Zobrazeno 1 - 10
of 84
pro vyhledávání: '"Adam Prügel-Bennett"'
Autor:
Niall J Haslam, Nava E Whiteford, Gerald Weber, Adam Prügel-Bennett, Jonathan W Essex, Cameron Neylon
Publikováno v:
PLoS ONE, Vol 3, Iss 6, p e2500 (2008)
BACKGROUND: Sequencing by hybridisation is an effective method for obtaining large amounts of DNA sequence information at low cost. The efficiency of SBH depends on the design of the probe library to provide the maximum information for minimum cost.
Externí odkaz:
https://doaj.org/article/6497e54ae28c48208c53360a9edc342e
Autor:
Miquel Massot-Campos, Stefan B. Williams, Takaki Yamada, Oscar Pizarro, Adam Prügel-Bennett, Blair Thornton
Publikováno v:
Leveraging Metadata in Representation Learning With Georeferenced Seafloor Imagery
Camera equipped Autonomous Underwater Vehicles (AUVs) are now routinely used in seafloor surveys. Obtaining effective representations from the images they collect can enable perception-aware robotic exploration such as information-gain-guided path pl
Publikováno v:
Pattern Recognition and Artificial Intelligence ISBN: 9783031090363
This paper explores a new paradigm for decomposing an image by seeking a compressed representation of the image through an information bottleneck. The compression is achieved iteratively by refining the reconstruction by adding patches that reduce t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6fdc00dcb7d659163ca3ff41347e961b
https://eprints.soton.ac.uk/468261/
https://eprints.soton.ac.uk/468261/
Publikováno v:
Neural Computation. 29:2164-2176
Nonnegative matrix factorization (NMF) is primarily a linear dimensionality reduction technique that factorizes a nonnegative data matrix into two smaller nonnegative matrices: one that represents the basis of the new subspace and the second that hol
Publikováno v:
ICASSP
Deep learning, a powerful methodology for data-driven modelling, has been shown to be useful in tackling several problems in the biomedical domain. However, deep neural architectures lack interpretability of how predictions from them are made on any
Publikováno v:
2019 IEEE Underwater Technology (UT).
Ocean observation has been greatly improved by the use of Autonomous Underwater Vehicles and Remotely Operated Vehicles, and the high quality and high quantity of imagery they produce. This quantity of images collected on research cruises has, howeve
Publikováno v:
Evolutionary Computation. 24:347-384
The fitness landscape of the travelling salesman problem is investigated for 11 different types of the problem. The types differ in how the distances between cities are generated. Many different properties of the landscape are studied. The properties