Haixia Liu

According to our database, Haixia Liu authored at least 9 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Exploring filter placement in convolutional layer topologies based on ResNet for image classification.

Haixia Liu, Tim J. Brailsford, Larry Bull

Mach. Vis. Appl., May, 2025

2024

On Cooperative Coevolution and Global Crossover.

Larry Bull, Haixia Liu

IEEE Trans. Evol. Comput., April, 2024

Exploring the Unexplored: Understanding the Impact of Layer Adjustments on Image Classification.

Haixia Liu, Tim J. Brailsford, James Goulding, Gavin Smith, Larry Bull

CoRR, 2024

Examining Neural Networks Through Architectural Variation Analysis for Image Classification.

Haixia Liu, Tim J. Brailsford, Larry Bull, James Goulding, Gavin Smith

Proceedings of the 7th International Conference on Information Science and Systems, 2024

ResNet18 Performance: Impact of Network Depth and Image Resolution on Image Classification.

Haixia Liu, Tim J. Brailsford, Larry Bull

Proceedings of the 8th International Conference on Advances in Artificial Intelligence, 2024

2023

A Generalised Dropout Mechanism for Distributed Systems.

Larry Bull, Haixia Liu

Artif. Life, 2023

2022

Towards Idea Mining: Problem-Solution Phrase Extraction from Text.

Haixia Liu, Tim J. Brailsford, James Goulding, Tomas Maul, Tao Tan, Debanjan Chaudhuri

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2019

Automatic idea generation and analysis using NLP and ML techniques.

Haixia Liu

PhD thesis, 2019

2015

Towards Computation of Novel Ideas from Corpora of Scientific Text.

Haixia Liu, James Goulding, Tim J. Brailsford

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015