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 
2 of 10
- Combining support vector machines and LSTM networks for chemical-protein relation extraction (2018) Proceedings of the BioCreative VI Workshop Farrokh Mehryary, Jari Björne, Tapio Salakoski, Filip Ginter
(A4 Refereed article in a conference publication ) - Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network (2018) Proceedings of the 9th International Workshop on Health Text Mining and Information Analysis (LOUHI 2018) Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä
(A4 Refereed article in a conference publication ) - Ihmislähtöisyyden integrointi tietotekniikan diplomi-insinöörikoulutukseen (2018) Valmiina työelämään! Visioita ja näkökulmia työhyvinvoinnista ja työelämävalmiuksista sekä menetelmiä niiden kehittämiseen Johanna Isoaho, Jouni Isoaho, Seppo Virtanen, Tapio Salakoski
(D2 Article in a professional compilation book) - Improving layman readability of clinical narratives with unsupervised synonym replacement (2018)
- Medical informatics Europe
(A4 Refereed article in a conference publication ) - Ontology Development for Patient Education Documents Using a Professional- and Patient-Oriented Delphi Method (2018)
- CIN: Computers Informatics Nursing
(A1 Refereed original research article in a scientific journal) - Potent pairing: ensemble of long short-term memory networks and support vector machine for chemical-protein relation extraction (2018)
- Database: The Journal of Biological Databases and Curation
(A1 Refereed original research article in a scientific journal) - Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task (2018) Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies Jenna Kanerva, Filip Ginter, Niko Miekka, Akseli Leino, Tapio Salakoski
(A4 Refereed article in a conference publication ) - TurkuNLP Entry for Interactive Bio-ID Assignment (2018) Proceedings of the BioCreative VI Workshop Suwisa Kaewphan, Farrokh Mehryary, Kai Hakala, Tapio Salakoski, Filip Ginter
(A4 Refereed article in a conference publication ) - Wide-scope biomedical named entity recognition and normalization with CRFs, fuzzy matching and character level modeling (2018)
- Database: The Journal of Biological Databases and Curation
(A1 Refereed original research article in a scientific journal) - Applying BLAST to Text Reuse Detection in Finnish Newspapers and Journals, 1771–1910 (2017) Proceedings of the NoDaLiDa 2017 Workshop on Processing Historical Language Aleksi Vesanto, Asko Nivala, Heli Rantala, Tapio Salakoski, Hannu Salmi, Filip Ginter
(A4 Refereed article in a conference publication ) - Assessment of metal ion concentration in water with structured feature selection (2017)
- Chemosphere
(A1 Refereed original research article in a scientific journal) - A System for Identifying and Exploring Text Repetition in Large Historical Document Corpora (2017) Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017, Gothenburg, Sweden Aleksi Vesanto, Asko Nivala, Tapio Salakoski, Hannu Salmi, Filip Ginter
(A4 Refereed article in a conference publication ) - Automated quantification of Reuters news using a receiver operating characteristic curve analysis: The Western media image of China (2017)
- Global Media and China
(A1 Refereed original research article in a scientific journal) - Creating register sub-corpora for the Finnish Internet Parsebank. (2017)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - DESCRIPTION OF CARDIAC SURGERY PATIENT’S PAIN PROCESS BASED ON SEMANTIC ANNOTATION OF ELECTRONIC PATIENT RECORD DATA (2017) Kristiina Heikkilä, Anna Axelin, Laura-Maria Peltonen, Pauliina Anttila, Juho Heimonen, Timo Viljanen, Tapio Salakoski, Sanna Salanterä
(Other publication) - Detecting mentions of pain and acute confusion in Finnish clinical text (2017) SIGBioMed Workshop on Biomedical Natural Language: Proceedings of the 16th BioNLP Workshop Hans Moen, Kai Hakala, Farrokh Mehryary, Laura-Maria Peltonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
(A4 Refereed article in a conference publication ) - Distributional Semantics of the Partitive A Argument Construction in Finnish (2017) Empirical Approaches to Cognitive Linguistics: Analysing Real-Life Data Huumo Tuomas, Kyröläinen Aki-Juhani, Kanerva Jenna, Luotolahti M. Juhani, Salakoski Tapio, Ginter Filip, Laippala Veronika
(A3 Refereed book chapter or chapter in a compilation book) - End-to-End System for Bacteria Habitat Extraction (2017) SIGBioMed Workshop on Biomedical Natural Language: Proceedings of the 16th BioNLP Workshop Farrokh Mehryary, Kai Hakala, Suwisa Kaewphan, Jari Björne, Tapio Salakoski, Filip Ginter
(A4 Refereed article in a conference publication ) - Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter (2017)
- CEUR Workshop Proceedings
(A4 Refereed article in a conference publication ) - EPE 2017: The Biomedical Event Extraction Downstream Application (2017) Proceedings of the 2017 Shared Task on Extrinsic Parser Evaluation (EPE 2017) at the Fourth International Conference on Dependency Linguistics (Depling 2017) and the 15th International Conference on Parsing Technologies (IWTP 2017) Björne J, Ginter F, Salakoski T
(A4 Refereed article in a conference publication )
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