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Journal Articles
- 2024
[j2]Kate Han
, Lee A. Christie, Alexandru-Ciprian Zavoianu, John A. W. McCall:
Exploring Representations for Optimizing Connected Autonomous Vehicle Routes in Multi-Modal Transport Networks Using Evolutionary Algorithms. IEEE Trans. Intell. Transp. Syst. 25(9): 10790-10801 (2024)- 2023
- [j1]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: 110691 (2023)
Conference and Workshop Papers
- 2024
- [c6]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: 1-8 - [c5]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: 1-9 - 2022
- [c4]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: 104-111 - 2021
- [c3]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: 168-180 - [c2]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: 315-316 - 2005
- [c1]Vive Kumar, John C. Nesbit, Kate Han:
Rating Learning Object Quality with Distributed Bayesian Belief Networks: The Why and the How. ICALT 2005: 685-687
Coauthor Index
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