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Since the number of genes in genesOcc m is O(| R|) and computing the first and last column of the valid model m takes constant time, reporting all maximal e-CCC-Biclusters using procedure reportMaximalBiclusters is O(| R|| C|1+ e |Σ| e ).
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Note that the valid models identified by the original SPELLER algorithm are already row-maximal.
This means that the valid models reported by SPELLER are only row-maximal.
In order to solve the Common Motifs Problem, SPELLER builds a generalized suffix tree T for the set of sequences S i and then, after some further preprocessing, uses this tree to "spell" the valid models.
Step 3 of e-CCC-Biclustering, described in detail in procedure deleteRepeatedBiclusters below, uses a hash table to remove from modelsOcc all the valid models that, although maximal (left and right), identify repeated e-CCC-Biclusters.
In step 2 of e-CCC-Biclustering (details in procedure deleteNonLeftMaximalBiclusters below), we remove from the valid models stored in modelsOcc (identifying right-maximal e-CCC-Biclusters) those not corresponding to left-maximal e-CCC-Biclusters.
As a very practical way the following identification strategy was used: independent model parameter estimation in the different working points and the calculation of the global valid model output as the weighted sum of the sub-models.
In the "Local (Valid)" model, the five fMRI clusters were used as separate binarized, variance components, allowing them to be "weighted" differentially via their hyperparameters to maximize the free energy.
Since the mixed model was a combination of models of higher coefficient of determination, it was considered that the mixed model was the most valid model for our study.
This, as well as the small number of cases, may probably explain the difficulties to fit the data and obtain a valid model for the asbestosis incidence.
Is the TAM a valid model to explain students' intention to use ICT tools? .
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com