The associated Critical Data Conference addressed growing concerns that Big Data will only augment the problem of unreliable research.
Here one has to augment the problem with some additional regularization, e.g. enforcing the weights of neighboring time-lags to be similar [ 39].
Antimicrobial drugs overuse, over dosing, drugs prescription with improper susceptibility test, self-medication and long duration of hospitalization was suggested to augment the problem of MDR in developing nations [ 5].
For many providers, the lack of reliability meant that they would still review (and possibly update) the problem list, but that they will augment the problem list with other sources of information such as medications, notes, recent hospital discharge summaries or interviewing the patient (see the Alternatives theme).
We next investigate strategies to improve the performance of the algorithm by augmenting the master problem with several valid inequalities such as cover constraints, connectivity constraints, and path constraints.
The experience of poor paternal care might be projected onto these superiors, thus augmenting the adjustment problem.
In this paper, a modified simple penalty function is proposed for a constrained nonlinear programming problem by augmenting the dimension of the program with a variable that controls the weight of the penalty terms.
Along the same lines, the cost function of (18) can be viewed as a BPDN problem by augmenting the measurement and the state noise minimization terms into a single least squares term [17].
It would thus be possible to increase the size of problem instances without augmenting the algorithm's execution time by a factor larger than n2 and obtain solutions with an equivalent quality.
One common explanation is the memory aid hypothesis: external representations help problem solving by augmenting the limited-capacity working memory with a much larger external memory storage [e.g.], [ 1], [2] [4].
Concerning the results obtained, in spite of having augmented the complexity of the classification problem with more classes, the performance of our proposals in the binary problem is similar to the one reported in the literature.
