Nonlinear dimensionality reduction of data lying on multi-cluster manifolds is a crucial issue in manifold learning research.
The circumstances that lead to people vanishing are manifold, but research conducted by Missing People found that up to 80percentt of missing persons cases involve someone believed to suffer from mental health problems.
The causes of technical and social change are manifold, and scientific research forms just part of the ecosystem, but this doesn't make it inconsequential.
With the funding instrument of building centers the ministry will enable a manifold health economic research landscape in Germany.
A survey on polymer architectures accessible via olefin metathesis is presented and illustrated with manifold examples from research fields like life science, optics and electronics, sensorics or energy storage.
Manifold challenges for future research were identified, placing the scenarios in sharp contrast with early portrayals of climate engineering research as threatening a 'slippery slope' of possible entrenchments, lock-ins and path dependencies that would inexorably lead to deployment.
Practical applications of Dr. Sowwan's research are manifold.
Epistemic ramifications of arts and artistic research are manifold, diverse, and heterogeneous.
As a result, the universe contains a variety of cosmic dust and the field of cosmic dust research is manifold: intergalactic dust, interstellar dust, circumstellar dust, cometary dust, asteroidal dust, interplanetary dust, circumplanetary dust, stellar nebular condensates, presolar grains, micrometeorites, meteoroids, and meteors.
However, clusters found by Isomap do not perfectly reproduce invariance manifold, suggesting that further research into signaling networks dynamics at the systems wide level will be required to corroborate this idea.
