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機械学習のための情報数学

Overview of attention for article published in Igaku butsuri Nihon Igaku Butsuri Gakkai kikanshi Japanese journal of medical physics an official journal of Japan Society of Medical Physics, June 2020
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Title
機械学習のための情報数学
Published in
Igaku butsuri Nihon Igaku Butsuri Gakkai kikanshi Japanese journal of medical physics an official journal of Japan Society of Medical Physics, June 2020
DOI 10.11323/jjmp.40.2_55
Pubmed ID
Authors

Jun'ichi Kotoku

Abstract

This manuscript is a supplement to the machine learning course at JSMP Medical Physics Summer School held in 2019. The idea of Kulbuck-Leibler divergence, a key concept in machine learning, is introduced with mutual information.

X Demographics

X Demographics

The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 1 Mendeley reader of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 1 100%
Readers by discipline Count As %
Medicine and Dentistry 1 100%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 28 August 2020.
All research outputs
#15,407,338
of 25,852,155 outputs
Outputs from Igaku butsuri Nihon Igaku Butsuri Gakkai kikanshi Japanese journal of medical physics an official journal of Japan Society of Medical Physics
#9
of 41 outputs
Outputs of similar age
#227,305
of 433,872 outputs
Outputs of similar age from Igaku butsuri Nihon Igaku Butsuri Gakkai kikanshi Japanese journal of medical physics an official journal of Japan Society of Medical Physics
#1
of 1 outputs
Altmetric has tracked 25,852,155 research outputs across all sources so far. This one is in the 40th percentile – i.e., 40% of other outputs scored the same or lower than it.
So far Altmetric has tracked 41 research outputs from this source. They receive a mean Attention Score of 1.4. This one scored the same or higher as 32 of them.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 433,872 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them