Farial Shahnaz

Information Processing & Management · 2004–2006

A researcher in the Science corpus: 2 papers; trusts 2 researchers and is trusted by 20 researchers here, as inferred from the citation graph.

Whom Farial Shahnaz trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Patrik O. Hoyer
2. Aapo Hyvärinen
3. Daniel D. Lee
4. Wei Xu
5. V. P. Pauca
6. Hans-Jürgen Sebastian
7. Xin Liu

Who trusts Farial Shahnaz overall

1. Karthik Devarajan
2. V. P. Pauca
3. Jingu Kim
4. Christos Boutsidis
5. Yuan Gao
6. Michael W. Berry
7. Haesun Park
8. Weixiang Shao
9. Naiyang Guan
10. Kai Shu

Papers from Farial Shahnaz's perspective

Ordered by how strongly the researchers Farial Shahnaz trusts endorse each paper. Same corpus, a different order for every researcher.

1. Algorithms for Non-negative Matrix Factorization
2. Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature Subspaces
3. Non-negative sparse coding
4. Document clustering based on non-negative matrix factorization
5. Text Mining Using Non-Negative Matrix Factorizations (SDM)
6. Learning the parts of objects by non-negative matrix factorization
7. Data Mining: Introductory and Advanced Topics
8. Gradient-based learning applied to document recognition
9. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
10. Going deeper with convolutions

Their papers

• Document clustering using nonnegative matrix factorization (2006) — 681 citations
• Text Mining Using Non-Negative Matrix Factorizations (2004) — 365 citations