Teodor Fredriksson

Doctoral Student at Software Engineering 1

Source: chalmers.se
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Showing 7 publications

2023

Classification of Complex-Valued Radar Data using Semi-Supervised Learning: a Case Study

Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
Proceedings - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023, p. 102-107
Paper in proceeding
2022

Machine Learning Algorithms for Labeling: Where and How They are Used?

Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson et al
SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings
Paper in proceeding
2021

An empirical evaluation of algorithms for data labeling

Teodor Fredriksson, David Issa Mattos, Jan Bosch et al
Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, p. 201-209
Paper in proceeding
2021

Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory

Teodor Fredriksson, David Issa Mattos, Jan Bosch et al
Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021, p. 326-333
Paper in proceeding
2020

Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies

Teodor Fredriksson, David Issa Mattos, Jan Bosch et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 12562 LNCS, p. 202-216
Paper in proceeding
2020

Machine learning models for automatic labeling: A systematic literature review

Teodor Fredriksson, Jan Bosch, Helena Holmstrm Olsson
ICSOFT 2020 - Proceedings of the 15th International Conference on Software Technologies, p. 552-566
Paper in proceeding

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