Tapio Salakoski
Faculty of Science and Engineering tapio.salakoski@utu.fi +358 29 450 2708 +358 40 032 6978 Vesilinnantie 5 Turku |
Artificial Intelligence, especially Language technology and Machine Learning
Bio and Health Informatics
Learning Analytics and Technology
Digital Humanities
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- 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
- 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
- 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
- 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
- Supporting Communication and Decision Making in Finnish Intensive Care with Language Technology (2010) Suominen H, Salakoski T
- Treebanking Finnish (2010)
- NEALT proceedings series
- Efficient Hold-Out for Subset of Regressors (2009)
- Lecture Notes in Computer Science
- Evaluation of Learner Engagement in Program Visualization (2009)
- IASTED International Conference on Computers and Advanced Technology in Education
- 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
- Information Flow in Intensive Care Narratives (2009) Suominen H, Lundgren-Laine H, Salanterä S, Karsten H, Salakoski T
- Locality kernels for sequential data and their applications to parse ranking (2009)
- Applied Intelligence
- Matrix representations, linear transformations, and kernels for disambiguation in natural language (2009)
- Machine Learning
- 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
- All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning (2008)
- BMC Bioinformatics
- A Sparse Regularized Least-Squares Preference Learning Algorithm (2008)
- Frontiers in Artificial Intelligence and Applications
- Comparative analysis of five protein-protein interaction corpora (2008)
- BMC Bioinformatics
- Efficient AUC Maximization with Regularized Least-Squares (2008)
- Frontiers in Artificial Intelligence and Applications
- 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
- 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
- Regularized Least-Squares for Learning Non-Transitive Preferences between Strategies (2008)
- Publications of the Finnish Artificial Intelligence Society
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