-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
139 lines (98 loc) · 8.73 KB
/
index.html
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
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
<!DOCTYPE html>
<html lang=""><head>
<meta name="generator" content="Hugo 0.85.0" />
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<title>About</title>
<meta name="description" content="Curriculum Vitae">
<meta name="author" content='Jakub Kuzilek'>
<link href="https://fonts.googleapis.com/css2?family=Inconsolata:wght@400;700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@4.5.3/dist/css/bootstrap.min.css" integrity="sha384-TX8t27EcRE3e/ihU7zmQxVncDAy5uIKz4rEkgIXeMed4M0jlfIDPvg6uqKI2xXr2" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css" integrity="sha512-iBBXm8fW90+nuLcSKlbmrPcLa0OT92xO1BIsZ+ywDWZCvqsWgccV3gFoRBv0z+8dLJgyAHIhR35VZc2oM/gI1w==" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css" crossorigin="anonymous">
<link rel="stylesheet" href="/sass/researcher.min.css">
<link rel="icon" type="image/ico" href="https://jakubkuzilek.github.io/icon.png">
<link rel="alternate" type="application/rss+xml" href="https://jakubkuzilek.github.io/index.xml" title="Jakub Kuzilek" />
</head>
<body><div class="container-md">
<nav class="navbar navbar-expand-sm flex-column flex-sm-row text-nowrap p-0">
<a class="navbar-brand mx-0 mr-sm-auto" href="https://jakubkuzilek.github.io/" title="Jakub Kuzilek">
Jakub Kuzilek
</a>
<div class="navbar-nav flex-row flex-wrap justify-content-center">
<a class="nav-item nav-link" href="/research" title="Research">
Research
</a>
<span class="nav-item navbar-text mx-1">/</span>
<a class="nav-item nav-link" href="/publications" title="Publications">
Publications
</a>
<span class="nav-item navbar-text mx-1">/</span>
<a class="nav-item nav-link" href="/teaching" title="Teaching">
Teaching
</a>
<span class="nav-item navbar-text mx-1">/</span>
<a class="nav-item nav-link" href="/resume.pdf" title="Resume">
Resume
</a>
<span class="nav-item navbar-text mx-1">/</span>
<a class="nav-item nav-link" href="/contact" title="Contact">
Contact
</a>
</div>
</nav>
</div>
<hr>
<div id="content">
<div class="container-md">
<figure class="avatar"><img src="/avatar.jpg"
alt="avatar"/>
</figure>
<p>I am a researcher focusing on machine learning application in educational domain within fields of <a href="https://educationaldatamining.org/">Educational Data Mining</a> and <a href="https://www.solaresearch.org/about/what-is-learning-analytics/">Learning Analytics</a>. My research interests covers machine learning, explainable AI, signal processing, and R. My current position is with the <a href="https://www.informatik.hu-berlin.de/de/forschung/gebiete/cses">“Didaktik der Informatik / Informatik und Gesellschaft”</a> research group at <a href="https://www.hu-berlin.de/de">Humbold-University of Berlin</a> and Educational Technology Lab at German Research Center for Artificial Intelligence.</p>
<h2 id="research-interests">Research Interests</h2>
<div class="container-md">
<div class="row">
<div class="col-sm-6" style="margin-bottom:20px;">
<i class="fas fa-user-graduate fa-2x"></i> Learning Analytics
</div>
<div class="col-sm-6" style="margin-bottom:20px;">
<i class="fas fa-database fa-2x"></i> Educational Data mining
</div>
</div>
<div class="row">
<div class="col-sm-6" style="margin-bottom:20px;">
<i class="fas fa-laptop-code fa-2x"></i> Explainable AI
</div>
<div class="col-sm-6" style="margin-bottom:20px;">
<i class="fas fa-wave-square fa-2x"></i> Signal processing
</div>
</div>
</div>
<h2 id="selected-publications">Selected Publications</h2>
