Coherent modelling switch between pointwise and distributed representations of cell aggregates
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Mathematical Biology"
DOI: 10.1007/s00285-016-1042-0
Abstract: Biological systems are typically formed by different cell phenotypes, characterized by specific biophysical properties and behaviors. Moreover, cells are able to undergo differentiation or phenotypic transitions upon internal or external stimuli. In order to take… read more here.
Keywords: distributed representations; representations cell; pointwise distributed; coherent modelling ... See more keywords
Distributed representations based collaborative filtering with reviews
Sign Up to like & getrecommendations! Published in 2018 at "Applied Intelligence"
DOI: 10.1007/s10489-018-01406-z
Abstract: Review texts, which have been shown helpful for recommending items for users, are often available in the form of user feedback for items. Despite the success of previous approaches exploring reviews for recommendations, they are… read more here.
Keywords: collaborative filtering; distributed representations; filtering reviews; based collaborative ... See more keywords
Distributed representations of atoms and materials for machine learning
Sign Up to like & getrecommendations! Published in 2022 at "npj Computational Materials"
DOI: 10.1038/s41524-022-00729-3
Abstract: The use of machine learning is becoming increasingly common in computational materials science. To build effective models of the chemistry of materials, useful machine-based representations of atoms and their compounds are required. We derive distributed… read more here.
Keywords: machine learning; distributed representations; representations atoms; learning distributed ... See more keywords
voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2022.3189094
Abstract: Relationships in scientific data, such as the numerical and spatial distribution relations of features in univariate data, the scalar-value combinations' relations in multivariate data, and the association of volumes in time-varying and ensemble data, are… read more here.
Keywords: distributed representations; scientific data; value combinations; scalar values ... See more keywords
Deep neural networks for inferring binding sites of RNA-binding proteins by using distributed representations of RNA primary sequence and secondary structure
Sign Up to like & getrecommendations! Published in 2020 at "BMC Genomics"
DOI: 10.1186/s12864-020-07239-w
Abstract: Background RNA binding proteins (RBPs) play a vital role in post-transcriptional processes in all eukaryotes, such as splicing regulation, mRNA transport, and modulation of mRNA translation and decay. The identification of RBP binding sites is… read more here.
Keywords: distributed representations; deep neural; binding proteins; rna binding ... See more keywords
CYK Parsing over Distributed Representations
Sign Up to like & getrecommendations! Published in 2020 at "Algorithms"
DOI: 10.3390/a13100262
Abstract: Parsing is a key task in computer science, with applications in compilers, natural language processing, syntactic pattern matching, and formal language theory. With the recent development of deep learning techniques, several artificial intelligence applications, especially… read more here.
Keywords: distributed representations; neural networks; cyk parsing; parsing distributed ... See more keywords