Sami Äyrämö

20 papers A* 1B 1C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
dMMR prediction from colorectal cancer histopathology: Leveraging non-tumor and low-magnification regions.
Comput. Methods Programs Biomed.
Liisa Petäinen, Juha P. Väyrynen, Jan Böhm, Pekka Ruusuvuori, Maarit Ahtiainen, Hanna Elomaa, Henna Karjalainen, Meeri Kastinen, Vilja V. Tapiainen, Ville K. Äijälä, Päivi Sirniö, Anne Tuomisto, Markus J. Mäkinen, Jukka-Pekka Mecklin, Ilkka Pölönen, Sami Äyrämö
2025 J jnl
Dementia Classification Using Acoustic Speech and Feature Selection.
CoRR
Marko Niemelä, Mikaela von Bonsdorff, Sami Äyrämö, Tommi Kärkkäinen
2025 — conf
Participant Profiling on Twitch Based on Chat Activity and Message Content.
GamiFIN
Jari Lindroos, Ida Toivanen, Jaakko Peltonen, Tanja Välisalo, Raine Koskimaa, Sami Äyrämö
2024 J jnl
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model.
CoRR
Marko Niemelä, Mikaela von Bonsdorff, Sami Äyrämö, Tommi Kärkkäinen
2023 J jnl
Data Analytics in Healthcare: A Tertiary Study.
SN Comput. Sci.
Toni Taipalus, Ville Isomöttönen, Hanna Erkkilä, Sami Äyrämö
2023 J jnl
Utilizing the International Classification of Functioning, Disability and Health (ICF) in forming a personal health index.
CoRR
Ilkka Rautiainen, Lauri Parviainen, Veera Jakoaho, Sami Äyrämö, Jukka-Pekka Kauppi
2022 J jnl
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer.
CoRR
Liisa Petäinen, Juha P. Väyrynen, Pekka Ruusuvuori, Ilkka Pölönen, Sami Äyrämö, Teijo Kuopio
2022 J jnl
Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values.
IEEE Access
Marko Niemelä, Sami Äyrämö, Tommi Kärkkäinen
2021 J jnl
Information Extraction from Binary Skill Assessment Data with Machine Learning.
Int. J. Learn. Anal. Artif. Intell. Educ.
Susanne Jauhiainen, Tron Krosshaug, Erich Petushek, Jukka-Pekka Kauppi, Sami Äyrämö
2020 J jnl
Game learning analytics for understanding reading skills in transparent writing system.
Br. J. Educ. Technol.
Marko Niemelä, Tommi Kärkkäinen, Sami Äyrämö, Miia Ronimus, Ulla Richardson, Heikki Lyytinen
2019 J jnl
Predicting hospital associated disability from imbalanced data using supervised learning.
Artif. Intell. Medicine
Mirka Saarela, Olli-Pekka Ryynänen, Sami Äyrämö
2019 J jnl
Predicting overweight and obesity in later life from childhood data: A review of predictive modeling approaches.
CoRR
Ilkka Rautiainen, Sami Äyrämö
2019 J jnl
Talent identification in soccer using a one-class support vector machine.
Int. J. Comput. Sci. Sport
Susanne Jauhiainen, Sami Äyrämö, H. Forsman, J.-P. Kauppi
2018 B conf
Comparison of cluster validation indices with missing data.
ESANN
Marko Niemelä, Sami Äyrämö, Tommi Kärkkäinen
2012 C conf
Context-Sensitive Approach to Dynamic Visual Analytics of Energy Production Processes.
EJC
Pekka Wartiainen, Tommi Kärkkäinen, Anneli Heimbürger, Sami Äyrämö
2011 — conf
Study on the Effects of Pseudorandom Generation Quality on the Performance of Differential Evolution.
ICANNGA (1)
Ville Tirronen, Sami Äyrämö, Matthieu Weber
2009 J jnl
Clustering aided approach for decision making in computationally expensive multiobjective optimization.
Optim. Methods Softw.
Timo Aittokoski, Sami Äyrämö, Kaisa Miettinen
2009 A* conf
Online Mass Flow Prediction in CFB Boilers.
ICDM
Andriy Ivannikov, Mykola Pechenizkiy, Jorn Bakker, Timo Leino, Mikko Jegoroff, Tommi Kärkkäinen, Sami Äyrämö
2009 — conf
Visualizing Time Series State Changes with Prototype Based Clustering.
ICANNGA
Markus Pylvänen, Sami Äyrämö, Tommi Kärkkäinen
2006 — —
Knowledge mining using robust clustering.
Sami Äyrämö