Panagiotis Mandros
Panagiotis Mandros
Doctoral researcher @ Max Planck Institute for Informatics and CISPA Helmholtz Center
Verified email at mpi-inf.mpg.de - Homepage
Title
Cited by
Cited by
Year
Discovering Reliable Approximate Functional Dependencies
P Mandros, M Boley, J Vreeken
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
312017
Universal dependency analysis
HV Nguyen, P Mandros, J Vreeken
Proceedings of the 2016 SIAM International Conference on Data Mining, 792-800, 2016
112016
Discovering reliable dependencies from data: Hardness and improved algorithms
P Mandros, M Boley, J Vreeken
2018 IEEE international conference on data mining (ICDM), 317-326, 2018
82018
Discovering dependencies with reliable mutual information
P Mandros, M Boley, J Vreeken
Knowledge and Information Systems 62 (11), 4223-4253, 2020
32020
Discovering functional dependencies from mixed-type data
P Mandros, D Kaltenpoth, M Boley, J Vreeken
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
22020
Discovering Reliable Correlations in Categorical Data
P Mandros, M Boley, J Vreeken
2019 IEEE International Conference on Data Mining (ICDM), 1252-1257, 2019
12019
Discovering Approximate Functional Dependencies using Smoothed Mutual Information
F Pennerath, P Mandros, J Vreeken
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
2020
Discovering robust dependencies from data
P Mandros
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Articles 1–8