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ORCIDValentin G. Stanev
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Journal Articles
- 2021
[j2]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: 117217-117231 (2021)- 2019
- [j1]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): 302-310 (2019)
Conference and Workshop Papers
- 2021
- [c2]Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov:
Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. LSSC 2021: 359-366 - 2020
- [c1]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: 328-335
Informal and Other Publications
- 2022
- [i3]Valentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov:
Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization. CoRR abs/2201.00687 (2022) - 2016
- [i2]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 abs/1612.03948 (2016) - [i1]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 abs/1612.03950 (2016)
Coauthor Index
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