Krista Longi
Krista Longi
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Automatic inference of programming performance and experience from typing patterns
J Leinonen, K Longi, A Klami, A Vihavainen
Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016
Identification of programmers from typing patterns
K Longi, J Leinonen, H Nygren, J Salmi, A Klami, A Vihavainen
Proceedings of the 15th Koli Calling conference on computing education …, 2015
Transfer-learning methods in programming course outcome prediction
J Lagus, K Longi, A Klami, A Hellas
ACM Transactions on Computing Education (TOCE) 18 (4), 1-18, 2018
Semi-supervised convolutional neural networks for identifying wi-fi interference sources
K Longi, T Pulkkinen, A Klami
Asian Conference on Machine Learning, 391-406, 2017
Typing patterns and authentication in practical programming exams
J Leinonen, K Longi, A Klami, A Ahadi, A Vihavainen
Proceedings of the 2016 ACM Conference on Innovation and Technology in …, 2016
Exploring factors that affect performance on introductory programming courses
K Longi
Helsingfors universitet, 2016
Sensor placement for spatial Gaussian processes with integral observations
K Longi, C Rajani, T Sillanpää, J Mäkinen, T Rauhala, A Salmi, ...
Conference on Uncertainty in Artificial Intelligence, 1009-1018, 2020
Non-linearities in Gaussian processes with integral observations
V Tanskanen, K Longi, A Klami
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
Ultrasonic fouling detector powered by machine learning
T Sillanpää, T Rauhala, J Mäkinen, C Rajani, K Longi, A Klami, A Salmi, ...
2019 IEEE International Ultrasonics Symposium (IUS), 1639-1642, 2019
Localizing a target inside an enclosed cylinder with a single chaotic cavity transducer augmented with supervised machine learning
T Sillanpää, K Longi, J Mäkinen, T Rauhala, A Klami, A Salmi, ...
AIP Advances 11 (11), 115104, 2021
Traversing Time with Multi-Resolution Gaussian Process State-Space Models
K Longi, J Lindinger, O Duennbier, M Kandemir, A Klami, B Rakitsch
Learning for Dynamics and Control Conference, 366-377, 2022
Gaussian Processes and Convolutional Neural Networks for Modeling Sensor Data
K Longi
Helsingin yliopisto, 2022
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