Tapio Pahikkala
Professor
aatapa@utu.fi +358 29 450 4323 +358 50 345 5824 Työhuone: 456D ORCID-tunniste: https://orcid.org/0000-0003-4183-2455 |
Machine learning, Data science, Artificial intelligence
Machine learning, Data science, Artificial intelligence
Tapio Pahikkala is a professor of computer science in the University of Turku, Finland, from which he also received his doctoral degree in 2008. He has authored more than 150 peer-reviewed scientific articles and participated in the winning teams of several international scientific competitions/challenges. He has led many research projects, supervised more than ten doctoral theses, held several positions of trust in academia and served in the program committees of numerous international conferences. His current research interests include theory and algorithmics of machine learning, data analysis, and artificial intelligence, as well as their applications on various different fields.
Theory and algorithmics of machine learning, data science and artificial intelligence as well as their practical applications in various different fields. Estimation of prediction performance with resampling methods, theory of resampling and cross-validation.
TKO_7092 Evaluation of Machine Learning Methods
- Learning to Rank with Pairwise Regularized Least-Squares (2007) SIGIR 2007 Workshop on Learning to Rank for Information Retrieval Pahikkala T, Tsivtsivadze E, Airola A, Boberg J, Salakoski T
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Towards automated classification of intensive care nursing narratives (2007)
- International Journal of Medical Informatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Incorporating external information in Bayesian classifiers via linear feature transformations (2006)
- Lecture Notes in Computer Science
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Relevance ranking of intensive care nursing narratives (2006)
- Lecture Notes in Computer Science
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Towards Automated Classification of Intensive Care Nursing Narratives (2006)
- Studies in Health Technology and Informatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation (2005)
- BMC Bioinformatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Regularized Least-Squares for parse ranking (2005)
- Lecture Notes in Computer Science
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Extracting protein-protein interaction sentences by applying rough set data analysis (2004)
- Lecture Notes in Computer Science
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Electrophoretic signal comparison applied to mRNA differential display analysis (2003)
- Biotechniques
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )



