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Journal Articles
- 2016
[j4]Marko Junkkari, Johanna Vainio, Kati Iltanen, Paavo Arvola
, Heidi Kari, Jaana Kekäläinen:
Path Expressions in SQL: A User Study on Query Formulation. J. Database Manag. 27(3): 1-22 (2016)- 2015
- [j3]Martti Juhola, Kirsi Penttinen, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Harri Siirtola, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jari A. K. Hyttinen, Katriina Aalto-Setälä:
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine 61: 1-7 (2015) - 2008
- [j2]Kirsi Varpa, Kati Iltanen, Martti Juhola:
Machine learning method for knowledge discovery experimented with otoneurological data. Comput. Methods Programs Biomed. 91(2): 154-164 (2008) - 2007
- [j1]Markku Siermala, Martti Juhola, Jorma Laurikkala, Kati Iltanen, Erna Kentala, Ilmari Pyykkö:
Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. Inf. Sci. 177(9): 1963-1976 (2007)
Conference and Workshop Papers
- 2014
- [c5]Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola:
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM 2014: 86-92 - [c4]Martti Juhola, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jorge Avalos-Salguero, Harri Siirtola, Kirsi Penttinen, Katriina Aalto-Setälä:
On computation of calcium cycling anomalies in cardiomyocytes data. EMBC 2014: 1444-1447 - 2013
- [c3]Henry Joutsijoki, Kirsi Varpa, Kati Iltanen, Martti Juhola:
Machine learning approach to an otoneurological classification problem. EMBC 2013: 1294-1297 - [c2]Kati Iltanen, Sami Kiviharju, Lida Ao, Martti Juhola, Ilmari Pyykkö:
Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment. MedInfo 2013: 452-456 - 2011
- [c1]Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola:
Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. MIE 2011: 579-583
Coauthor Index
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