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Thales Sehn Körting - Podcast

Thales Sehn Körting

Data mining, pattern recognition, image processing, remote sensing.

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Earth Sciences Science
Update frequency
every 8 days
Average duration
6 minutes
Episodes
8
Years Active
2019
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Is Deep Learning FAIR?

Is Deep Learning FAIR?

Deep Learning articles use benchmarks to measure the quality of the results. However, several benchmarks do not have the copyright of all data used. So, how to believe that every paper uses the same …

00:08:34  |   Sun 29 Dec 2019
Do you trust in pretrained Deep Learning models?

Do you trust in pretrained Deep Learning models?

Several authors rely on transfer learning from pretrained models, arguing that using well-known datasets, which are available on the internet (e.g. ImageNet) their model will be able to handle a spec…

00:06:47  |   Tue 19 Nov 2019
Are you sure you apply only Data Mining to your database?

Are you sure you apply only Data Mining to your database?

In this podcast I discuss the (sometimes) wrong use of the term Data Mining, with in accord to the paper

From Data Mining to Knowledge Discovery in Databases, written in 1996 by Usama Fayyad, Gregory…

00:05:45  |   Tue 05 Nov 2019
When the high resolution is not so high...

When the high resolution is not so high...

In this podcast I discuss the wrong use of the term Resolution in scientific articles or in the general media. Resolution in Remote Sensing can be used to describe several aspects of images, such as:

00:05:14  |   Mon 28 Oct 2019
Is there an

Is there an "Almost Perfect" agreement in a classification?

I discuss the extensive use of the Table Strength of Agreement based on different Kappa values, provided by: Landis, J.R. and Koch, G.G., 1977. The measurement of observer agreement for categorical d…
00:07:52  |   Mon 21 Oct 2019
What is the origin of the term

What is the origin of the term "Big Data"?

I discuss the article from Doug Laney, published in 2001, entitled 3D Data Management: Controlling Data Volume, Velocity, and Variety. This paper is one of the basis for the definition of the term "B…
00:05:12  |   Thu 17 Oct 2019
Unsupervised classification exists?

Unsupervised classification exists?

I explain what is an unsupervised classification algorithm and what is a supervised algorithm.  I use examples about remote sensing image classification and I discuss my opinion about the unsupervise…
00:08:07  |   Fri 11 Oct 2019
Waiting feedback - data mining, deep learning, remote sensing, image processing, pattern recognition

Waiting feedback - data mining, deep learning, remote sensing, image processing, pattern recognition

This is a first message to check if someone will find my podcast and will have interest on it.  Waiting for feedback on remote sensing, image processing, data mining, deep learning, data augmentation…

00:03:18  |   Wed 02 Oct 2019
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