A multi-modal computational study of cognitive and emotional dysfunction in psychosis

- Koussis, Nikitas Chris

Manifold alignment through deep autoencoders

- Aziz, Md Fayeem Bin

Semi-supervised manifold alignment using parallel deep autoencoders

- Aziz, Fayeem, Wong, Aaron S. W., Chalup, Stephan

Testing the robustness of manifold learning on examples of thinned-out data

- Aziz, Fayeem, Chalup, Stephan

Aligning manifolds of double pendulum dynamics under the influence of noise

- Aziz, Fayeem, Wong, Aaron S. W., Welsh, James S., Chalup, Stephan K.

Topological analysis, non-linear dimensionality reduction and optimisation applied to manifolds represented by point clouds

- Paul, Rahul

A study on validating non-linear dimensionality reduction using persistent homology

- Paul, Rahul, Chalup, Stephan K.

Implementing sensory perception and affect on humanoid robots using applications of manifold learning

- Wong, Aaron Seng Wai

Visual gaze analysis of robotic pedestrians moving in urban space

- Wong, Aaron S. W., Chalup, Stephan K., Bhatia, Shashank, Jalalian, Arash, Kulk, Jason, Nicklin, Steven, Ostwald, Michael J.

Anthropocentric biocybernetic computing for analysing the architectural design of house facades and cityscapes

- Chalup, Stephan K., Ostwald, Michael J.

Representations of streetscape perceptions through manifold learning in the space of Hough arrays

- Chalup, Stephan K., Clement, Riley, Marshall, Joshua, Tucker, Chris, Ostwald, Michael J.