| Discovering Reliable Approximate Functional Dependencies P Mandros, M Boley, J Vreeken Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 62 | 2017 |
| 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 | 20 | 2018 |
| Universal dependency analysis HV Nguyen, P Mandros, J Vreeken Proceedings of the 2016 SIAM International Conference on Data Mining, 792-800, 2016 | 19 | 2016 |
| 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 | 15 | 2020 |
| Discovering dependencies with reliable mutual information P Mandros, M Boley, J Vreeken Knowledge and Information Systems 62 (11), 4223-4253, 2020 | 13 | 2020 |
| 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 | 12 | 2020 |
| Gene regulatory networks reveal sex difference in lung adenocarcinoma E Saha, M Ben Guebila, V Fanfani, J Fischer, KH Shutta, P Mandros, ... Biology of sex Differences 15 (1), 62, 2024 | 10 | 2024 |
| Discovering Reliable Correlations in Categorical Data P Mandros, M Boley, J Vreeken 2019 IEEE International Conference on Data Mining (ICDM), 1252-1257, 2019 | 6 | 2019 |
| Bayesian Optimized sample-specific Networks Obtained By Omics data (BONOBO) E Saha, V Fanfani, P Mandros, M Ben-Guebila, J Fischer, K Hoff-Shutta, ... bioRxiv, 2023 | 2 | 2023 |
| Selective loss of Y chromosomes in lung adenocarcinoma modulates the tumor immune environment through cancer/testis antigens J Fischer, KH Shutta, C Chen, V Fanfani, E Saha, P Mandros, MB Guebila, ... bioRxiv, 2024 | 1 | 2024 |
| Bayesian inference of sample-specific coexpression networks E Saha, V Fanfani, P Mandros, MB Guebila, J Fischer, KH Shutta, ... Genome Research 34 (9), 1397-1410, 2024 | 1 | 2024 |
| node2vec2rank: Large Scale and Stable Graph Differential Analysis via Multi-Layer Node Embeddings and Ranking P Mandros, I Gallagher, V Fanfani, C Chen, J Fischer, A Ismail, L Hsu, ... bioRxiv, 2024 | 1 | 2024 |
| BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data E Saha, V Fanfani, P Mandros, M Ben-Guebila, J Fischer, KH Shutta, ... International Conference on Research in Computational Molecular Biology, 328-331, 2024 | | 2024 |
| Reproducible processing of TCGA regulatory networks V Fanfani, KH Shutta, P Mandros, J Fischer, E Saha, S Micheletti, C Chen, ... bioRxiv, 2024.11. 05.622163, 2024 | | 2024 |
| Discovering robust dependencies from data P Mandros Saarländische Universitäts-und Landesbibliothek, 2020 | | 2020 |
Jilles VreekenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
