Daniel M. Dunlavy

Computational Mathematics · 2010–2011

A researcher in the Science corpus: 4 papers; trusts 24 researchers and is trusted by 29 researchers here, as inferred from the citation graph.

Subfields

• Computational Mathematics — 23 citations into it; #58 of 612 by trust here, #82 by citations
• Artificial Intelligence — 19 citations into it; #7,350 of 35,345 by trust here, #12,761 by citations
• Signal Processing — 19 citations into it
• Computer Vision and Pattern Recognition — 13 citations into it
• Computational Mechanics — 11 citations into it
• Analytical Chemistry — 9 citations into it
• Information Systems — 9 citations into it
• Computational Theory and Mathematics — 7 citations into it

Whom Daniel M. Dunlavy trusts overall

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

1. Tamara G. Kolda
2. Brett W. Bader
3. Evrim Acar
4. Yehuda Koren
5. Giorgio Tomasi
6. Everette S. Gardner Jr.
7. Danny C. Sorensen
8. Rasmus Bro
9. Bülent Yener
10. Spyros Makridakis

Who trusts Daniel M. Dunlavy overall

1. Anh Huy Phan
2. Petter Holme
3. Evangelos E. Papalexakis
4. Petr Tichavský
5. Andrzej S. Cichocki
6. Seyed Mehran Kazemi
7. Christos Faloutsos
8. Daniel Kressner
9. Joon Hee Choi
10. Ashwin Paranjape

Papers from Daniel M. Dunlavy's perspective

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

1. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
2. Some mathematical notes on three-mode factor analysis
3. The Expression of a Tensor or a Polyadic as a Sum of Products
4. Towards a standardized notation and terminology in multiway analysis
5. Multiway analysis of epilepsy tensors (ISMB/ECCB)
6. Matrix Computations
7. Multi-Way Analysis: Applications in the Chemical Sciences
8. Tensor Decompositions and Applications
9. The N-way Toolbox for MATLAB
10. Practical aspects of PARAFAC modeling of fluorescence excitation‐emission data

Their papers

• All-at-once Optimization for Coupled Matrix and Tensor Factorizations (2011) — 310 citations
• A scalable optimization approach for fitting canonical tensor decompositions (2011) — 303 citations
• Temporal Link Prediction Using Matrix and Tensor Factorizations (2010) — 561 citations
• Scalable Tensor Factorizations for Incomplete Data (2010) — 654 citations