The weight vectors of the SOM units are adapted to become quantization prototypes of the data samples, by an iterative learning process composed of three steps: competition, cooperation, and adaptation.
Assign the cluster label of prototypes to the data samples in their corresponding receptive fields.
David Warren, who is widely credited with creating the prototype of the flight data recorder, or "black box," an advance in aviation that was partly inspired by the death of his father in a plane crash when he was 8, died on Monday in Australia.
4) A prototype of the channel data recorder is developed to collect different cellular probing signals based on software defined radio (SDR) platform.
The HESA/Jisc Analytics Lab collaboration is in many respects a prototype of the kind of data practices envisaged by Data Futures, emphasizing efficient data collection, removal of duplication, and capacity-building in cutting edge data analytics and visualization techniques.
Engineers sometimes need to rebuild model prototypes and parts of the data pipeline in a different language or framework, so they work on production infrastructure.
The OpenTox prototype established a distributed state-of-the-art data warehousing for predictive toxicology.
After learning, adapted weight vectors of neural units (the SOM prototypes) produce a Voronoi tessellation of the data space, where each prototype is the geometric center of its Voronoi polyhedron (receptive field) where it is the BMU for the data samples.
We conducted building energy simulations using the prototype of design weather data to assess the impact of climate change on energy consumption of a two-story detached house in Tokyo.
Following mod k-prototypes clustering of the acetaminophen data with weighting of the domain data, informative genes from the cluster prototypes were identified that are descriptive of, and phenotypically anchored to, levels of necrosis of the centrilobular region of the rat liver.
