The rapid expansion of information technology and the intensification of population aging are two prominent features of contemporary societal development. Investigating older adults’ acceptance and use of technology is key to facilitating their integrat
or KIDS) that constructs an inconsistency-free knowledge graph that supports multiple triple types and can be used to generate hypotheses over multiple iterations (Fig.1). We apply the KIDS framework to the area ofEscherichia coliantibiotic resistance, which leads to a knowledge graph consisting of...
We discuss topological aspects of cluster analysis and show that inferring the topological structure of a dataset before clustering it can considerably enhance cluster detection: we show that clustering embedding vectors representing the inherent structure of a dataset instead of the observed feature vector...
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Deep learning is a representative model of connectionism (Bengio et al., 2007; Hinton et al., 2006). Deep learning has reached unprecedented impacts across research communities as it achieved superior performances on many tasks in different fields such as image classification in computer vision (...
This research introduces an accelerated training approach for Vanilla Physics-Informed Neural Networks (PINNs) that addresses three factors affecting the loss function: the initial weight state of the neural network, the ratio of domain to boundary points, and the loss weighting factor. The proposed ...
The assemblies and the parts both form the basis of classification hierarchies for defining components of a product. Assemblies provide an organizing function, both for decomposing a product structure and for performing assembly-related processes such as calculating geometry. Assemblies do not have ...
The "SRCB Cup" 2009-2010 Shanghai top 10 economic figures appraisement and selection, solely named by the Bank, started on September 30. October November December In mid-October, the Bank officially started evaluation work of the first batch of good-faith SMEs. On October 27, the Bank held...
In perceptual decisions, subjects infer hidden states of the environment based on noisy sensory information. Here we show that both choice and its associated confidence are explained by a Bayesian framework based on partially observable Markov decision p
all of which belong to programmed cell death. In this review, we briefly describe the classification of cell death, and discuss the interactions and development between ccRCC and these novel forms of cell death, with a focus on ferroptosis, immunogenic cell death, and apoptosis, in an effort ...