Panagiotis Mandros

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Categorical Data

Mutual Information

Approximate Functional Dependencies

Dependency Analysis

Top Venues

Publications

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
BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data. RECOMB (2024)
Panagiotis Mandros, David Kaltenpoth, Mario Boley, Jilles Vreeken
Discovering Functional Dependencies from Mixed-Type Data. KDD (2020)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering dependencies with reliable mutual information. Knowl. Inf. Syst. 62 (11) (2020)
Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken
Discovering Approximate Functional Dependencies using Smoothed Mutual Information. KDD (2020)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Correlations in Categorical Data. ICDM (2019)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Correlations in Categorical Data. CoRR (2019)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms. IJCAI (2019)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms. ICDM (2018)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms. CoRR (2018)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Approximate Functional Dependencies. CoRR (2017)
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering Reliable Approximate Functional Dependencies. KDD (2017)
Hoang Vu Nguyen, Panagiotis Mandros, Jilles Vreeken
Universal Dependency Analysis. SDM (2016)