منابع مشابه
Fuzzy Clustering in Parallel Universes with Noise Detection
We present an extension of the fuzzy c-Means algorithm that operates on different feature spaces, so-called parallel universes, simultaneously and also incorporates noise detection. The method assigns membership values of patterns to different universes, which are then adopted throughout the training. This leads to better clustering results since patterns not contributing to clustering in a uni...
متن کاملParallel Universes
I survey physics theories involving parallel universes, which form a natural four-level hierarchy of multiverses allowing progressively greater diversity. Level I: A generic prediction of inflation is an infinite ergodic universe, which contains Hubble volumes realizing all initial conditions — including an identical copy of you about 10 29 m away. Level II: In chaotic inflation, other thermali...
متن کاملParallel Universes
One of the niftiest things about quantum mechanics is that it allows, via quantum tunneling (described in the Quantum Notes and in the lecture), many seemingly impossible events to occur, like walking through a brick wall, surviving after getting shot in the face, and meeting the girl of your dreams. Continuing on the theme of “possibility,” these notes describe parallel universes, in which eve...
متن کاملFinding Clusters in Parallel Universes
Many clustering algorithms have been proposed in recent years. Most methods operate in an iterative manner and aim to optimize a specific energy function. We pres~nt an algorithm that directly find., a set of C1l1Ster centers based on an analysis of the distribution of patterns in the local neighborhood of each potential duster center through the use of so-called Neighborgrams. In addition this...
متن کاملNote on parallel universes
The parallel universes idea is an attempt to integrate several aspects of learning which share some common aspects. This is an interesting idea: if successful, insights could cross-fertilise, leading to advances in each area. The ‘multi-view’ perspective seems to us to have particular potential. We have investigated several aspects of this, including the following: 1 Adverse drug reactions One ...
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ژورنال
عنوان ژورنال: International Journal of Approximate Reasoning
سال: 2007
ISSN: 0888-613X
DOI: 10.1016/j.ijar.2006.06.020