6 research outputs found
visml/neo_force_scheme: Eurovis Submission
- Author
- Publication venue
- Zenodo
- Publication date
- 30/11/2022
- Field of study
NeoForceSceme, an extention of the original ForceScheme with performance improvements using Numba and CUD
Stability comparison of dimensionality reduction techniques attending to data and parameters variations
- Author
- Publication venue
- Publication date
- 01/01/2013
- Field of study
The analysis of the big volumes of data requires efficient and robust dimension reduction techniques to represent data into lower-dimensional spaces, which ease human understanding. This paper presents a study of the stability, robustness and performance of some of these dimension reduction algorithms with respect to algorithm and data parameters, which usually have a major influence in the resulting embeddings. This analysis includes the performance of a large panel of techniques on both artificial and real datasets, focusing on the geometrical variations experimented when changing different parameters. The results are presented by identifying the visual weaknesses of each technique, providing some suitable data-processing tasks to enhance the stability
Fighting the network: a critique of the network as a security technology
- Author
- Amicelle A
- Amoore L.
- Arquilla J.
- Baker T.
- Barry A.
- Butler J.
- Campbell D.
- Carley K. M.
- Catan T.
- Closs Stephens A.
- Cohen D. S.
- Coward M.
- Coward M.
- Der Derian J.
- European Commission
- European Commission
- Fernandes J.
- Fuchs D.
- Hanif M.
- Hoffman B.
- House of Commons
- Huysmans J.
- Intelligence and Security Committee
- Krebs V.
- Krebs V.
- Lichtblau E.
- Lindelauf R.
- Manningham-Buller E.
- Nash E.
- O’Malley P.
- Perliger A.
- Raley R.
- Riles A.
- Rodriguez J. A.
- Roth J.
- Sageman M.
- Sageman M.
- Slocum J. D.
- Sterling C.
- The Economist
- Valentino-Devries J.
- Visual Analytics
- Visual Analytics
- Weber S.
- Wilson C.
- Publication venue
- 'Informa UK Limited'
- Publication date
- Field of study
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