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Tapani Toivonen
Tapani Toivonen
Senior deep learning engineer at Huawei
Verified email at huawei.com
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Year
A survey of resources for introducing coding into schools
FJ García-Peñalvo, AM Rees, J Hughes, I Jormanainen, T Toivonen, ...
Proceedings of the Fourth International Conference on Technological …, 2016
1462016
Evaluation of existing resources (study/analysis)
FJ García Peñalvo, J Hughes, A Rees, I Jormananinen, T Toivonen, ...
572016
Co-designing machine learning apps in K–12 with primary school children
T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen, H Vartiainen
2020 IEEE 20th International Conference on Advanced Learning Technologies …, 2020
302020
Machine learning for middle schoolers: Learning through data-driven design
H Vartiainen, T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen
International Journal of Child-Computer Interaction 29, 100281, 2021
222021
Teaching machine learning in K–12 classroom: Pedagogical and technological trajectories for artificial intelligence education
M Tedre, T Toivonen, J Kahila, H Vartiainen, T Valtonen, I Jormanainen, ...
IEEE Access 9, 110558-110572, 2021
222021
Machine learning for middle-schoolers: Children as designers of machine-learning apps
H Vartiainen, T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen
2020 IEEE Frontiers in Education Conference (FIE), 1-9, 2020
182020
Machine Learning Introduces New Perspectives to Data Agency in K—12 Computing Education
M Tedre, H Vartiainen, J Kahila, T Toivonen, I Jormanainen, T Valtonen
2020 IEEE Frontiers in Education Conference (FIE), 1-8, 2020
182020
Using machine learning for sentiment and social influence analysis in text
EA Kolog, CS Montero, T Toivonen
International Conference on Information Technology & Systems, 453-463, 2018
182018
Augmented intelligence in educational data mining
T Toivonen, I Jormanainen, M Tukiainen
Smart Learning Environments 6 (1), 1-25, 2019
172019
An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning
T Toivonen, I Jormanainen, M Tukiainen
International Conference on Robotics and Education RiE 2017, 317-328, 2017
132017
Teaching machine learning in k-12 computing education: Potential and pitfalls
M Tedre, T Toivonen, J Kaihila, H Vartiainen, T Valtonen, I Jormanainen, ...
arXiv preprint arXiv:2106.11034, 2021
122021
CT 2.0
M Tedre, P Denning, T Toivonen
21st Koli Calling International Conference on Computing Education Research, 1-8, 2021
112021
Innovative maker movement platform for K-12 education as a smart learning environment
T Toivonen, I Jormanainen, CS Montero, A Alessandrini
Challenges and Solutions in Smart Learning, 61-66, 2018
82018
Open machine intelligence in education
T Toivonen
Itä-Suomen yliopisto, 2020
52020
A smart learning environment for environmental education
I Jormanainen, T Toivonen, V Nivalainen
Challenges and Solutions in Smart Learning, 13-16, 2018
52018
Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining
T Toivonen, I Jormanainen
Proceedings of the Seventh International Conference on Technological …, 2019
42019
Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks
T Toivonen, I Jormanainen
Proceedings of the 16th Koli Calling International Conference on Computing …, 2016
42016
Descriptive analytics dashboard for an inclusive learning environment
V Costas-Jauregui, SS Oyelere, B Caussin-Torrez, G Barros-Gavilanes, ...
2021 IEEE Frontiers in Education Conference (FIE), 1-9, 2021
32021
BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms
T Toivonen, S Oyelere
Proceedings of the 19th Koli Calling International Conference on Computing …, 2019
32019
Interacting By Drawing: Introducing Machine Learning Ideas to Children at a K–9 Science Fair
T Toivonen, I Jormanainen, M Tedre, R Mariescu-Istodor, T Valtonen, ...
CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-5, 2022
12022
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