Kate Han

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 6

Top Topics

Multiple Layers

Public Transport

Ensemble Selection

Variable Length

Top Venues

GECCO Companion

Knowl. Based Syst.

Publications

Truong Dang, Tien Thanh Nguyen, John McCall, Kate Han, Alan Wee-Chung Liew
A Novel Surrogate Model for Variable-Length Encoding and its Application in Optimising Deep Learning Architecture. CEC (2024)
Kate Han, Truong Thanh Nguyen, Viet Anh Vu, Alan Wee-Chung Liew, Truong Dang, Tien Thanh Nguyen
VISTA: A Variable Length Genetic Algorithm and LSTM-Based Surrogate Assisted Ensemble Selection algorithm in Multiple Layers Ensemble System. CEC (2024)
Anh Vu Luong, Tien Thanh Nguyen, Kate Han, Trung Hieu Vu, John McCall, Alan Wee-Chung Liew
DEFEG: Deep Ensemble with Weighted Feature Generation. Knowl. Based Syst. 275 (2023)
Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John McCall
On Discovering Optimal Trade-Offs When Introducing New Routes in Existing Multi-modal Public Transport Systems. EUROCAST (2022)
Kate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John A. W. McCall, Tien Thanh Nguyen
VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble Learning. ACIIDS (2021)
Kate Han, Lee A. Christie, Alexandru-Ciprian Zavoianu, John McCall
Optimising the introduction of connected and autonomous vehicles in a public transport system using macro-level mobility simulations and evolutionary algorithms. GECCO Companion (2021)
Vive Kumar, John C. Nesbit, Kate Han
Rating Learning Object Quality with Distributed Bayesian Belief Networks: The Why and the How. ICALT (2005)