Tapani Toivonen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Primary School Children

Educational Data Mining

Artificial Neural Networks

Top Venues

Publications

Tuomas Varanka, Tapani Toivonen, Soumya Tripathy, Guoying Zhao, Erman Acar
PFStorer: Personalized Face Restoration and Super-Resolution. CoRR (2024)
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)
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 (2021)
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 (2021)
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)
Tapani Toivonen, Markku Tukiainen
The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems. Algorithms 14 (9) (2021)
Salseng Mrong, Ilkka Jormanainen, Tapani Toivonen
Visualization tool for teaching and learning Artificial Neural Networks. TEEM (2021)
Tapani Toivonen
Power of human-algorithm collaboration in solving combinatorial optimization problems. CoRR (2021)
Matti Tedre, Peter J. Denning, Tapani Toivonen
CT 2.0. Koli Calling (2021)
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 (2021)
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)
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)
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)
Tapani Toivonen, Ilkka Jormanainen, Markku Tukiainen
Augmented intelligence in educational data mining. Smart Learn. Environ. 6 (1) (2019)
Tapani Toivonen, Solomon Sunday Oyelere
BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms. Koli Calling (2019)
Tapani Toivonen, Ilkka Jormanainen
Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining. TEEM (2019)
Emmanuel Awuni Kolog, Calkin Suero Montero, Tapani Toivonen
Using Machine Learning for Sentiment and Social Influence Analysis in Text. ICITS (2018)
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)
Tapani Toivonen
Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks. Koli Calling (2016)
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)
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)