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Sami Äyrämö
ORCID
Publication Activity (10 Years)
Years Active: 2009-2024
Publications (10 Years): 11
Top Topics
Distance Estimation
Multiple Imputation
Missing Values
Machine Learning
Top Venues
CoRR
Artif. Intell. Medicine
ESANN
Br. J. Educ. Technol.
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Publications
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Marko Niemelä
,
Mikaela von Bonsdorff
,
Sami Äyrämö
,
Tommi Kärkkäinen
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model.
CoRR
(2024)
Ilkka Rautiainen
,
Lauri Parviainen
,
Veera Jakoaho
,
Sami Äyrämö
,
Jukka-Pekka Kauppi
Utilizing the International Classification of Functioning, Disability and Health (ICF) in forming a personal health index.
CoRR
(2023)
Toni Taipalus
,
Ville Isomöttönen
,
Hanna Erkkilä
,
Sami Äyrämö
Data Analytics in Healthcare: A Tertiary Study.
SN Comput. Sci.
4 (1) (2023)
Liisa Petäinen
,
Juha P. Väyrynen
,
Pekka Ruusuvuori
,
Ilkka Pölönen
,
Sami Äyrämö
,
Teijo Kuopio
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer.
CoRR
(2022)
Marko Niemelä
,
Sami Äyrämö
,
Tommi Kärkkäinen
Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values.
IEEE Access
10 (2022)
Susanne Jauhiainen
,
Tron Krosshaug
,
Erich Petushek
,
Jukka-Pekka Kauppi
,
Sami Äyrämö
Information Extraction from Binary Skill Assessment Data with Machine Learning.
Int. J. Learn. Anal. Artif. Intell. Educ.
3 (1) (2021)
Marko Niemelä
,
Tommi Kärkkäinen
,
Sami Äyrämö
,
Miia Ronimus
,
Ulla Richardson
,
Heikki Lyytinen
Game learning analytics for understanding reading skills in transparent writing system.
Br. J. Educ. Technol.
51 (6) (2020)
Ilkka Rautiainen
,
Sami Äyrämö
Predicting overweight and obesity in later life from childhood data: A review of predictive modeling approaches.
CoRR
(2019)
Susanne Jauhiainen
,
Sami Äyrämö
,
H. Forsman
,
J.-P. Kauppi
Talent identification in soccer using a one-class support vector machine.
Int. J. Comput. Sci. Sport
18 (3) (2019)
Mirka Saarela
,
Olli-Pekka Ryynänen
,
Sami Äyrämö
Predicting hospital associated disability from imbalanced data using supervised learning.
Artif. Intell. Medicine
95 (2019)
Marko Niemelä
,
Sami Äyrämö
,
Tommi Kärkkäinen
Comparison of cluster validation indices with missing data.
ESANN
(2018)
Pekka Wartiainen
,
Tommi Kärkkäinen
,
Anneli Heimbürger
,
Sami Äyrämö
Context-Sensitive Approach to Dynamic Visual Analytics of Energy Production Processes.
EJC
(2012)
Ville Tirronen
,
Sami Äyrämö
,
Matthieu Weber
Study on the Effects of Pseudorandom Generation Quality on the Performance of Differential Evolution.
ICANNGA (1)
(2011)
Andriy Ivannikov
,
Mykola Pechenizkiy
,
Jorn Bakker
,
Timo Leino
,
Mikko Jegoroff
,
Tommi Kärkkäinen
,
Sami Äyrämö
Online Mass Flow Prediction in CFB Boilers.
ICDM
(2009)
Markus Pylvänen
,
Sami Äyrämö
,
Tommi Kärkkäinen
Visualizing Time Series State Changes with Prototype Based Clustering.
ICANNGA
(2009)
Timo Aittokoski
,
Sami Äyrämö
,
Kaisa Miettinen
Clustering aided approach for decision making in computationally expensive multiobjective optimization.
Optim. Methods Softw.
24 (2) (2009)