Search Results for author: Yang-Yu Liu

Found 4 papers, 3 papers with code

Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data

1 code implementation25 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.

Dimensionality Reduction feature selection

A Survey on Hyperlink Prediction

no code implementations6 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.

Link Prediction

Tailoring Artificial Neural Networks for Optimal Learning

1 code implementation8 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.

Time Series Time Series Analysis

Control Principles of Complex Networks

1 code implementation21 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

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