default author photo

Mengjie Zhang

Victoria University of Wellington

SCHOLARLY PAPERS

8

DOWNLOADS

300

TOTAL CITATIONS

1

Scholarly Papers (8)

Actions:
Email selected abstracts
1.

Efficient Tree Mapping through Deep Distance Transform (DDT) Learning

ISPRS Open Journal of Photogrammetry and Remote Sensing, 2025[10.1016/j.ophoto.2025.100095]
Number of pages: 13 Posted: 22 Nov 2024 Last Revised: 03 Jul 2025
Jan Schindler, Ziyi Sun, Bing Xue and Mengjie Zhang
Manaaki Whenua - Landcare Research, Victoria University of Wellington, Victoria University of Wellington and Victoria University of Wellington
Downloads 65 (924,743)
Citation 1

Abstract:

Loading...

Remote sensing, image segmentation, tree crown delineation, deep learning, forest studies

2.

Evolutionary Multitasking for Multi-Objective Feature Selection in Fish Chemical Analysis

Number of pages: 36 Posted: 29 Sep 2025
Jiabin Lin, Qi Chen, Bing Xue, Jeremy S. Rooney, Mengjie Zhang, Kirill Lagutin, Andrew MacKenzie, Keith C. Gordon and Daniel P. Killeen
Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington, University of Otago, Victoria University of Wellington, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Otago - Department of Chemistry and affiliation not provided to SSRN
Downloads 57 (1,000,027)

Abstract:

Loading...

Cyber marine, Spectroscopy, Feature selection, Multi-objective Optimisation, Evolutionary multitasking

3.

Partial Multi-Label Feature Selection Via Adaptive Dual-Graph Regularization

Number of pages: 4 Posted: 16 May 2025
Hao Xie, Ivy Liu, Bing Xue and Mengjie Zhang
Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington and Victoria University of Wellington
Downloads 49 (1,097,529)

Abstract:

Loading...

Feature selection, Partial multi-label learning, Adaptive dual-graph regularization, Noisy labels

4.

Modelling Future Projections of the Antarctic Icesheet with Explainable Machine Learning

Number of pages: 30 Posted: 23 May 2025
Paula Maddigan, Bach Hoai Nguyen, Peter Siew, Bing Xue, Nicholas Golledge and Mengjie Zhang
Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington and Victoria University of Wellington
Downloads 45 (1,121,190)

Abstract:

Loading...

Ice Sheet Dynamics, Spatial-Temporal Data, Machine Learning, Explainable AI (XAI)

5.

A Self-adapting Memetic Algorithm with Reinforcement Learning for Multi-objective Aircraft Recovery Problems

Number of pages: 34 Posted: 22 Jan 2026
Xiaoyi Jia, Tong Guo, Yi Mei, Mengjie Zhang, Fan Xiao, Xuechen Gu and Wenbo Du
affiliation not provided to SSRN, Nanyang Technological University, Victoria University of Wellington, Victoria University of Wellington, Shanghai University, Beijing Institute of Technology and Independent
Downloads 36 (1,304,549)

Abstract:

Loading...

Aircraft recovery, Multi-objective Optimization, Airport slot constraints, Memetic Algorithm, Reinforcement learning

6.

Genetic Programming for Multitask Hyperspectral Image Segmentation of Pacific Oysters

Downloads 27 (1,491,251)

Genetic Programming for Multitask Hyperspectral Image Segmentation of Pacific Oysters

Number of pages: 23 Posted: 14 May 2026
Mitchell Rogers, Cushla McGoverin, William J. G. McKay, Andrew Jeffs, Frederique Vanholsbeeck, Bing Xue, Mengjie Zhang and Patrice Delmas
affiliation not provided to SSRN, University of Otago, affiliation not provided to SSRN, University of Auckland, affiliation not provided to SSRN, Victoria University of Wellington, Victoria University of Wellington and University of Auckland
Downloads 18 (1,606,395)

Abstract:

Loading...

Hyperspectral Image Analysis, Genetic programming, Pacific oysters (Magallana gigas), Wavelength Selection, Multi-objective Optimisation

Genetic Programming for Multitask Hyperspectral Image Segmentation of Pacific Oysters

Number of pages: 23 Posted: 20 May 2026
Mitchell Rogers, Cushla McGoverin, William J. G. McKay, Andrew Jeffs, Frederique Vanholsbeeck, Bing Xue, Mengjie Zhang and Patrice Delmas
affiliation not provided to SSRN, University of Otago, affiliation not provided to SSRN, University of Auckland, affiliation not provided to SSRN, Victoria University of Wellington, Victoria University of Wellington and University of Auckland
Downloads 9 (1,635,165)

Abstract:

Loading...

Hyperspectral Image Analysis, Genetic Programming, Pacific oysters (Magallana gigas), Wavelength Selection, Multi-Objective Optimisation

7.

Partial Multi-Label Feature Selection with Incomplete Labels via Adaptive Label Enhancement

Number of pages: 34 Posted: 23 Jun 2026
Hao Xie, Ivy Liu, Bing Xue and Mengjie Zhang
Victoria University of Wellington, Victoria University of Wellington, Victoria University of Wellington and Victoria University of Wellington
Downloads 15

Abstract:

Loading...

Feature selection, Partial multi-label learning, Label enhancement, Label noise, Incomplete labels

8.

Constrained Multiobjective Evolutionary Optimization via Steering Vectors

Number of pages: 20 Posted: 03 Jul 2026
Zhenshou Song, Bing Xue and Mengjie Zhang
affiliation not provided to SSRN, Victoria University of Wellington and Victoria University of Wellington
Downloads 6

Abstract:

Loading...

Steering vectors, computational resources allocation, constrained multiobjective optimization, Evolutionary algorithms, constraint-free exploration.