|
|
|
4. Learning by fusing heterogeneous dataMarinka Žitnik, 2015, doctoral dissertation Keywords: gene function prediction, gene prioritization, network inference, collective matrix factorization, matrix completion, factor models, data fusion, bioinformatics, statistical relational learning, machine learning Full text (file, 11,84 MB) |
|
6. 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... |
|
8. 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) |
|
10. Automatic grammatical evolution-based optimization of matrix factorization algorithmMatevž Kunaver, Arpad Bürmen, 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... |