2 citations · 3 across the 3 of their papers we have counts for
3 papers
Multi-view biclustering via non-negative matrix tri-factorisation
Ella S. C. Orme, Theodoulos Rodosthenous, Marina Evangelou
Multi-view data is ever more apparent as methods for production, collection and storage of data become more feasible both practically and fiscally. However, not all features are re…
S-multi-SNE: Semi-Supervised Classification and Visualisation of Multi-View Data
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
An increasing number of multi-view data are being published by studies in several fields. This type of data corresponds to multiple data-views, each representing a different aspect…
Multi-view Data Visualisation via Manifold Learning
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
Non-linear dimensionality reduction can be performed by \textit{manifold learning} approaches, such as Stochastic Neighbour Embedding (SNE), Locally Linear Embedding (LLE) and Isom…