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Found 5 papers, 0 papers with code
A Non-negative Matrix Factorization Based Method for Quantifying Rhythms of Activity and Sleep and Chronotypes Using Mobile Phone Data
We do not observe any clear emergent categories of people based on the weights, but individuals are rather placed on a continuous spectrum according to the timings of their activities.
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration
The present work extends the randomized shortest-paths framework (RSP), interpolating between shortest-path and random-walk routing in a network, in three directions.
Randomized Optimal Transport on a Graph: framework and new distance measures
When the temperature is low, this formalism is shown to be equivalent to a relaxation of the optimal transport problem on a network where paths carry a flow between two discrete distributions on nodes.
A bag-of-paths framework for network data analysis
This probability captures a notion of relatedness between nodes of the graph: two nodes are considered as highly related when they are connected by many, preferably low-cost, paths.
Developments in the theory of randomized shortest paths with a comparison of graph node distances
In particular, we see that the results obtained with the free energy distance are among the best in all the experiments.
