Antti Airola

Associate Professor, University of Turku

Joined

April 2020

Names

Antti Airola (Preferred)

Emails

****@utu.fi (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

University of Turku (utu.fi)

2023 – Present

Assistant Professor

University of Turku (utu.fi)

2019 – 2023

Advisors, Relations & Conflicts

Coauthor

Willem Waegeman

2011 – Present

Coauthor

Bernard De Baets

2011 – Present

Coauthor

Tapio Pahikkala

2007 – 2020

PhD Advisor

Tapio Salakoski

2007 – 2011

Expertise

cross-validation

Present

kernel methods

Present

open source software

Present

health technology

Present

feature selection

Present

Publications

Striving for platform independence in the e-learning landscape: a study on a flexible exercise creation system
Samuli Laato, Mika Murtojärvi, Antti Airola, Jari Björne
- 2022 (modified: 16 Apr 2023)
- ICALT 2022
- Readers: Everyone
Generalized vec trick for fast learning of pairwise kernel models
Markus Viljanen, Antti Airola, Tapio Pahikkala
- 2022 (modified: 16 Apr 2023)
- Mach. Learn. 2022
- Readers: Everyone
Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks
Ismail Elnaggar, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Jouni Pykäri, Mikko Savontaus, Tero Koivisto
- 2021 (modified: 16 Apr 2023)
- CinC 2021
- Readers: Everyone
Adaptive risk prediction system with incremental and transfer learning
Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala, Wing-cheong Leung, Tsz-kin Lo, Daljit Singh Sahota
- 2021 (modified: 16 Apr 2023)
- Comput. Biol. Medicine 2021
- Readers: Everyone
Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.
Michiel Stock, Tapio Pahikkala, Antti Airola, Willem Waegeman, Bernard De Baets
- 2020 (modified: 09 Nov 2022)
- Briefings in Bioinformatics2020
- Readers: Everyone
Measuring Player Retention and Monetization Using the Mean Cumulative Function.
Markus Viljanen, Antti Airola, Anne-Maarit Majanoja, Jukka Heikkonen, Tapio Pahikkala
- 2020 (modified: 09 Nov 2022)
- IEEE Trans. Games2020
- Readers: Everyone
Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets.
Mika Murtojärvi, Anni S. Halkola, Antti Airola, Teemu D. Laajala, Tuomas Mirtti, Tero Aittokallio, Tapio Pahikkala
- 2020 (modified: 09 Apr 2021)
- Int. J. Medical Informatics2020
- Readers: Everyone
Robust ECG R-peak detection using LSTM.
Juho Laitala, Mingzhe Jiang, Elise Syrjälä, Emad Kasaeyan Naeini, Antti Airola, Amir M. Rahmani, Nikil D. Dutt, Pasi Liljeberg
- 2020 (modified: 09 Nov 2022)
- SAC2020
- Readers: Everyone
The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers.
Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala
- 2019 (modified: 09 Nov 2022)
- Data Min. Knowl. Discov.2019
- Readers: Everyone
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression.
Michiel Stock, Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone

View all 70 publications

Co-Authors

View all 88 co-authors