Tapio Salakoski
Faculty of Science and Engineering tapio.salakoski@utu.fi +358 29 450 2708 +358 40 032 6978 Vesilinnantie 5 Turku |
Areas of expertise
Artificial Intelligence, especially Language technology and Machine Learning
Bio and Health Informatics
Learning Analytics and Technology
Digital Humanities
Artificial Intelligence, especially Language technology and Machine Learning
Bio and Health Informatics
Learning Analytics and Technology
Digital Humanities
Publications 
9 of 10
- Reconstruction of Semantic Relationships from Their Projections in Biomolecular Domain (2010) Proceedings of the 2010 Workshop on Biomedical Natural Language Processing Heimonen J, Björne J, Salakoski T
(A4 Refereed article in a conference publication ) - Scaling up Biomedical Event Extraction to the Entire {PubMed} (2010) Proceedings of the 2010 Workshop on Biomedical Natural Language Processing (BioNLP'10) Björne J, Ginter F, Pyysalo S, Tsujii J, Salakoski T
(A4 Refereed article in a conference publication ) - Schematic Framework for Clinical Language Technology Development in Intensive Care (2010) 13th International Congress on Medical Informatics (MEDINFO 2010) Suominen H, Lundgrén-Laine H, Salanterä S, Karsten H, Salakoski T
(A4 Refereed article in a conference publication ) - Speeding up Greedy Forward Selection for Regularized Least-Squares (2010) Proceedings of The Ninth International Conference on Machine Learning and Applications (ICMLA 2010) Pahikkala T, Airola A, Salakoski T
(A4 Refereed article in a conference publication ) - Supporting Communication and Decision Making in Finnish Intensive Care with Language Technology (2010) Suominen H, Salakoski T
(A1 Refereed original research article in a scientific journal) - Treebanking Finnish (2010)
- NEALT proceedings series
(A4 Refereed article in a conference publication ) - Efficient Hold-Out for Subset of Regressors (2009)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Evaluation of Learner Engagement in Program Visualization (2009)
- IASTED International Conference on Computers and Advanced Technology in Education
(A4 Refereed article in a conference publication ) - Extracting Complex Biological Events with Rich Graph-Based Feature Sets (2009) Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task Björne J, Heimonen J, Ginter F, Airola A, Pahikkala T, Salakoski T
(A4 Refereed article in a conference publication ) - Information Flow in Intensive Care Narratives (2009) Suominen H, Lundgren-Laine H, Salanterä S, Karsten H, Salakoski T
(A4 Refereed article in a conference publication ) - Locality kernels for sequential data and their applications to parse ranking (2009)
- Applied Intelligence
(A1 Refereed original research article in a scientific journal) - Matrix representations, linear transformations, and kernels for disambiguation in natural language (2009)
- Machine Learning
(A1 Refereed original research article in a scientific journal) - A Graph Kernel for Protein-Protein Interaction Extraction (2008) Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing (BioNLP 2008) Airola A, Pyysalo S, Björne J, Pahikkala T, Ginter F, Salakoski T
(A4 Refereed article in a conference publication ) - All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning (2008)
- BMC Bioinformatics
(A1 Refereed original research article in a scientific journal) - A Sparse Regularized Least-Squares Preference Learning Algorithm (2008)
- Frontiers in Artificial Intelligence and Applications
(A4 Refereed article in a conference publication ) - Comparative analysis of five protein-protein interaction corpora (2008)
- BMC Bioinformatics
(A1 Refereed original research article in a scientific journal) - Efficient AUC Maximization with Regularized Least-Squares (2008)
- Frontiers in Artificial Intelligence and Applications
(A4 Refereed article in a conference publication ) - Exact and Efficient Leave-Pair-Out Cross-Validation for Ranking RLS (2008) Proceedings of the 2nd International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR 2008) Pahikkala T, Airola A, Boberg J, Salakoski T
(A4 Refereed article in a conference publication ) - Machine Learning to Automate the Assignment of Diagnosis Codes to Free-text Radiology Reports: a Method Description (2008) Proceedings of the ICML/UAI workshop on Machine Learning in health care applications Suominen H, Ginter F, Pyysalo S, Airola A, Pahikkala T, Salanterä S, Salakoski T
(A4 Refereed article in a conference publication ) - Regularized Least-Squares for Learning Non-Transitive Preferences between Strategies (2008)
- Publications of the Finnish Artificial Intelligence Society
(A4 Refereed article in a conference publication )
UTU Research Portal