Paavo Nieminen

According to our database, Paavo Nieminen authored at least 16 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Feature selection for distance-based regression: An umbrella review and a one-shot wrapper.

Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen

Neurocomputing, 2023

Knowledge Discovery from Atomic Structures using Feature Importances.

Joakim Linja, Joonas Hämäläinen, Antti Pihlajamäki, Paavo Nieminen, Sami Malola, Hannu Häkkinen, Tommi Kärkkäinen

CoRR, 2023

2021

Detection of developmental dyslexia with machine learning using eye movement data.

Peter Raatikainen, Jarkko Hautala, Otto Loberg, Tommi Kärkkäinen, Paavo H. T. Leppänen, Paavo Nieminen

Array, 2021

Orientation Adaptive Minimal Learning Machine for Directions of Atomic Forces.

Antti Pihlajamäki, Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Sami Malola, Tommi Kärkkäinen, Hannu Häkkinen

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Instance-Based Multi-Label Classification via Multi-Target Distance Regression.

Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?

Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen

Mach. Learn. Knowl. Extr., 2020

Incorporating teacher-student dialogue into digital course material: Usage patterns and first experiences.

Ville Tirronen, Vesa Lappalainen, Ville Isomöttönen, Antti-Jussi Lakanen, Toni Taipalus, Paavo Nieminen, Anthony Ogbechie

Proceedings of the IEEE Frontiers in Education Conference, 2020

Exploring Creativity Expectation in CS1 Students' View of Programming.

Ville Isomöttönen, Antti-Jussi Lakanen, Paavo Nieminen

Proceedings of the IEEE Frontiers in Education Conference, 2020

2018

Semi-automatic literature mapping of participatory design studies 2006-2016.

Ari Tuhkala, Tommi Kärkkäinen, Paavo Nieminen

Proceedings of the 15th Participatory Design Conference: Short Papers, Situated Actions, Workshops and Tutorial, 2018

How do Academics Experience Use of Recorded Audio Feedback in Higher Education? A Thematic Analysis.

Anneli Heimbürger, Ville Isomöttönen, Paavo Nieminen, Harri Keto

Proceedings of the IEEE Frontiers in Education Conference, 2018

2017

Towards proactive context-aware self-healing for 5G networks.

Muhammad Zeeshan Asghar, Paavo Nieminen, Seppo Hämäläinen, Tapani Ristaniemi, Muhammad Ali Imran, Timo Hämäläinen

Comput. Networks, 2017

2016

Multicriteria optimized MLP for imbalanced learning.

Paavo Nieminen, Tommi Kärkkäinen

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2013

Research literature clustering using diffusion maps.

Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola

J. Informetrics, 2013

2011

Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements.

Paavo Nieminen, Tommi Kärkkäinen, Kari Luostarinen, Jukka Muhonen

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Comparison of MLP cost functions to dodge mislabeled training data.

Paavo Nieminen, Tommi Kärkkäinen

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping.

Paavo Nieminen, Tommi Kärkkäinen

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009