Publications for Sofia Triantafillou, PhD

2019

Triantafillou S, Saeb S, Lattie EG, Mohr DC, Kording KP. Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study, JMIR Ment Health. 2019 Mar 27;6(3):e12613. doi: 10.2196/12613. PubMed PMID: 30916663. PMCID: PMC6456824.

2018

Tsirlis K, Lagani V, Triantafillou S, Tsamardinos I. On Scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing Algorithm. International Journal of Approximate Reasoning. 2018 Nov;102:74-85

2017

Triantafillou S, Lagani V, Heinze-Deml C, Schmidt A, Tegner J, Tsamardinos I. Predicting Causal Relationships from Biological Data: Applying Automated Causal Discovery on Mass Cytometry Data of Human Immune Cells. Sci Rep. 2017 Oct 5;7(1):12724. doi: 10.1038/s41598-017-08582-x. PubMed PMID: 28983114. PMCID: PMC5629212. 

2016

Athineou G, Papoutsoglou G, Triantafillou S, Basdekis I, Lagani V, Tsamardinos I. SCENERY: a web-based application for network reconstruction and visualization of cytometry data. 10th International Conference on Practical Applications of Computational Biology & Bioinformatics. 2016 June 1; 203-211.

Triantafillou S, Tsamardinos I. Score-based vs. Constraint-based Causal Learning in the Presence of Cofounders. Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), Causation: Foundation to Application Workshop 2016. 59-67.

Roumpelaki A, Borboudakis G  Triantafillou S, Tsamardinos I. Marginal Causal Consistency in Constraint-based Causal Learning. Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), Causation: Foundation to Application Workshop 2016.

Lagani V, Triantafillou S, Ball G, Tegner J, Tsamardinos I. Probabilistic computational causal iscovery for systems biology. Uncertaintiy in Biology, 2016, 33-73.

2015

Triantafillou S, Tsamardinos I. Constraint-based causal discovery from multiple interventions over overlapping variable sets. Journal of Machine Learning Research. 2015 Jan 1 (16):2147-2205.
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