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4. Towards a data-integrated cellNoël Malod-Dognin, Julia Petschnigg, Sam F. L. Windels, Janez Povh, Harry Hemmingway, Robin Ketteler, Nataša Pržulj, 2019, original scientific article Keywords: non-negative matrix factorization, data integration, cancer-related genes, pan-cancer genes, integrated cell, biological networks Full text (file, 1,39 MB) This document has more files! More... |
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6. Incremental matrix factorization for simultaneous learning from parallel data streamsMartin Jakomin, 2019, doctoral dissertation Keywords: machine learning, matrix factorization, data streams, data fusion, incremental learning, recommender systems, synthetic data generator Full text (file, 2,91 MB) |
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8. Automatic grammatical evolution-based optimization of matrix factorization algorithmMatevž Kunaver, Árpád Bűrmen, Iztok Fajfar, 2022, original scientific article Keywords: matrix factorization, genetic programming, grammatical evolution, recommender systems, meta-optimization Full text (file, 422,01 KB) This document has more files! More... |
9. Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problemRok Hribar, Timotej Hrga, Gregor Papa, Gašper Petelin, Janez Povh, Nataša Pržulj, Vida Vukašinović, 2022, original scientific article Keywords: non-negative matrix factorization, fixed point method, block coordinate descent, projected gradient method, adaptive moment estimation method Full text (file, 1,47 MB) This document has more files! More... |
10. Some harmonic functions for killed Markov branching processes with immigration and cullingMatija Vidmar, 2022, original scientific article Keywords: Bienaymé–Galton–Watson process, branching, immigration, culling, harmonic function, first passage downwards, explosion, Laplace transform, factorization at the minimum, conditioning Full text (file, 1,74 MB) This document has more files! More... |