How does t-SNE work? As above mentioned it is a technique for visualizing the high dimensional data or we can say a technique for dimensionality reduction. This technique works by converting high dimensional data points to joint probabilities and uses these probabilities to minimize the Kullback-Le...
Data analysis of combined QCM-D and ellipsometry 3 How does ellipsometry work? Ellipsometry relies upon the measurement of the polarization state of a light beam, where light with a known polarization is generated and directed at the sample substrate, see Figure 1. The light may be transmitted ...
Chinese processing still does not work. Note: Use Python 3.4+ if you can. 0.0.2.4.1 Fixed links in Readme, and made regex NLP available in CLI. 0.0.2.4 Added the command line tool, and fixed a bug related to Empath visualizations. 0.0.2.3 Ability to see how a particular term is ...
This type of self-training is awesome because the baseline is dynamically set and does not have to be calculated separately for each piece of equipment. If the sensor is placed on a rotating object, the accelerometer data being produced becomes the norm as long as it is consistent. Imagine ...
Due to this diffusion control, the concentration profile is unaffected by the bubble, i.e., the periodic growth of the bubble does not influence the concentration profile. The gas transfer rate in Fig. 4a shows that after an initial increase, a nearly constant gas removal is achieved that...
Although the Ti species plays the role of a major active site, an increase of Ti species does not always improve the activity of ZNC. Herein, investigations of experiments and density functional theory (DFT) elucidate this inverse effect of the increased amount of TiCl4 deposition in ZNC ...
How Does Public Sentiment Affect the Socially Responsible Behavior of Construction Enterprises? Processes 2022, 10, 2403. https://doi.org/ 10.3390/pr10112403 Academic Editors: Ferdinando Salata and Virgilio Ciancio Abstract: The negative environmental impact of the construction sector has garnered global...
Does including Citizen Science elements in biology classes result in an increase in students' knowledge? b. Does a Citizen Science approach induce changes in students' attitudes toward wild bees? c. Does the participation in an educational Citizen Science project increase the willing- ness for pro...
It can be anticipated that big data will have a profound impact, potentially enabling the dissection of differences and oscillations in sleep dynamics and architecture at the individual level ("sleepOMICS"), thus paving the way for a targeted, "one-size-does-not-fit-all" management of sleep ...
However, the abundance of models that link land use systems with biophysical systems does not imply that links between land use systems and societal systems are less pertinent. The modelling of these links is, however, hindered by more demanding data collection procedures and a general lack of a...