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Browsing by Subject "Machine Learning"

Browsing by Subject "Machine Learning"

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    Comparative study of machine learning methods for modeling associations between risk factors and future dementia cases 
    Valsdóttir, Vaka; Jónsdóttir, María Kristín; Magnúsdóttir, Brynja Björk; Chang, Milan; Hu, Yi Han; Gudnason, Vilmundur; Launer, Lenore J.; Stefánsson, Hlynur (2024-02)
    A substantial portion of dementia risk can be attributed to modifiable risk factors that can be affected by lifestyle changes. Identifying the contributors to dementia risk could prove valuable. Recently, machine learning methods have been increasingly ...
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    Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room 
    Book, Matthias; Riedel, Morris; Neukirchen, Helmut Wolfram; Erlingsson, Ernir (Institute of Electrical and Electronics Engineers Inc., 2022)
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    Scalable Data Analysis in High Performance Computing 
    Götz, Markus (University of Iceland, School of Engineering and Natural Sciences, Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, 2017-12-05)
    Á síðastliðnum áratug hefur orðið mikil aukning í framleiðslu og geymslu gagna í iðnaði sem og rannsóknum. Þrátt fyrir að gagnagreining sé ekki ný af nálinni, stendur hún frammi fyrir þeirri áskorun að ráða við síaukið magn, bandvídd og flækjustig ...
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    Scalable Deep Learning for Remote Sensing with High Performance Computing 
    Sedona, Rocco (University of Iceland, School of Engineering and Natural Sciences, Faculty of Industrial Eng., Mechanical Eng. and Computer Science, 2023-05-04)
    Advances in remote sensing (RS) missions in recent decades have greatly increased the volume of data that is continually acquired and made available to end users, who can utilize it in a variety of Earth observation (EO) applications. land cover (LC) ...
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    Universal prediction of cell-cycle position using transfer learning 
    Zheng, Shijie C.; Stein-O’Brien, Genevieve; Augustin, Jonathan J.; Slosberg, Jared; Carosso, Giovanni A.; Winer, Briana; Shin, Gloria; Björnsson, Hans Tómas; Goff, Loyal A.; Hansen, Kasper D. (2022-01-31)
    Background: The cell cycle is a highly conserved, continuous process which controls faithful replication and division of cells. Single-cell technologies have enabled increasingly precise measurements of the cell cycle both as a biological process of ...