Logic-Based Integrative Causal Discovery with Business Applications

Presenters: Ioannis Tsamardinos

Invited talk at Laboratory of Information, Networking and Communication Sciences (LINCS), February 24, 2016


Discovering molecular signatures and causal models from biological data

Presenters: Ioannis Tsamardinos

IMBB Seminar, February 7, 2014

VIDEO: here

Logic-Based Integrative Causal Discovery

Presenters: Ioannis Tsamardinos

On the 26th of August 2016 Prof. Ioannis Tsamardinos introduces the novel field of Logic-based Integrative Causal Discovery in an invited lecture at the North Carolina State University, host Prof. Yannis Viniotis

VIDEO: here

Open BioMedical Data for Integrative Analysis #RECODEconf2015

Presenters: Ioannis Tsamardinos

Conference: Recode Conference / Open Access @ EKT, January 15-16, 2015, National Hellenic Research Foundation, Athens



Causal Discovery from Mass Cytometry Data

Presenters: Ioannis Tsamardinos and Sofia Triantafillou

Workshop: “Case Studies of Causal Discovery with Model Search”, October 25-27, 2013, Carnegie Mellon University, Pittsburgh, PA

Slides pdf: pdf_icon cmu_tsamardinos.pdf
Slides ppt: ppt-imag cmu_tsamardinos.ppt

Download only if you have permission to this material


Introduction to causal discovery: A Bayesian Networks approach

Presenter: Ioannis Tsamardinos

Conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011