John McCall

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Transport Systems

Medical Image Segmentation

Ensemble Selection

Regression Methods

Top Venues

GECCO Companion

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)
Martin Fyvie, John McCall, Lee A. Christie, Alexander E. I. Brownlee
Explaining a Staff Rostering Genetic Algorithm using Sensitivity Analysis and Trajectory Analysis. GECCO Companion (2023)
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)
Yijun Yan, Yinhe Li, Hanhe Lin, Md. Mostafa Kamal Sarker, Jinchang Ren, John McCall
Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset. BICS (2023)
Joan Alza, Mark Bartlett, Josu Ceberio, John McCall
On the elusivity of dynamic optimisation problems. Swarm Evol. Comput. 78 (2023)
Daniel Dobos, Truong Dang, Tien Thanh Nguyen, John McCall, Allan Wilson, Helen Corbett, Phil Stockton
A Weighted Ensemble of Regression Methods for Gross Error Identification Problem. SSCI (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)
Truong Dang, Tien Thanh Nguyen, John McCall, Alan Wee-Chung Liew
Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for Medical Image Segmentation. SSCI (2022)
Alexandru-Ciprian Zavoianu, Benjamin Lacroix, John McCall
Lightweight Interpolation-Based Surrogate Modelling for Multi-objective Continuous Optimisation. EUROCAST (2022)
Truong Dang, Anh Vu Luong, Alan Wee-Chung Liew, John McCall, Tien Thanh Nguyen
Ensemble of deep learning models with surrogate-based optimization for medical image segmentation. CEC (2022)
Akinola Ogunsemi, John McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu
Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem. SGAI Conf. (2022)
Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation. CoRR (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)
Duc Thuan Do, Tien Thanh Nguyen, The Trung Nguyen, Anh Vu Luong, Alan Wee-Chung Liew, John McCall
Confidence in Prediction: An Approach for Dynamic Weighted Ensemble. ACIIDS (1) (2020)
Truong Dang, Tien Thanh Nguyen, John McCall
Toward an Ensemble of Object Detectors. ICONIP (5) (2020)
Tien Thanh Nguyen, Manh Truong Dang, Vimal Anand Baghel, Anh Vu Luong, John McCall, Alan Wee-Chung Liew
Evolving interval-based representation for multiple classifier fusion. Knowl. Based Syst. (2020)
Tien Thanh Nguyen, Nang Van Pham, Manh Truong Dang, Anh Vu Luong, John McCall, Alan Wee-Chung Liew
Multi-layer heterogeneous ensemble with classifier and feature selection. GECCO (2020)
Tien Thanh Nguyen, Anh Vu Luong, Manh Truong Dang, Alan Wee-Chung Liew, John McCall
Ensemble Selection based on Classifier Prediction Confidence. Pattern Recognit. 100 (2020)
Tien Thanh Nguyen, John McCall, Allan Wilson, Laud Ochei, Helen Corbett, Phil Stockton
Evolved ensemble of detectors for gross error detection. GECCO Companion (2020)
Alexandru-Ciprian Zavoianu, Benjamin Lacroix, John McCall
Comparative Run-Time Performance of Evolutionary Algorithms on Multi-objective Interpolated Continuous Optimisation Problems. PPSN (1) (2020)
Tien Thanh Nguyen, Manh Truong Dang, Anh Vu Luong, Alan Wee-Chung Liew, Tiancai Liang, John McCall
Multi-label classification via incremental clustering on an evolving data stream. Pattern Recognit. 95 (2019)
Tien Thanh Nguyen, Anh Vu Luong, Thi Minh Van Nguyen, Trong Sy Ha, Alan Wee-Chung Liew, John McCall
Simultaneous meta-data and meta-classifier selection in multiple classifier system. GECCO (2019)
Joan Alza, Mark Bartlett, Josu Ceberio, John McCall
On the definition of dynamic permutation problems under landscape rotation. GECCO (Companion) (2019)
Tien Thanh Nguyen, Manh Truong Dang, Dung Pham, Lan Phuong Dao, Anh Vu Luong, John McCall, Alan Wee-Chung Liew
Deep Heterogeneous Ensemble. Aust. J. Intell. Inf. Process. Syst. 16 (1) (2019)
Tien Thanh Nguyen, Anh Vu Luong, Manh Truong Dang, Lan Phuong Dao, Thi Thu Thuy Nguyen, Alan Wee-Chung Liew, John McCall
Evolving an Optimal Decision Template for Combining Classifiers. ICONIP (1) (2019)