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3. Learning by fusing heterogeneous dataMarinka Žitnik, 2015, doktorska disertacija Ključne besede: gene function prediction, gene prioritization, network inference, collective matrix factorization, matrix completion, factor models, data fusion, bioinformatics, statistical relational learning, machine learning
Celotno besedilo (datoteka, 11,84 MB) |
4. Towards a data-integrated cellNoël Malod-Dognin, Julia Petschnigg, Sam F. L. Windels, Janez Povh, Harry Hemmingway, Robin Ketteler, Nataša Pržulj, 2019, izvirni znanstveni članek Ključne besede: non-negative matrix factorization, data integration, cancer-related genes, pan-cancer genes, integrated cell, biological networks
Celotno besedilo (datoteka, 1,39 MB) Gradivo ima več datotek! Več... |
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6. Incremental matrix factorization for simultaneous learning from parallel data streamsMartin Jakomin, 2019, doktorsko delo/naloga Ključne besede: machine learning, matrix factorization, data streams, data fusion, incremental learning, recommender systems, synthetic data generator
Celotno besedilo (datoteka, 2,91 MB) |
7. Automatic grammatical evolution-based optimization of matrix factorization algorithmMatevž Kunaver, Arpad Bürmen, Iztok Fajfar, 2022, izvirni znanstveni članek Ključne besede: matrix factorization, genetic programming, grammatical evolution, recommender systems, meta-optimization
Celotno besedilo (datoteka, 422,01 KB) Gradivo ima več datotek! Več... |
8. 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, izvirni znanstveni članek Ključne besede: non-negative matrix factorization, fixed point method, block coordinate descent, projected gradient method, adaptive moment estimation method
Celotno besedilo (datoteka, 1,47 MB) Gradivo ima več datotek! Več... |
9. Symmetric nonnegative matrix trifactorizationDamjana Kokol-Bukovšek, Helena Šmigoc, 2023, izvirni znanstveni članek Ključne besede: mathematics, mathematical economy, matrix algebra, nonnegative matrix factorization, completely positive matrices, nonnegative symmetric matrices, nonnegative rank
Celotno besedilo (datoteka, 445,33 KB) Gradivo ima več datotek! Več... |
10. Data embedding and fusion by tropical matrix factorizationAmra Omanović, 2023, doktorska disertacija Ključne besede: data mining, data embedding, matrix factorization, tropical factorization, subtropical semiring, tropical semiring, sparse data, matrix completion
Celotno besedilo (datoteka, 23,72 MB) |
