1 code implementation • 25 Nov 2022 • Can Chen, Scott T. Weiss, Yang-Yu Liu
Feature selection is a powerful dimension reduction technique which selects a subset of relevant features for model construction.
no code implementations • 6 Jul 2022 • Can Chen, Yang-Yu Liu
As a natural extension of link prediction on graphs, hyperlink prediction aims for the inference of missing hyperlinks in hypergraphs, where a hyperlink can connect more than two nodes.
1 code implementation • 8 Jul 2017 • Pau Vilimelis Aceituno, Yan Gang, Yang-Yu Liu
As one of the most important paradigms of recurrent neural networks, the echo state network (ESN) has been applied to a wide range of fields, from robotics to medicine, finance, and language processing.
1 code implementation • 21 Aug 2015 • Yang-Yu Liu, Albert-Laszló Barabási
A reflection of our ultimate understanding of a complex system is our ability to control its behavior.
Systems and Control Optimization and Control Physics and Society