Dimitrios Giannakis

Computational Theory and Mathematics · 2005–2012

A researcher in the Science corpus: 2 papers; trusts 4 researchers and is trusted by 14 researchers here, as inferred from the citation graph.

Subfields

• Computational Theory and Mathematics — 5 citations into it
• Representation & Self-Supervised Learning — 5 citations into it

Whom Dimitrios Giannakis trusts overall

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

1. Boaz Nadler
2. Ronald R. Coifman
3. Stéphane Lafon
4. Mikhail Belkin

Who trusts Dimitrios Giannakis overall

1. Steven L. Brunton
2. Tong Qin
3. A. B. Haney
4. Maizar Raissi
5. J. Nathan Kutz
6. Urban Fasel
7. Alexandre M. Tartakovsky
8. Bingni W. Brunton
9. Michael Pollitt
10. Jacobus W. Portegies

Papers from Dimitrios Giannakis's perspective

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

1. Diffusion maps, spectral clustering and reaction coordinates of dynamical systems
2. On Spectral Clustering: Analysis and an algorithm
3. Normalized cuts and image segmentation
4. Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
5. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering
6. Learning with Local and Global Consistency
7. From graph to manifold Laplacian: The convergence rate
8. Numerical Treatment of the Integral Equations
9. Convergence of Laplacian Eigenmaps (Neural Information Processing Systems)
10. Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Their papers

• Benchmarking and incentive regulation of quality of service: an application to the UK electricity distribution networks (2005) — 283 citations
• Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability (2012) — 228 citations