time complexityalgorithmentropy changeIn order to find out the limiting speed of solving a specific problem using computer, this essay provides a method based on the entropy of information. The relationship between the minimum time complexity and the information entropy change is illustrated. Several ...
the first model presented incorporates a term that accounts for the curing time while the second model contains terms that account for both the curing time and cement composition. The results obtained illustrate the complexity of deriving a correlation with general applicability to all well cements. ...
Often it is not clear at the beginning of an investigation what the level of complexity in the model is required to describe the data and to guarantee an accurate modeling. Current procedures are to start with a simple model and subsequently increase the complexity in the different model compone...
Section 3.2 discusses the feature selection process conducted to ensure data quality and reduce model complexity. Section 3.3 mainly covers the relevant experimental details. Data preparation The data used in this study is derived from historical records of 58 wells in a southwestern oilfield in China...
Fig. 2. Multiple-choice RT as a function of complexity in patients with olivopontocerebellar atrophy. This study confirmed the previous observations indicating that RT and MT are two different measures. In both groups (OPCA and controls), RT increased as the tasks became increasingly complex, con...
Novel techniques for improving NNetEn entropy calculation for short and noisy time series Hanif Heidari Andrei Velichko Muhammad E. H. Chowdhury Nonlinear Dynamics (2023) The dynamical complexity of seasonal soundscapes is governed by fish chorusing Shashidhar Siddagangaiah Chi-Fang Chen Almo Fa...
every possible window that the considered substitution is contained in. Such a procedure results in the precise calculation of the UBCS statistics by taking into account all possible window configurations of CSs. We also provide an estimation of the time and memory complexity of the described ...
perform the most complex queries on the real-time data. An alternative is to have a less-frequently updated snapshot of the real-time data in a separate partition that can be used for complex analytical queries. This however adds a lot of setup, maintenance, and user education complexity. ...
Finally, it needs to be considered that affect ratings as they are usually employed in ER experiments, on a scale from negative to positive valence, might be too simple to capture the complexity of emotion and emotion regulation. As Walle and Dukes (2023) have recently criticized, categorizing...
However, other studies emphasized in the meantime the occurrence of Variscan metamorphism in parts of the Internide massifs [17], [29], thus leading to a great complexity in the metamorphic pattern of the belt. Controversies also arose concerning the age and mode of emplacement of the large,...