Heterogeneous network embedding via deep architectures

S Chang, W Han, J Tang, GJ Qi, CC Aggarwal… - Proceedings of the 21th …, 2015 - dl.acm.org
Data embedding is used in many machine learning applications to create low-dimensional
feature representations, which preserves the structure of data points in their original space …

Methodologies and trends in multimedia systems: a systematic literature review

CA Peláez, A Solano, T Granollers… - … 2019, Held as Part of the …, 2019 - Springer
The studies about systematic literature review (SLR) related with Multimedia and produced
between 2011 and early of 2018, we found that are focused in the Multimedia Systems (MS) …

MTDE: Multi-typed data embedding in heterogeneous networks

H Sun, J Liao, J Wang, Q Qi - Neurocomputing, 2018 - Elsevier
Vectorized representations as an important data representation way play an essential role in
many data mining applications. Now, more and more applications are based on multi-typed …