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Tapani Toivonen
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Journal Articles
- 2021
- [j4]Matti Tedre
, Tapani Toivonen, Juho Kahila
, Henriikka Vartiainen, Teemu Valtonen
, Ilkka Jormanainen
, Arnold Pears
:
Teaching Machine Learning in K-12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education. IEEE Access 9: 110558-110572 (2021) - [j3]Tapani Toivonen, Markku Tukiainen:
The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems. Algorithms 14(9): 253 (2021) - [j2]Henriikka Vartiainen, Tapani Toivonen, Ilkka Jormanainen
, Juho Kahila, Matti Tedre
, Teemu Valtonen:
Machine learning for middle schoolers: Learning through data-driven design. Int. J. Child Comput. Interact. 29: 100281 (2021) - 2019
- [j1]Tapani Toivonen
, Ilkka Jormanainen, Markku Tukiainen:
Augmented intelligence in educational data mining. Smart Learn. Environ. 6(1): 10 (2019)
Conference and Workshop Papers
- 2022
- [c14]Tapani Toivonen, Ilkka Jormanainen, Matti Tedre, Radu Mariescu-Istodor, Teemu Valtonen, Henriikka Vartiainen, Juho Kahila:
Interacting By Drawing: Introducing Machine Learning Ideas to Children at a K-9 Science Fair. CHI Extended Abstracts 2022: 16:1-16:5 - 2021
- [c13]Vladimir Costas Jauregui
, Solomon Sunday Oyelere, Bernardo Caussin-Torrez, Gabriel Barros-Gavilanes, Joseph Friday Agbo
, Tapani Toivonen, Regina Motz, Juan Bernardo Tenesaca:
Descriptive Analytics Dashboard for an Inclusive Learning Environment. FIE 2021: 1-9 - [c12]Matti Tedre, Peter J. Denning, Tapani Toivonen:
CT 2.0. Koli Calling 2021: 3:1-3:8 - [c11]Salseng Mrong
, Ilkka Jormanainen, Tapani Toivonen:
Visualization tool for teaching and learning Artificial Neural Networks. TEEM 2021: 58-62 - 2020
- [c10]Matti Tedre, Henriikka Vartiainen, Juho Kahila
, Tapani Toivonen, Ilkka Jormanainen, Teemu Valtonen:
Machine Learning Introduces New Perspectives to Data Agency in K - 12 Computing Education. FIE 2020: 1-8 - [c9]Henriikka Vartiainen, Tapani Toivonen, Ilkka Jormanainen, Juho Kahila
, Matti Tedre, Teemu Valtonen:
Machine learning for middle-schoolers: Children as designers of machine-learning apps. FIE 2020: 1-9 - [c8]Tapani Toivonen, Ilkka Jormanainen, Juho Kahila
, Matti Tedre, Teemu Valtonen, Henriikka Vartiainen:
Co-Designing Machine Learning Apps in K-12 With Primary School Children. ICALT 2020: 308-310 - 2019
- [c7]Tapani Toivonen, Solomon Sunday Oyelere
:
BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms. Koli Calling 2019: 3:1-3:6 - [c6]Tapani Toivonen, Ilkka Jormanainen:
Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining. TEEM 2019: 290-296 - 2018
- [c5]Emmanuel Awuni Kolog, Calkin Suero Montero
, Tapani Toivonen:
Using Machine Learning for Sentiment and Social Influence Analysis in Text. ICITS 2018: 453-463 - 2017
- [c4]Tapani Toivonen, Ilkka Jormanainen, Markku Tukiainen:
An Open Robotics Environment Motivates Students to Learn the Key Concepts of Artificial Neural Networks and Reinforcement Learning. RiE 2017: 317-328 - 2016
- [c3]Meurig Beynon, Russell Boyatt, Jonathan Foss, Chris Hall, Elizabeth Hudnott, Nick Pope, Steve Russ, Hamish Macleod, Dimitris Alimisis
, Rene Alimisi, Emmanouil Zoulias, Ilkka Jormanainen, Tapani Toivonen, Piet Kommers
, Peter Tomcsányi, Michal Winczer:
Playing Games with Observation, Dependency, and Agency in a New Environment for Making Construals. iTAG 2016: 21-28 - [c2]Tapani Toivonen:
Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks. Koli Calling 2016: 165-169 - [c1]Francisco J. García-Peñalvo
, Angela Marie Rees, Jenny Hughes, Ilkka Jormanainen, Tapani Toivonen, Jens Vermeersch:
A survey of resources for introducing coding into schools. TEEM 2016: 19-26
Informal and Other Publications
- 2024
- [i3]Tuomas Varanka, Tapani Toivonen, Soumya Tripathy, Guoying Zhao, Erman Acar:
PFStorer: Personalized Face Restoration and Super-Resolution. CoRR abs/2403.08436 (2024) - 2021
- [i2]Matti Tedre, Tapani Toivonen, Juho Kahila, Henriikka Vartiainen, Teemu Valtonen, Ilkka Jormanainen, Arnold Pears:
Teaching Machine Learning in K-12 Computing Education: Potential and Pitfalls. CoRR abs/2106.11034 (2021) - [i1]Tapani Toivonen:
Power of human-algorithm collaboration in solving combinatorial optimization problems. CoRR abs/2107.11784 (2021)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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