Evolutionary Computation and Machine Learning Research Group: Publications

Our publications are organised by year, or you can see the full list here.

2025 2024 2023 2022 2021 2020
2019 2018 2017 2016 2015 2014
2013 2012 2011 2010 2009 2008
2007 2006 2005 2004 2003 2002
2001 2000 Older

Our 20 most recent publications:

  • Wang, C., Chen, Q., Xue, B., & Zhang, M. (2025) "Semantics-guided multi-task genetic programming for multi-output regression". Pattern Recognition, 161. doi:10.1016/j.patcog.2024.111289
  • Zhang, T., Bi, Y., Liang, J., Xue, B., & Zhang, M. (2025) "Multi-objective genetic programming based on decomposition for feature learning in image classification". Swarm and Evolutionary Computation, 94. doi:10.1016/j.swevo.2025.101875
  • Xie, C., Xue, B., Zhang, M., Chen, S., & Liu, Y. (2025) "Evolving temporal convolutional neural networks for modeling turntable servo systems". Applied Soft Computing, 172. doi:10.1016/j.asoc.2025.112800
  • Lin, B. C., Mei, Y., & Zhang, M. (2025) "Automated design of state transition rules in ant colony optimization by genetic programming: a comprehensive investigation". Memetic Computing, 17(1). doi:10.1007/s12293-025-00435-9
  • Culpi Mann, E., Gomes, H. M., Williamson, A. J., & Castelo Branco, M. (2025) "A decade of biodiversity conservation: insights into corporate social responsibility in an emerging market context". International Journal of Emerging Markets, 20(3), 1170-1189. doi:10.1108/IJOEM-05-2022-0744
  • Gomes, H. M., Lee, A., Gunasekara, N., Sun, Y., Cassales, G. W., Liu, J., . . . Bifet, A. (2025) "CapyMOA: Efficient Machine Learning for Data Streams in Python". __. doi:10.48550/arxiv.2502.07432
  • Sun, Y., Gomes, H. M., Pfahringer, B., & Bifet, A. (2025) "Evaluation for Regression Analyses on Evolving Data Streams". __. doi:10.48550/arxiv.2502.07213
  • Zhang, M. (2025) "2025 IEEE CIS Awards [Society Briefs]". IEEE Computational Intelligence Magazine, 20(1), 9-12. doi:10.1109/mci.2024.3505334
  • Qi, R., Jia, Y. H., Chen, W. N., Bi, Y., & Mei, Y. (2025) "An evolutionary optimization-learning hybrid algorithm for energy resource management". Swarm and Evolutionary Computation, 92. doi:10.1016/j.swevo.2024.101831
  • Doherty, W., Lee, A., & Gomes, H. M. (2025) "CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning". __. doi:10.48550/arxiv.2501.11140
  • Zhang, H., Chen, Q., Xue, B., Wang, Y., Zhou, A., & Zhang, M. (2025) "EvoFeat: Genetic Programming-Based Feature Engineering Approach to Tabular Data Classification". In Genetic and Evolutionary Computation (pp. 27-49). Springer Nature Singapore. doi:10.1007/978-981-96-0077-9_2
  • Zhang, F., Zhang, Y., Casanovas, P., Schattschneider, J., Walker, S. P., Xue, B., . . . Symonds, J. E. (2025) "Health prediction for king salmon via evolutionary machine learning with genetic programming". Journal of the Royal Society of New Zealand, 55(1), 166-191. doi:10.1080/03036758.2024.2329228
  • Zhang, F., Shi, G., Mei, Y., & Zhang, M. (2025) "Multiobjective Dynamic Flexible Job Shop Scheduling With Biased Objectives via Multitask Genetic Programming". IEEE Transactions on Artificial Intelligence, 6(1), 169-183. doi:10.1109/TAI.2024.3456086
  • Zeng, D., Liu, I., Bi, Y., Vennell, R., Briscoe, D., Xue, B., & Zhang, M. (2025) "A new multi-object tracking pipeline based on computer vision techniques for mussel farms". Journal of the Royal Society of New Zealand, 55(1), 62-81. doi:10.1080/03036758.2023.2240466
  • Xue, X., Mei, Y., Zhao, B., & Zhang, M. (2025) "Adaptive Similarity Feature Construction for Ontology Matching via Multi-Layer Hybrid Genetic Programming". IEEE Transactions on Evolutionary Computation. doi:10.1109/TEVC.2025.3547578
  • Wang, Y., Xie, N., Chen, N., Ma, H., & Chen, G. (2025) "Genetic Programming Hyper Heuristic with Elitist Mutation for Integrated Order Batching and Picker Routing Problem". IEEE Transactions on Evolutionary Computation. doi:10.1109/TEVC.2025.3532022
  • Wang, C., Behrens, E., Ma, H., Chen, G., & Huang, V. (2025) "Climate Downscaling Monthly Coastal Sea Surface Temperature Using Convolutional Neural Network and Composite Loss". In Unknown Book (Vol. 15442 LNAI, pp. 303-315). doi:10.1007/978-981-96-0348-0_22
  • Ul Ain, Q., Al-Sahaf, H., Xue, B., & Zhang, M. (2025) "Genetic Programming for Malignancy Diagnosis From Breast Cancer Histopathological Images: A Feature Learning Approach". IEEE Transactions on Emerging Topics in Computational Intelligence. doi:10.1109/TETCI.2024.3523769
  • Sun, Z., Xue, B., Zhang, M., & Schindler, J. (2025) "YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns". IEEE Transactions on Emerging Topics in Computational Intelligence. doi:10.1109/TETCI.2025.3543833
  • Sun, Y., Gomes, H. M., Pfahringer, B., & Bifet, A. (2025) "Real-Time Energy Pricing in New Zealand: An Evolving Stream Analysis". In Unknown Book (Vol. 15285 LNAI, pp. 91-97). doi:10.1007/978-981-96-0128-8_8
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