David B. Blumenthal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Machine Learning

Distance Computation

Top Venues

Pattern Recognit. Lett.

Publications

Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated singular value decomposition for high-dimensional data. Data Min. Knowl. Discov. 38 (3) (2024)
Nicolas Boria, Jana Kiederle, Florian Yger, David B. Blumenthal
The edge-preservation similarity for comparing rooted, unordered, node-labeled trees. Pattern Recognit. Lett. 167 (2023)
Lisa Gerlach, David B. Blumenthal
On the role of network topology in German-Jewish recommendation letter networks in the early twentieth century. Appl. Netw. Sci. 8 (1) (2023)
Judith Bernett, Dominik Krupke, Sepideh Sadegh, Jan Baumbach, Sándor P. Fekete, Tim Kacprowski, Markus List, David B. Blumenthal
Robust disease module mining via enumeration of diverse prize-collecting Steiner trees. Bioinform. 38 (6) (2022)
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated singular value decomposition for high dimensional data. CoRR (2022)
David B. Blumenthal, Sébastien Bougleux, Anton Dignös, Johann Gamper
Enumerating dissimilar minimum cost perfect and error-correcting bipartite matchings for robust data matching. Inf. Sci. 596 (2022)
Christina Khnaisser, Hind Hamrouni, David B. Blumenthal, Anton Dignös, Johann Gamper
Querying Temporal Anomalies in Healthcare Information Systems and Beyond. ADBIS (2022)
Klaudia Adamowicz, Andreas Maier, Jan Baumbach, David B. Blumenthal
validation of disease and gene sets, clusterings or subnetworks with DIGEST. Briefings Bioinform. 23 (4) (2022)
David B. Blumenthal, Johann Gamper, Sébastien Bougleux, Luc Brun
Upper Bounding Graph Edit Distance Based on Rings and Machine Learning. Int. J. Pattern Recognit. Artif. Intell. 35 (8) (2021)
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
Metric Indexing for Graph Similarity Search. CoRR (2021)
Lucas Gnecco, Nicolas Boria, Sébastien Bougleux, Florian Yger, David B. Blumenthal
The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections [Extended Version]. CoRR (2021)
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
Metric Indexing for Graph Similarity Search. SISAP (2021)
Olga Lazareva, Jan Baumbach, Markus List, David B. Blumenthal
On the limits of active module identification. Briefings Bioinform. 22 (5) (2021)
David B. Blumenthal, Nicolas Boria, Sébastien Bougleux, Luc Brun, Johann Gamper, Benoit Gaüzère
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing. Inf. Syst. 100 (2021)
Olga Lazareva, Stefan Canzar, Kevin Yuan, Jan Baumbach, David B. Blumenthal, Paolo Tieri, Tim Kacprowski, Markus List
BiCoN: network-constrained biclustering of patients and omics data. Bioinform. 37 (16) (2021)
Anne Hartebrodt, Reza Nasirigerdeh, David B. Blumenthal, Richard Röttger
Federated Principal Component Analysis for Genome-Wide Association Studies. ICDM (2021)
Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Jan Baumbach, David B. Blumenthal
On the Privacy of Federated Pipelines. SIGIR (2021)
Lucas Gnecco, Nicolas Boria, Sébastien Bougleux, Florian Yger, David B. Blumenthal
The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections. SISAP (2021)
Nicolas Boria, David B. Blumenthal, Sébastien Bougleux, Luc Brun
Improved local search for graph edit distance. Pattern Recognit. Lett. 129 (2020)
Sébastien Bougleux, Benoit Gaüzère, David B. Blumenthal, Luc Brun
Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognit. Lett. 134 (2020)
Mohammad Bakhtiari, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Amirhossein Bayat, David B. Blumenthal, Markus List, Jan Baumbach
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments. CoRR (2020)
David B. Blumenthal, Nicolas Boria, Johann Gamper, Sébastien Bougleux, Luc Brun
Comparing heuristics for graph edit distance computation. VLDB J. 29 (1) (2020)
David B. Blumenthal, Lorenzo Viola, Markus List, Jan Baumbach, Paolo Tieri, Tim Kacprowski
EpiGEN: an epistasis simulation pipeline. Bioinform. 36 (19) (2020)
David B. Blumenthal, Johann Gamper
On the exact computation of the graph edit distance. Pattern Recognit. Lett. 134 (2020)
Sven Helmer, David B. Blumenthal, Kathrin Paschen
What is meaningful research and how should we measure it? Scientometrics 125 (1) (2020)
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR (2020)
Theodoros Chondrogiannis, Panagiotis Bouros, Johann Gamper, Ulf Leser, David B. Blumenthal
Finding k-shortest paths with limited overlap. VLDB J. 29 (5) (2020)
David B. Blumenthal
New Techniques for Graph Edit Distance Computation. CoRR (2019)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
Upper Bounding GED via Transformations to LSAPE Based on Rings and Machine Learning. CoRR (2019)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
GEDLIB: A C++ Library for Graph Edit Distance Computation. GbRPR (2019)
Nicolas Boria, David B. Blumenthal, Sébastien Bougleux, Luc Brun
Improved local search for graph edit distance. CoRR (2019)
David B. Blumenthal, Évariste Daller, Sébastien Bougleux, Luc Brun, Johann Gamper
Quasimetric Graph Edit Distance as a Compact Quadratic Assignment Problem. ICPR (2018)
Theodoros Chondrogiannis, Panagiotis Bouros, Johann Gamper, Ulf Leser, David B. Blumenthal
-dissimilar paths with minimum collective length. SIGSPATIAL/GIS (2018)
Theodoros Chondrogiannis, Panagiotis Bouros, Johann Gamper, Ulf Leser, David B. Blumenthal
Finding k-Dissimilar Paths with Minimum Collective Length. CoRR (2018)
David B. Blumenthal, Johann Gamper
Improved Lower Bounds for Graph Edit Distance. IEEE Trans. Knowl. Data Eng. 30 (3) (2018)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
Ring Based Approximation of Graph Edit Distance. S+SSPR (2018)
David B. Blumenthal, Johann Gamper
Exact Computation of Graph Edit Distance for Uniform and Non-uniform Metric Edit Costs. GbRPR (2017)
David B. Blumenthal, Johann Gamper
Correcting and Speeding-Up Bounds for Non-Uniform Graph Edit Distance. ICDE (2017)