729 citations
- The University of MelbourneAU30 papers
- Monash UniversityAU25 papers
- Commonwealth Scientific and Industrial Research OrganisationAU22 papers
- The University of QueenslandAU19 papers
- The University of SydneyAU13 papers
- UNSW SydneyAU13 papers
- Australian National UniversityAU12 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- Data61AU12 papers
- Kyushu UniversityJP12 papers
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431 papers
CovEsts: Nonparametric Autocovariance Estimation and Analysis
Adam Bilchouris, Andriy Olenko
The paper introduces the R package CovEsts, which implements several nonparametric estimators for the autocovariance function. First, it presents the theoretical foundations of the…
Multiclass Linear Perceptrons with Multiplicative Margins
Dmitri Rachkovskij, Evgeny Osipov, Olexander Volkov +2
This paper introduces a family of multiclass linear Perceptron classifiers with a multiplicative margin mechanism (MMPerc), as an alternative to standard margin-free and additive m…
High-field Magnetotransport Studies of Surface Conducting Diamonds
Kaijian Xing, Daniel L. Creedon, Golrokh Akhgar +5
The observation of strong and tunable spin-orbit interaction (SOI) in surface conducting diamond opens up a new avenue for building diamond-based spintronics. Herein we provide a c…
Liouville integrable Lotka-Volterra systems
Peter H. van der Kamp, David I. McLaren, G. R. W. Quispel
We present homogeneous -parameter families of Liouville integrable - and -dimensional Lotka-Volt…
AI based design of 2D material integrated optical polarizers
Rong Wang, Di Jin, Junkai Hu +8
On-chip integration of highly anisotropic two-dimensional (2D) materials offers new opportunities for realizing high performance polarization selective devices. Obtaining optimized…
Personalized Prediction of Perceived Message Effectiveness Using Large Language Model Based Digital Twins
Jasmin Han, Janardan Devkota, Joseph Waring +8
Perceived message effectiveness (PME) by potential intervention end-users is important for selecting and optimizing personalized smoking cessation intervention messages for mobile…