From access and integration to mining of secure genomic data sets across the grid [PDF]
, 2007 The UK Department of Trade and Industry (DTI) funded BRIDGES project (Biomedical Research Informatics Delivered by Grid Enabled Services) has developed a Grid infrastructure to support cardiovascular research.
Sinnott, R.O.
core +2 more sources
Deep Learning Optimisation of Static Malware Detection with Grid Search and Covering Arrays
Telecom, 2023 This paper investigates the impact of several hyperparameters on static malware detection using deep learning, including the number of epochs, batch size, number of layers and neurons, optimisation method, dropout rate, type of activation function, and ...
Fahad T. ALGorain +1 more
doaj +1 more source
BIBC Matrix Modification for Network Topology Changes: Reconfiguration Problem Implementation
Energies, 2021 The topology of a distribution network can be represented by a bus injection to branch current (BIBC) matrix. It has been introduced and used for load flow analysis of distribution networks.
Ayşe Aybike Şeker +2 more
doaj +1 more source
Remote Sensing, 2021 Interferometric synthetic aperture radar (InSAR) has become an increasingly recognized remote sensing technology for earth surface monitoring. Slow and subtle terrain displacements can be estimated using time-series InSAR (TSInSAR) data.
Xinyao Sun +4 more
doaj +1 more source
Optimal Collocation Nodes for Fractional Derivative Operators [PDF]
, 2014 Spectral discretizations of fractional derivative operators are examined, where the approximation basis is related to the set of Jacobi polynomials. The pseudo-spectral method is implemented by assuming that the grid, used to represent the function to be
Fatone, Lorella, Funaro, Daniele
core +3 more sources
Parsimonious Optimization of Multitask Neural Network Hyperparameters
Molecules, 2021 Neural networks are rapidly gaining popularity in chemical modeling and Quantitative Structure–Activity Relationship (QSAR) thanks to their ability to handle multitask problems.
Cecile Valsecchi +5 more
doaj +1 more source
Feature Selection and Classification of Ulcerated Lesions Using Statistical Analysis for WCE Images
Applied Sciences, 2017 Wireless capsule endoscopy (WCE) is a technology developed to inspect the whole gastrointestinal tract (especially the small bowel area that is unreachable using the traditional endoscopy procedure) for various abnormalities in a non-invasive manner ...
Shipra Suman +6 more
doaj +1 more source
Research on fault diagnosis method of ventilation network based on machine learning
Gong-kuang zidonghua, 2022 The machine learning algorithm predicts unknown data by learning known data. Most of the existing fault diagnosis methods of ventilation system focus on a machine learning algorithm, which can not guarantee the selected algorithm to be optimal.
ZHANG Lang +3 more
doaj +1 more source
BOSS-LDG: A Novel Computational Framework that Brings Together Blue Waters, Open Science Grid, Shifter and the LIGO Data Grid to Accelerate Gravitational Wave Discovery [PDF]
, 2017 We present a novel computational framework that connects Blue Waters, the NSF-supported, leadership-class supercomputer operated by NCSA, to the Laser Interferometer Gravitational-Wave Observatory (LIGO) Data Grid via Open Science Grid technology.
Anderson, Stuart +11 more
core +2 more sources
Scalable Grid Resource Discovery Through Distributed Search
International Journal of Distributed and Parallel systems, 2011 This paper proposes a simple and scalable web-based model for grid resource discovery for the Internet. The resource discovery model contains the metadata and resource finder web services. The information of resource finder web services is kept in the repositories that are distributed in the application layer of Internet.
Butt, Fouad +3 more
openaire +2 more sources