Sami Sieranoja
Postdoctoral Researcher
School of Computing, Faculty of Science, Forestry and Technology
[email protected] | +358 50 340 8542
Publications
17/17 items-
Fast agglomerative clustering using approximate traveling salesman solutions
Sieranoja, Sami; Fränti, Pasi. 2025. Journal of big data. 12: A1 Journal article (refereed), original research -
Clustering accuracy
Fränti, Pasi; Sieranoja, Sami. 2024. Applied computing and intelligence. 4: 24-44 A1 Journal article (refereed), original research -
Balanced k-means revisited
de Maeyer, Rieke; Sieranoja, Sami; Fränti, Pasi. 2023. Applied computing and intelligence. 3: 145-179 A1 Journal article (refereed), original research -
Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018
Fränti, Pasi; Sieranoja, Sami; Wikström, Katja; Laatikainen, Tiina. 2022. JMIR medical informatics. 10: A1 Journal article (refereed), original research -
Päihdediagnoosien alueellisen esiintyvyyden erot ja hoidon kokonaiskustannukset
Rautiainen, Elina; Leminen, Aapeli; Linna, Miika; Sieranoja, Sami; Toivakka, Maija; Niemelä, Solja; Kuussaari, Kristiina; Laatikainen, Tiina. 2022. Lääkärilehti. 77: . e324 A1 Journal article (refereed), original research -
Adapting k-means for graph clustering
Sieranoja, Sami; Fränti, Pasi. 2021. Knowledge and information systems. 2022; 64: 115-142 A1 Journal article (refereed), original research -
Clustering with kNN graph and k-means
Sieranoja, Sami. 2020. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences G5 Doctoral dissertation (article) -
Vakavan COVID-19-tautimuodon riskiryhmien määrittely
Laatikainen, Tiina; Sieranoja, Sami; Leminen, Aapeli; Repo, Teppo; Toivakka, Maija. 2020. Lääkärilehti. 75: 1066-1068 D1 Article in a trade journal -
Fast and General Density Peaks Clustering
Sieranoja, Sami; Fränti, Pasi. 2019. Pattern recognition letters. 128: 551-558 A1 Journal article (refereed), original research -
How much k-means can be improved by using better initialization and repeats?
Fränti, Pasi; Sieranoja, Sami. 2019. Pattern recognition. 93: 95-112 A1 Journal article (refereed), original research