Ivy Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Parametric Models

Particle Swarm Optimisation

Dimension Reduction

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Matthew Harper, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
Evaluating Machine Learning Techniques for Predicting Salinity. CEC (2024)
Kemmawadee Preedalikit, Daniel Fernández, Ivy Liu, Louise McMillan, Marta Nai Ruscone, Roy Costilla
Row mixture-based clustering with covariates for ordinal responses. Comput. Stat. 39 (5) (2024)
Ying Cui, Louise McMillan, Ivy Liu
Semi-supervised Model-Based Clustering for Ordinal Data. AusDM (2023)
Dylon Zeng, Ying Bi, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang
A New Genetic Programming-Based Approach to Object Detection in Mussel Farm Images. IVCNZ (2023)
Yuichi Hirose, Ivy Liu
Statistical Generalized Derivative Applied to the Profile Likelihood Estimation in a Mixture of Semiparametric Models. Entropy 22 (3) (2020)
Roy Costilla, Ivy Liu, Richard Arnold, Daniel Fernández
Bayesian model-based clustering for longitudinal ordinal data. Comput. Stat. 34 (3) (2019)
Daniel Fernández, Richard Arnold, Shirley Pledger, Ivy Liu, Roy Costilla
Finite mixture biclustering of discrete type multivariate data. Adv. Data Anal. Classif. 13 (1) (2019)
Thomas Suesse, Ivy Liu
Mantel-Haenszel estimators of a common odds ratio for multiple response data. Stat. Methods Appl. 28 (1) (2019)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang
New mechanism for archive maintenance in PSO-based multi-objective feature selection. Soft Comput. 20 (10) (2016)
Bing Xue, Mitchell C. Lane, Ivy Liu, Mengjie Zhang
Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information. SSCI (2016)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang
Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection. EvoApplications (2015)
Mitchell C. Lane, Bing Xue, Ivy Liu, Mengjie Zhang
Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection. EvoCOP (2014)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang
PSO and Statistical Clustering for Feature Selection: A New Representation. SEAL (2014)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang
Filter based backward elimination in wrapper based PSO for feature selection in classification. IEEE Congress on Evolutionary Computation (2014)
Mitchell C. Lane, Bing Xue, Ivy Liu, Mengjie Zhang
Particle Swarm Optimisation and Statistical Clustering for Feature Selection. Australasian Conference on Artificial Intelligence (2013)
Xiabing Zheng, Li Xiang, Ivy Liu, Hong Zhang
Enhancing consumer engagement in online shopping platforms through economic incentives. AMCIS (2012)
Thomas Suesse, Ivy Liu
Mantel-Haenszel estimators of odds ratios for stratified dependent binomial data. Comput. Stat. Data Anal. 56 (9) (2012)
Bhramar Mukherjee, Ivy Liu
A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes. J. Multivar. Anal. 100 (3) (2009)