<p>Cavus, M., & Kuzilek, J. (2024) <a href="https://hexed-workshop.github.io/papers/HEXED_2024_paper_5.pdf">The Actionable Explanations for Student Success Prediction Models: A Benchmark Study on the Quality of Counterfactual Methods</a>. Human-Centric eXplainable AI in Education Workshop at 17th Educational Data Mining Conference 2024.</p>
<p>Ifenthaler, D., Schumacher, C., & Kuzilek, J. (2023) <a href="https://doi.org/10.1111/jcal.12744">Investigating students’ use of self-assessments in higher education using learning analytics</a>. Journal of Computer Assisted Learning, vol. 39, no. 1, pp. 255–68.</p>
<p>Kuzilek, J., Zdrahal, Z., Vaclavek, J., Fuglik, V., Skocilas, J., & Wolff, A. (2023) <a href="https://doi.org/10.1007/s40593-022-00303-4">First-Year Engineering Students’ Strategies for Taking Exams</a>. International Journal of Artificial Intelligence in Education, vol. 33, no. 3, pp. 583–608.</p>
<p>Marmolejo-Ramos, F. et al. (2022) <a href="https://doi.org/10.1002/widm.1479">Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics</a>. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1479.</p>
<p>Kuzilek, J., Zdrahal, Z., & Fuglik, V. (2021). <a href="https://doi.org/10.1016/j.future.2021.07.009">Student success prediction using student exam behaviour</a>. Future Generation Computer Systems.</p>
<p>Schumacher, C., Reich-Stiebert, N., Kuzilek, J., Burchart, M., Raimann, J., Voltmer, J.-B., & Stürmer, S. (2021). <a href="https://www.solaresearch.org/wp-content/uploads/2021/04/LAK21_CompanionProceedings.pdf">Group perceptions vs. group reality: Exploring the fit of self-report and log file data in the process of collaboration</a>. In Companion proceedings of Conference on Learning Analytics and Knowledge 2021, Virtual Conference, 15-04-2021.</p>
<p>Kuzilek, J., Hlosta, & Zdrahal, Z. (2017). <a href="https://www.nature.com/articles/sdata2017171">Open University Learning Analytics dataset</a>. Scientific Data, 4.</p>
<p>Kuzilek, J., Hlosta, M., Herrmannova, D., Zdrahal, Z., Vaclavek, J., & Wolff, A. (2015). <a href="http://oro.open.ac.uk/42529/">OU Analyse: analysing at-risk students at The Open University</a>. LACE: Learning Analytics Review, 1–16.</p>
<p>Kuzilek, J., Kremen, V., Soucek, & Lhotska, L. (2014). <a href="https://doi.org/10.1371/journal.pone.0098450">Independent Component Analysis and Decision Trees for ECG Holter Recording De-Noising</a>. PLoS ONE, 9(6), 1–16.</p>
<p>Kuzilek, J., & Lhotska, L. (2013). <a href="https://doi.org/10.1016/j.medengphy.2012.07.017">Electrocardiogram Beat Detection Enhancement Using Independent Component Analysis</a>. Medical Engineering & Physics, 35(6), 704–711.</p>
<p>Kuzilek, J., Lhotska, & Hanuliak, M. (2011). <a href="https://doi.org/10.1145/2093698.2093701">An Automatic Method for Holter ECG Denoising Using ICA</a>. In In ACM Digital Library: Proceedings of 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (pp. 1–5). Best paper award.</p>
<p>Chudacek, V., Zach, L., Kuzilek, J., Spilka, & Lhotska, L. (2011). <a href="https://www.cinc.org/archives/2011/pdf/0449.pdf">Simple Scoring System for ECG Signal Quality Assessment on Android Platform</a>. In Computing in Cardiology (pp. 449–451). Second place in CINC Challenge 2011.</p>
</div>
</div><div id="footer" class="mb-5">
<hr>
<div class="container text-center">
<a href="https://scholar.google.cz/citations?user=oJbcVDIAAAAJ&hl=en" class="ai ai-google-scholar ai-1x fa-1x" title="Google scholar"></a>
<a href="https://www.linkedin.com/in/jakub-kuzilek/" class="fab fa-linkedin-in fa-1x" title="Linkedin"></a>
<a href="https://twitter.com/jakub_kuzilek" class="fab fa-twitter fa-1x" title="Twitter"></a>
<a href="mailto:jakub.kuzilek@hu-berlin.de" class="fas fa-envelope fa-1x" title="E-mail"></a>
</div>
<div class="container text-center">
<a href="https://github.com/jakubkuzilek/profile-page" title="By Jakub Kuzilek"><small>By Jakub Kuzilek</small></a>
</div>
</div>
</body>
</html>