Valentin G. Stanev

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 7

Top Topics

Tensor Decomposition

Sparse Representation

Machine Learning

Negative Matrix Factorization

Top Venues

Stat. Anal. Data Min.

Publications

Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov
Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. CoRR (2022)
Raviteja Vangara, Manish Bhattarai, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Valentin G. Stanev, Boian S. Alexandrov
Finding the Number of Latent Topics With Semantic Non-Negative Matrix Factorization. IEEE Access 9 (2021)
Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov
Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. LSSC (2021)
Raviteja Vangara, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Manish Bhattarai, Valentin G. Stanev, Boian S. Alexandrov
Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling. ICMLA (2020)
Boian S. Alexandrov, Valentin G. Stanev, Velimir V. Vesselinov, Kim Ø. Rasmussen
Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers. Stat. Anal. Data Min. 12 (4) (2019)
Valentin G. Stanev, Filip L. Iliev, Velimir V. Vesselinov, Boian S. Alexandrov
Machine learning approach for identification of release sources in advection-diffusion systems. CoRR (2016)
Filip L. Iliev, Valentin G. Stanev, Velimir V. Vesselinov, Boian S. Alexandrov
Sources identification using shifted non-negative matrix factorization combined with semi-supervised clustering. CoRR (2016)