Universal Dependency Analysis. - Hoang Vu Nguyen; Panagiotis Mandros; Jilles Vreeken (SDM, 2016)

Discovering Reliable Approximate Functional Dependencies. - Panagiotis Mandros; Mario Boley; Jilles Vreeken (KDD, 2017)

Discovering Reliable Correlations in Categorical Data. - Panagiotis Mandros; Mario Boley; Jilles Vreeken (ICDM, 2019)

Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms. - Panagiotis Mandros; Mario Boley; Jilles Vreeken (IJCAI, 2019)

Discovering Functional Dependencies from Mixed-Type Data. - Panagiotis Mandros; David Kaltenpoth; Mario Boley; Jilles Vreeken (KDD, 2020)

Discovering Approximate Functional Dependencies using Smoothed Mutual Information. - Frédéric Pennerath; Panagiotis Mandros; Jilles Vreeken (KDD, 2020)

Discovering dependencies with reliable mutual information. - Panagiotis Mandros; Mario Boley; Jilles Vreeken (Knowl. Inf. Syst., 2020)

Discovering robust dependencies from data. - Panagiotis Mandros (2020)

BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data. - Enakshi Saha; Viola Fanfani; Panagiotis Mandros; Marouen Ben Guebila; Jonas Fischer; Katherine H. Shutta; Kimberly Glass; Dawn L. DeMeo; Camila Miranda Lopes-Ramos; John Quackenbush (RECOMB, 2024)