Panagiotis Mandros

According to our database, Panagiotis Mandros authored at least 8 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Discovering robust dependencies from data.

Panagiotis Mandros

PhD thesis, 2020

Discovering dependencies with reliable mutual information.

Panagiotis Mandros, Mario Boley, Jilles Vreeken

Knowl. Inf. Syst., 2020

Discovering Approximate Functional Dependencies using Smoothed Mutual Information.

Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Discovering Functional Dependencies from Mixed-Type Data.

Panagiotis Mandros, David Kaltenpoth, Mario Boley, Jilles Vreeken

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Discovering Reliable Correlations in Categorical Data.

Panagiotis Mandros, Mario Boley, Jilles Vreeken

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms.

Panagiotis Mandros, Mario Boley, Jilles Vreeken

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Discovering Reliable Approximate Functional Dependencies.

Panagiotis Mandros, Mario Boley, Jilles Vreeken

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Universal Dependency Analysis.

Hoang Vu Nguyen, Panagiotis Mandros, Jilles Vreeken

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016