Alexander Campbell

According to our database, Alexander Campbell authored at least 11 papers between 2004 and 2023.

Collaborative distances:

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

2023

DBGSL: Dynamic Brain Graph Structure Learning.

Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Lio

Proceedings of the Medical Imaging with Deep Learning, 2023

DBGDGM: Dynamic Brain Graph Deep Generative Model.

Alexander Campbell, Simeon Emilov Spasov, Nicola Toschi, Pietro Lio

Proceedings of the Medical Imaging with Deep Learning, 2023

2022

A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data.

Tiago Azevedo, Alexander Campbell, Rafael Romero-Garcia, Luca Passamonti, Richard A. I. Bethlehem, Pietro Liò, Nicola Toschi

Medical Image Anal., 2022

Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles.

Alexander Campbell, Lorena Qendro, Pietro Liò, Cecilia Mascolo

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution.

James King, Ramón Viñas Torné, Alexander Campbell, Pietro Liò

CoRR, 2021

High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm.

Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo

CoRR, 2021

Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph Neural Network.

Isaac Sebenius, Alexander Campbell, Sarah E. Morgan, Edward T. Bullmore, Pietro Liò

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Early Exit Ensembles for Uncertainty Quantification.

Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo

Proceedings of the Machine Learning for Health, 2021

2008

Scenario-Based Program Slicing.

Alexander Campbell, Anthony Cox

Proceedings of the 15th Annual IEEE International Conference and Workshop on Engineering of Computer Based Systems (ECBS 2008), 31 March, 2008

2005

Graphics Hardware Implementation of the Parameter-Less Self-organising Map.

Alexander Campbell, Erik Berglund, Alexander Streit

Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

2004

Mining Ecological Data with Cellular Automata.

Alexander Campbell, Binh Pham, Yu-Chu Tian

Proceedings of the Cellular Automata, 2004