Ivy Liu

According to our database, Ivy Liu authored at least 18 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Row mixture-based clustering with covariates for ordinal responses.

Kemmawadee Preedalikit, Daniel Fernández, Ivy Liu, Louise McMillan, Marta Nai Ruscone, Roy Costilla

Comput. Stat., July, 2024

Evaluating Machine Learning Techniques for Predicting Salinity.

Matthew Harper, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

A New Genetic Programming-Based Approach to Object Detection in Mussel Farm Images.

Dylon Zeng, Ying Bi, Ivy Liu, Bing Xue, Ross Vennell, Mengjie Zhang

Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

Semi-supervised Model-Based Clustering for Ordinal Data.

Ying Cui, Louise McMillan, Ivy Liu

Proceedings of the Data Science and Machine Learning, 2023

2020

Statistical Generalized Derivative Applied to the Profile Likelihood Estimation in a Mixture of Semiparametric Models.

Yuichi Hirose, Ivy Liu

Entropy, 2020

2019

Mantel-Haenszel estimators of a common odds ratio for multiple response data.

Thomas Suesse, Ivy Liu

Stat. Methods Appl., 2019

Bayesian model-based clustering for longitudinal ordinal data.

Roy Costilla, Ivy Liu, Richard Arnold, Daniel Fernández

Comput. Stat., 2019

Finite mixture biclustering of discrete type multivariate data.

Daniel Fernández, Richard Arnold, Shirley Pledger, Ivy Liu, Roy Costilla

Adv. Data Anal. Classif., 2019

2016

New mechanism for archive maintenance in PSO-based multi-objective feature selection.

Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang

Soft Comput., 2016

Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information.

Bing Xue, Mitchell C. Lane, Ivy Liu, Mengjie Zhang

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection.

Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

PSO and Statistical Clustering for Feature Selection: A New Representation.

Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection.

Mitchell C. Lane, Bing Xue, Ivy Liu, Mengjie Zhang

Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Filter based backward elimination in wrapper based PSO for feature selection in classification.

Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Particle Swarm Optimisation and Statistical Clustering for Feature Selection.

Mitchell C. Lane, Bing Xue, Ivy Liu, Mengjie Zhang

Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

2012

Mantel-Haenszel estimators of odds ratios for stratified dependent binomial data.

Thomas Suesse, Ivy Liu

Comput. Stat. Data Anal., 2012

Enhancing consumer engagement in online shopping platforms through economic incentives.

Xiabing Zheng, Li Xiang, Ivy Liu, Hong Zhang

Proceedings of the 18th Americas Conference on Information Systems, 2012

2009

A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes.

Bhramar Mukherjee, Ivy Liu

J. Multivar. Anal., 2009