Search Results for author: Theo Damoulas

Found 4 papers, 0 papers with code

Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation

no code implementations19 Jul 2018 Adam Tsakalidis, Maria Liakata, Theo Damoulas, Alexandra I. Cristea

Predicting mental health from smartphone and social media data on a longitudinal basis has recently attracted great interest, with very promising results being reported across many studies.

Posterior Inference for Sparse Hierarchical Non-stationary Models

no code implementations4 Apr 2018 Karla Monterrubio-Gómez, Lassi Roininen, Sara Wade, Theo Damoulas, Mark Girolami

Gaussian processes are valuable tools for non-parametric modelling, where typically an assumption of stationarity is employed.

Computation

Combining Heterogeneous User Generated Data to Sense Well-being

no code implementations COLING 2016 Adam Tsakalidis, Maria Liakata, Theo Damoulas, Brigitte Jellinek, Weisi Guo, Alex Cristea, ra

In this paper we address a new problem of predicting affect and well-being scales in a real-world setting of heterogeneous, longitudinal and non-synchronous textual as well as non-linguistic data that can be harvested from on-line media and mobile phones.

Emotion Recognition

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