Tapio Salakoski

- Vice Rector,
University Management (University Management and Central Services)

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

8 of 10

Learning Multi-Label Predictors under Sparsity Budget (2011)
- Frontiers in Artificial Intelligence and Applications
Proceedings of the Eleventh Scandinavian Conference on Artificial Intelligence (SCAI 2011) Naula P, Pahikkala T, Airola A, Salakoski T
On Learning and Cross-Validation with Decomposed Nystrom Approximation of Kernel Matrix (2011)
- Neural Processing Letters
Antti Airola, Tapio Pahikkala, Tapio Salakoski
Training linear ranking SVMs in linearithmic time using red-black trees (2011)
- Pattern Recognition Letters
Antti Airola, Tapio Pahikkala, Tapio Salakoski
U-Compare bio-event meta-service: compatible BioNLP event extraction services (2011)
- BMC Bioinformatics
Kano Y, Björne J, Ginter F, Salakoski T, Buyko E, Hahn U, Cohen K, Verspoor K, Roeder C, Hunter L, Kilicoglu H, Bergler S, Landeghem S, Parys T, {Van de Peer} Y, Miwa M, Ananiadou S, Neves M, Pascual-Montano A, Ozgur A, Radev D, Riedel S, Saetre R, Chun H, Kim J, Pyysalo S, Ohta T, Tsujii J
Accuracy of Protein Hydropathy Predictions (2010)
- International Journal of Data Mining and Bioinformatics
Jääskeläinen S, Riikonen P, Salakoski T, Vihinen M
A comparison of {AUC} estimators in small-sample studies (2010)
- Journal of Machine Learning Research
Proceedings of the third International Workshop on Machine Learning in Systems Biology Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T
A comparison of AUC estimators in small-sample studies (2010)
- JMLR workshop and conference proceedings
Proceedings of the third International Workshop on Machine Learning in Systems Biology Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T
Applying permutation tests for assessing the statistical significance of wrapper based feature selection (2010) Proceedings of The Ninth International Conference on Machine Learning and Applications (ICMLA 2010) Airola A, Pahikkala T, Boberg J, Salakoski T
Complex Event Extraction at {PubMed} Scale (2010)
- Bioinformatics
Björne J, Ginter F, Pyysalo S, Tsujii J, Salakoski T
Conditional Ranking on Relational Data (2010)
- Lecture Notes in Computer Science
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II Pahikkala T, Waegeman W, Airola A, Salakoski T, De Baets B
Co-Regularized Least-Squares for Label Ranking (2010) Preference Learning Tsivtsivadze E, Pahikkala T, Boberg J, Salakoski T, Heskes H
Dependency-Based PropBanking of Clinical Finnish (2010) Proceedings of The Fourth Linguistic Annotation Workshop (LAW IV) Haverinen K, Ginter F, Laippala V, Viljanen T, Salakoski T
Effects of Course-Long Use of a Program Visualization Tool (2010) Proceedings of the Twelfth Australasian Conference on Computing Education Kaila E, Rajala T, Laakso M-J, Salakoski T
Feature Selection for Regularized Least-Squares: New Computational Short-Cuts and Fast Algorithmic Implementations (2010) Proceedings of the Twentieth IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) Pahikkala T, Airola A, Salakoski T
Greedy {RankRLS}: a Linear Time Algorithm for Learning Sparse Ranking Models (2010) SIGIR 2010 Workshop on Feature Generation and Selection for Information Retrieval Pahikkala T, Airola A, Naula P, Salakoski T
How Does Collaboration Affect Algorithm Learning? A Case Study Using TRAKLA2 Algorithm Visualization Tool (2010) Proceedings of 2010 International Conference on Education Technology and Computer (ICETC 2010) Rajala T, Salakoski T, Kaila E, Laakso M-J
ITS Corridor of Cooperative Traffic ICT Project Report (2010)
- TUCS Publication Series
Salakoski T, Isoaho J, Forsman U
Laadukas tieto parantaa terveydenhoidon tuloksellisuutta (2010)
- Turun Sanomat
Korvenranta H, Salakoski T, Salanterä S
Large scale training methods for linear {RankRLS} (2010) Proceedings of the {ECML/PKDD} 2010 Workshop on Preference Learning {(PL-10)} Airola A, Pahikkala T, Salakoski T
Learning Intransitive Reciprocal Relations with Kernel Methods (2010)
- European Journal of Operational Research
Pahikkala T, Waegeman W, Tsivtsivadze E, Salakoski T, De Baets B