Research output per year
Research output per year
Personal profile
Profile information
I am a professor of statistics and data analysis at Tampere University, Faculty of Information Technology and Communication Sciences, unit of Computing Sciences. I am the leader of the Statistical Machine Learning and Exploratory Data Analysis (SMiLE) research group. I am a member of the Academy of Finland Center of Excellence in Game Culture Studies.
Please see a full description at: https://homepages.tuni.fi/jaakko.peltonen/
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Computational recognition of narratives: Applying narratological definitions to the analysis of political language use
Hatavara, M., Sandberg, K., Andrushchenko, M., Hälikkö, S., Nummenmaa, J., Nummenmaa, T., Peltonen, J. & Hyvärinen, M., 2024, (E-pub ahead of print) In: Narrative Inquiry.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile35 Downloads (Pure) -
Editorial
Kulathinal, S., Peltonen, J. & Sillanpää, M. J., Jun 2024, In: SCANDINAVIAN JOURNAL OF STATISTICS. 51, 2, p. 427-428Research output: Contribution to journal › Editorial › Scientific
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Forecasting emergency department occupancy with advanced machine learning models and multivariable input
Tuominen, J., Pulkkinen, E., Peltonen, J., Kanniainen, J., Oksala, N., Palomäki, A. & Roine, A., 2024, In: INTERNATIONAL JOURNAL OF FORECASTING. 40, 4, p. 1410-1420 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)47 Downloads (Pure) -
Linguistic summarisation of multiple entities in RDF graphs
Zimina, E., Järvelin, K., Peltonen, J., Ranta, A., Stefanidis, K. & Nummenmaa, J., 2024, In: Applied Computing and Intelligence. 4, 1, p. 1-18 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
TraQuLA: Transparent Question Answering Over RDF Through Linguistic Analysis
Zimina, E., Järvelin, K., Peltonen, J., Ranta, A. & Nummenmaa, J., 2024, Web Engineering - 24th International Conference, ICWE 2024, Proceedings. Stefanidis, K., Systä, K., Matera, M., Heil, S., Kondylakis, H. & Quintarelli, E. (eds.). Springer, p. 19-33 15 p. (Lecture Notes in Computer Science; vol. 14629 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Datasets
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Additional file 2 of Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach
Tuominen, J. (Creator), Lomio, F. (Creator), Oksala, N. (Creator), Palomäki, A. (Creator), Peltonen, J. (Creator), Huttunen, H. (Creator) & Roine, A. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.19785659.v1
Dataset
Activities
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Menneen ja tulevan retoriikkaa: budjettikeskustelut eduskunnnan täysistuntopöytäkirjoissa vaalikausilla 2015–2018 ja 2019–2022
Sandberg, K. (Speaker), Turunen, R. (Contributor), Kurunmäki, J. (Contributor), Marjanen, J. (Contributor), Peltonen, J. (Contributor) & Nummenmaa, J. (Contributor)
10 Nov 2023Activity: Talk or presentation › Conference presentation
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Kertomuksen tunnistaminen politiikkapuheessa
Rautajoki, H. (Speaker), Hatavara, M. (Contributor), Hyvärinen, M. (Contributor), Jolma, N. (Contributor), Nummenmaa, J. (Contributor), Nummenmaa, T. (Contributor), Peltonen, J. (Contributor), Sandberg, K. (Contributor), Teräs, K. (Contributor) & Turunen, R. (Contributor)
12 May 2023Activity: Talk or presentation › Conference presentation
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Ideologioiden ajat eduskunnan pöytäkirjoissa 1980-2022
Sandberg, K. (Contributor), Andrushchenko, M. (Contributor), Turunen, R. (Contributor), Marjanen, J. (Speaker), Kurunmäki, J. (Contributor), Peltonen, J. (Contributor), Nummenmaa, T. (Contributor) & Nummenmaa, J. (Contributor)
11 May 2023Activity: Talk or presentation › Conference presentation
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Past and its rhetorical uses in Finnish parliamentary records – present perfect in narratives and speech about ideologies
Sandberg, K. (Speaker), Hatavara, M. (Speaker), Andrushchenko, M. (Contributor), Turunen, R. (Contributor), Marjanen, J. (Contributor), Kurunmäki, J. (Contributor), Nummenmaa, T. (Contributor), Teräs, K. (Contributor), Peltonen, J. (Contributor), Nummenmaa, J. (Contributor) & Hyvärinen, M. (Contributor)
1 Dec 2022Activity: Talk or presentation › Conference presentation
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Analyzing temporalities in parliamentary speech about ideologies using dependency parsed data
Sandberg, K. (Speaker), Andrushchenko, M. (Contributor), Turunen, R. (Contributor), Marjanen, J. (Contributor), Kurunmäki, J. (Contributor), Peltonen, J. (Contributor), Nummenmaa, T. (Contributor) & Nummenmaa, J. (Contributor)
18 Mar 2022Activity: Talk or presentation › Conference presentation