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2020 – today
- 2024
[c15]Tuomas Varanka, Tapani Toivonen, Soumya Tripathy, Guoying Zhao, Erman Acar:
PFStorer: Personalized Face Restoration and Super-Resolution. CVPR 2024: 2372-2381- [i3]Tuomas Varanka, Tapani Toivonen, Soumya Tripathy, Guoying Zhao, Erman Acar:
PFStorer: Personalized Face Restoration and Super-Resolution. CoRR abs/2403.08436 (2024) - 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
- [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) - [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 - [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) - 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
2010 – 2019
- 2019
- [j1]Tapani Toivonen, Ilkka Jormanainen, Markku Tukiainen:
Augmented intelligence in educational data mining. Smart Learn. Environ. 6(1): 10 (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
Coauthor Index
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