Sami Sieranoja - UEFConnect

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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
Audiovisual Synchrony Detection with Optimized Audio Features
Sieranoja, Sami; Sahidullah, Md; Kinnunen, Tomi; Komulainen, Jukka; Hadid, Abdenour. Teoksessa: -(toim.) , 2018. 2018 IEEE 3rd International Conference on Signal and Image Processing (ICSIP). s. 377-381. IEEE A4 Conference proceedings
Constructing a high-dimensional kNN-graph using a Z-order curve
Sieranoja, Sami; Fränti, Pasi. 2018. ACM journal of experimental algorithmics. 23: 1-21 A1 Journal article (refereed), original research
Dimensionally Distributed Density Estimation
Fränti, Pasi; Sieranoja, Sami. Teoksessa: Rutkowski, Leszek; Scherer, Rafal; Korytkowski, Marcin; Pedrycz, Witold; Tadeusiewicz, Ryszard; Zurada, Jacek M(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II. s. 343-353. Springer A4 Conference proceedings
Fast random pair divisive construction of kNN graph using generic distance measures
Sieranoja, Sami; Fränti, Pasi. Teoksessa: -(toim.) , 2018. ICBDC 18: Proceedings of the 2018 International Conference on Big Data and Computing. s. 95-98. ACM A4 Conference proceedings
K-means properties on six clustering benchmark datasets
Fränti, Pasi; Sieranoja, Sami. 2018. Applied intelligence. 48: 4743-4759 A1 Journal article (refereed), original research
Random projection for k-means clustering
Sieranoja, Sami; Fränti, Pasi. Teoksessa: Rutkowski, L; Scherer, R; Korytkowski, M; Pedrycz, W; Tadeusiewicz, R; Zurada, JM(toim.) , 2018. Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I. s. 680-689. Springer A4 Conference proceedings
GPS trajectory biometrics: from where you were to how you move
Sieranoja Sami, Kinnunen Tomi, Fränti Pasi. Teoksessa: Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard Wilson(toim.) , 2016. Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshop, S + SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings. s. 450-460. Springer A4 Conference proceedings