Concepedia

Alistair Shilton

AS

Statistics

Publications

22

Citations

1.9K

H-Index

15

Active since

2000

Affiliations

The University of Melbourne(Current)

Deakin University

Victoria University

Alistair Shilton is an author at The University of Melbourne specializing in computing, machine learning, and computer science.

Publications per year

2000–2021

22

Publications

22

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Wei Luo, Dinh Phung, Truyen Tran et al. · Journal of Medical Internet Research · 2016 · 1K citations · Full text

Computing, Biomedical Sciences, Biostatistics +14

Incremental Training of Support Vector Machines

Alistair Shilton, Marimuthu Palaniswami, Daniel Ralph et al. · IEEE Transactions on Neural Networks · 2005 · 210 citations · Full text

Computing, Computer Science, Algorithms +11

Detecting Selective Forwarding Attacks in Wireless Sensor Networks using Support Vector Machines

Sophia Kaplantzis, Alistair Shilton, Nallasamy Mani et al. · 2007 · 208 citations · Full text

Computing, Computer Science, Cybersecurity +17

High Dimensional Bayesian Optimization using Dropout

Cheng Li, Sunil Gupta, Santu Rana et al. · 2017 · 103 citations · Full text

Computing, Data Science, Machine Learning +16

Bayesian Optimization for Categorical and Category-Specific Continuous Inputs

Dang Nguyen, Sunil Gupta, Santu Rana et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 43 citations · Full text

Computing, Computer Science, Algorithms +14

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