65 citations
- University of Illinois Urbana-ChampaignUS14 papers
- National Center for Supercomputing ApplicationsUS6 papers
- Brigham and Women's HospitalUS2 papers
- Harvard UniversityUS2 papers
- Illinois CollegeUS2 papers
- Caribbean Research and Management of Biodiversity FoundationCW1 paper
- Cornell UniversityUS1 paper
- Institute for BiodiversityDE1 paper
- Radboud University NijmegenNL1 paper
- Reed CollegeUS1 paper
- Scripps Institution of OceanographyUS1 paper
- University of AmsterdamNL1 paper
18 papers
Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data
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. Numerous feature selection methods have been propo…
Modeling the Neuromuscular Control System of an Octopus Arm
Tixian Wang, Udit Halder, Ekaterina Gribkova +2
The octopus arm is a neuromechanical system that involves a complex interplay between peripheral nervous system (PNS) and arm musculature. This makes the arm capable of carrying ou…
Energy Shaping Control of a Muscular Octopus Arm Moving in Three Dimensions
Heng-Sheng Chang, Udit Halder, Chia-Hsien Shih +3
Flexible octopus arms exhibit an exceptional ability to coordinate large numbers of degrees of freedom and perform complex manipulation tasks. As a consequence, these systems conti…
A Survey on Hyperlink Prediction
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 n…
Understanding the Spatiotemporal Resolution of Near-Field Photoacoustics from Nanostructures
Hanwei Wang, Yun-Sheng Chen, Yang Zhao
Understanding the mechanism of photoacoustic generation at the nano-scale is key to developing more efficient photoacoustic devices and agents. Unlike the far-field photoacoustic e…
A Sensory Feedback Control Law for Octopus Arm Movements
Tixian Wang, Udit Halder, Ekaterina Gribkova +3
The main contribution of this paper is a novel sensory feedback control law for an octopus arm. The control law is inspired by, and helps integrate, several observations made by bi…