze all factors of experiments and finds the optimal parameter combination. Main metric is signal-to-noise (S/N) ratio. Once the concept is established, the nominal values of the various dimensions and design parameters…
Refers to Term Category induced term weight factor, in context of Industry Term Model (imbWBI)
Allowed number of parallel DLC threads