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
- Computing Education Research in Finland (2023) Past, Present and Future of Computing Education Research: A Global Perspective Malmi Lauri, Hellas Arto, Ihantola Petri, Isomöttönen Ville, Jormanainen Ilkka, Kilamo Terhi, Knutas Antti, Korhonen Ari, Laakso Mikko-Jussi, López-Pernas Sonsoles, Poranen Timo, Salakoski Tapio, Suhonen Jarkko
(A3 Refereed book chapter or chapter in a compilation book) - Clustering Nursing Sentences - Comparing Three Sentence Embedding Methods (2022)
- Medical informatics Europe
(A4 Refereed article in a conference publication ) - Neural Network and Random Forest Models in Protein Function Prediction (2022)
- IEEE/ACM Transactions on Computational Biology and Bioinformatics
(A1 Refereed original research article in a scientific journal) - Text Classification Model Explainability for Keyword Extraction - Towards Keyword-Based Summarization of Nursing Care Episodes (2022)
- Studies in Health Technology and Informatics
(A4 Refereed article in a conference publication ) - Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks (2021)
- Natural Language Engineering
(A1 Refereed original research article in a scientific journal) - Assisting nurses in care documentation: from automated sentence classification to coherent document structures with subject headings (2020)
- Journal of Biomedical Semantics
(A1 Refereed original research article in a scientific journal) - Entity-pair embeddings for improving relation extraction in the biomedical domain (2020)
- European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
(A4 Refereed article in a conference publication ) - Limits and Virtues of Educational Technology in Elementary School Mathematics (2020)
- Journal of Educational Technology Systems
(A1 Refereed original research article in a scientific journal) - Long term effects on technology enhanced learning: The use of weekly digital lessons in mathematics (2020)
- Informatics in Education
(A1 Refereed original research article in a scientific journal) - Propagating AI Knowledge Across University Disciplines- The Design of A Multidisciplinary AI Study Module (2020)
- Conference proceedings : Frontiers in Education Conference
(A4 Refereed article in a conference publication ) - Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods (2020)
- Journal of the American Medical Informatics Association
(A1 Refereed original research article in a scientific journal) - Using early assessment performance as early warning signs to identify at-risk students in programming courses (2020)
- Conference proceedings : Frontiers in Education Conference
(A4 Refereed article in a conference publication ) - An Unsupervised Query Rewriting Approach Using N-gram Co-occurrence Statistics to Find Similar Phrases in Large Text Corpora (2019)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - Is Multilingual BERT Fluent in Language Generation? (2019)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - Pain process of patients with cardiac surgery — Semantic annotation of electronic patient record data (2019)
- Journal of Clinical Nursing
(A1 Refereed original research article in a scientific journal) - Secondary use of electronic health records: Availability aspects in two Nordic countries (2019)
- Health Information Management Journal
(A1 Refereed original research article in a scientific journal) - Template-free Data-to-Text Generation of Finnish Sports News (2019)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens (2019)
- Genome Biology
(A1 Refereed original research article in a scientific journal) - Unsupervised phrase-level query rewriting for assisting search in clinical free text (2019)
- World congress on medical and health informatics
(A4 Refereed article in a conference publication ) - Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing (2018) Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018 Björne J, Salakoski T
(A4 Refereed article in a conference publication )