Paavo Nieminen

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

Vapnik Chervonenkis Dimension

Lego Mindstorms

Randomized Algorithms

Top Venues

Publications

Joakim Linja, Joonas Hämäläinen, Antti Pihlajamäki, Paavo Nieminen, Sami Malola, Hannu Häkkinen, Tommi Kärkkäinen
Knowledge Discovery from Atomic Structures using Feature Importances. CoRR (2023)
Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen
Feature selection for distance-based regression: An umbrella review and a one-shot wrapper. Neurocomputing 518 (2023)
Antti Pihlajamäki, Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Sami Malola, Tommi Kärkkäinen, Hannu Häkkinen
Orientation Adaptive Minimal Learning Machine for Directions of Atomic Forces. ESANN (2021)
Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen
Instance-Based Multi-Label Classification via Multi-Target Distance Regression. ESANN (2021)
Peter Raatikainen, Jarkko Hautala, Otto Loberg, Tommi Kärkkäinen, Paavo H. T. Leppänen, Paavo Nieminen
Detection of developmental dyslexia with machine learning using eye movement data. Array 12 (2021)
Ville Isomöttönen, Antti-Jussi Lakanen, Paavo Nieminen
Exploring Creativity Expectation in CS1 Students' View of Programming. FIE (2020)
Ville Tirronen, Vesa Lappalainen, Ville Isomöttönen, Antti-Jussi Lakanen, Toni Taipalus, Paavo Nieminen, Anthony Ogbechie
Incorporating teacher-student dialogue into digital course material: Usage patterns and first experiences. FIE (2020)
Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen
Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine? Mach. Learn. Knowl. Extr. 2 (4) (2020)
Ari Tuhkala, Tommi Kärkkäinen, Paavo Nieminen
Semi-automatic literature mapping of participatory design studies 2006-2016. PDC (2) (2018)
Anneli Heimbürger, Ville Isomöttönen, Paavo Nieminen, Harri Keto
How do Academics Experience Use of Recorded Audio Feedback in Higher Education? A Thematic Analysis. FIE (2018)
Muhammad Zeeshan Asghar, Paavo Nieminen, Seppo Hämäläinen, Tapani Ristaniemi, Muhammad Ali Imran, Timo Hämäläinen
Towards proactive context-aware self-healing for 5G networks. Comput. Networks 128 (2017)
Paavo Nieminen, Tommi Kärkkäinen
Multicriteria optimized MLP for imbalanced learning. ESANN (2016)
Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola
Research literature clustering using diffusion maps. J. Informetrics 7 (4) (2013)
Paavo Nieminen, Tommi Kärkkäinen, Kari Luostarinen, Jukka Muhonen
Neural Prediction of Product Quality Based on Pilot Paper Machine Process Measurements. ICANNGA (1) (2011)
Paavo Nieminen, Tommi Kärkkäinen
Comparison of MLP cost functions to dodge mislabeled training data. IJCNN (2010)
Paavo Nieminen, Tommi Kärkkäinen
Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping. ICANNGA (2009)