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

Areas of expertise

Artificial Intelligence, especially Language technology and Machine Learning
Bio and Health Informatics
Learning Analytics and Technology
Digital Humanities

Publications

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
(A4 Refereed article in a conference publication )
On Learning and Cross-Validation with Decomposed Nystrom Approximation of Kernel Matrix (2011)
- Neural Processing Letters
Antti Airola, Tapio Pahikkala, Tapio Salakoski
(A1 Refereed original research article in a scientific journal)
Training linear ranking SVMs in linearithmic time using red-black trees (2011)
- Pattern Recognition Letters
Antti Airola, Tapio Pahikkala, Tapio Salakoski
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
Accuracy of Protein Hydropathy Predictions (2010)
- International Journal of Data Mining and Bioinformatics
Jääskeläinen S, Riikonen P, Salakoski T, Vihinen M
(A1 Refereed original research article in a scientific journal)
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
Complex Event Extraction at {PubMed} Scale (2010)
- Bioinformatics
Björne J, Ginter F, Pyysalo S, Tsujii J, Salakoski T
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
Co-Regularized Least-Squares for Label Ranking (2010) Preference Learning Tsivtsivadze E, Pahikkala T, Boberg J, Salakoski T, Heskes H
(A3 Refereed book chapter or chapter in a compilation book)
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
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
(A4 Refereed article in a conference publication )
ITS Corridor of Cooperative Traffic ICT Project Report (2010)
- TUCS Publication Series
Salakoski T, Isoaho J, Forsman U
(D4 Published development or research report or study )
Laadukas tieto parantaa terveydenhoidon tuloksellisuutta (2010)
- Turun Sanomat
Korvenranta H, Salakoski T, Salanterä S
(E1 Popularised article)
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
(A4 Refereed article in a conference publication )
Learning Intransitive Reciprocal Relations with Kernel Methods (2010)
- European Journal of Operational Research
Pahikkala T, Waegeman W, Tsivtsivadze E, Salakoski T, De Baets B
(A1 Refereed original research article in a scientific journal)