Zobrazeno 1 - 4
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pro vyhledávání: '"Safinianaini, Negar"'
Autor:
Safinianaini, Negar, De Souza, Camila P.E., Roth, Andrew, Koptagel, Hazal, Toosi, Hosein, Lagergren, Jens
Publikováno v:
In Computational Biology and Chemistry December 2024 113
Phylogenetics is a classical methodology in computational biology that today has become highly relevant for medical investigation of single-cell data, e.g., in the context of cancer development. The exponential size of the tree space is, unfortunatel
Externí odkaz:
http://arxiv.org/abs/2203.01121
Autor:
Safinianaini, Negar, Boström, Henrik
Publikováno v:
AAAI Workshop XAI (2021) 4-10
Mixtures of Hidden Markov Models (MHMMs) are frequently used for clustering of sequential data. An important aspect of MHMMs, as of any clustering approach, is that they can be interpretable, allowing for novel insights to be gained from the data. Ho
Externí odkaz:
http://arxiv.org/abs/2103.12576
Autor:
Safinianaini, Negar
The probabilistic approach is crucial in modern machine learning, as it provides transparency and quantification of uncertainty. This thesis is concerned with the probabilistic building blocks, i.e., probabilistic graphical models (PGM) followed by a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::cdf3ec5d4dceca32e7f4bd0cf93b0afd
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-311350
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-311350