-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathbook.html
More file actions
119 lines (100 loc) · 6.59 KB
/
book.html
File metadata and controls
119 lines (100 loc) · 6.59 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
<!DOCTYPE HTML>
<!--
Spatial by TEMPLATED
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
-->
<html>
<head>
<title>Enrico Camporeale | NOAA Space Weather Prediction Center</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="keywords" content="Enrico Camporeale, Machine Learning, Space Weather, Physics" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="landing">
<!-- Header -->
<header id="header" class="alt">
<!--<h1><strong><a href="index.html">Spatial</a></strong> by Templated</h1> -->
<nav id="nav">
<ul>
<li><a href="index.html">Home</a></li>
<li><a href="research.html">Research</a></li>
<li><a href="mlprojects.html">Machine Learning</a></li>
<li><a href="cv.html">CV</a></li>
<li><a href="codes.html">Software</a></li>
<li><a href="publications.html">Publications</a></li>
<li><a href="book.html"><font color="red">Book</font></a></li>
<li><a href="collaborators.html">Collaborators</a></li>
<li><a href="events.html">Events</a></li>
<li><a href="contact.html">Contacts</a></li>
</ul>
</nav>
</header>
<a href="#menu" class="navPanelToggle"><span class="fa fa-bars"></span></a>
<!-- Banner -->
<section id="banner">
<h2>Enrico Camporeale</h2>
</section>
<!-- Three -->
<section id="three" class="wrapper style2">
<div class="container">
<header class="major p">
<h2>Machine Learning Techniques</br> for Space Weather</h2>
</header>
<span> <a href="https://www.sciencedirect.com/book/9780128117880/machine-learning-techniques-for-space-weather" target="_blank"><img src="./images/ML_book.jpg" width=30% align="right" alt="" style="margin:0px 10px 10px 0px"></a> </span>
<h3>Table of Contents</h3>
<div class="collapsable text"><P>
0. <a href="https://www.sciencedirect.com/science/article/pii/B978012811788009987X" target="_blank"> Introduction</a> <BR>
<STRONG>Space Weather<BR></STRONG>1. <a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000019" target="_blank"> Societal and Economic Importance of Space Weather</a><BR>
2. <a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000020" target="_blank"> Data Availability and Forecast Products for Space Weather</a></P>
<P>
<STRONG>Machine Learning<BR>
</STRONG>3. <a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000032" target="_blank">Information Theory</a><BR>
4.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000044" target="_blank"> Regression</a><BR>
5.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000056" target="_blank"> Supervised Classification: Quite a Brief Overview</a></P>
<P><STRONG>Applications<BR></STRONG>
6.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000068" target="_blank"> Untangling the Solar Wind Drivers of the Radiation Belt: An Information Theoretical Approach</a><BR>
7.<a href="https://www.sciencedirect.com/science/article/pii/B978012811788000007X" target="_blank"> Emergence of Dynamical Complexity in the Earth's Magnetosphere</a><BR>
8.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000081" target="_blank"> Applications of NARMAX in Space Weather</a><BR>
9.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000093" target="_blank"> Probabilistic Forecasting of Geomagnetic Indices Using Gaussian Process Models s</a><BR>
10.<a href="https://www.sciencedirect.com/science/article/pii/B978012811788000010X" target="_blank"> Prediction of Mev Electron Fluxes with Autoregressive Models</a><BR>
11.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000111" target="_blank"> Artificial Neural Networks for Determining Magnetospheric Conditions</a><BR>
12.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000123" target="_blank"> Reconstruction of Plasma Electron Density from Satellite Measurements via Artifical Neural Networks</a><BR>
13.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000135" target="_blank"> Classification of Magnetospheric Particle Distributions via Neural Networks</a><BR>
14.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000147" target="_blank"> Machine Learning for Flare Forecasting</a><BR>
15.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000159" target="_blank"> Coronal Holes Detection using Supervised Classification</a><BR>
16.<a href="https://www.sciencedirect.com/science/article/pii/B9780128117880000160" target="_blank"> Solar Wind Classification Via <I>k-</I>Means Clustering Algorithm</a></P></div>
</div>
</section>
<!-- Footer -->
<footer id="footer">
<ul class="copyright">
<li>© Enrico Camporeale</li>
<li>Design: <a href="http://templated.co">TEMPLATED</a></li>
<li> The contents of these pages have not been reviewed or approved by CWI.
</ul>
</footer>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/skel.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
<!-- Default Statcounter code for Homepage
https://ecamporeale.github.io/ -->
<script type="text/javascript">
var sc_project=2920493;
var sc_invisible=1;
var sc_security="0391eb40";
</script>
<script type="text/javascript"
src="https://www.statcounter.com/counter/counter.js"
async></script>
<noscript><div class="statcounter"><a title="Web Analytics"
href="https://statcounter.com/" target="_blank"><img
class="statcounter"
src="https://c.statcounter.com/2920493/0/0391eb40/1/"
alt="Web Analytics"></a></div></noscript>
<!-- End of Statcounter Code -->
</body>
</html>