Publications

Proceedings of the 7th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence, FCA4AI@IJCAI 2019, Macao, China, August 10, 2019. In Sergei O. Kuznetsov, Amedeo Napoli, and Sebastian Rudolph (Eds.), CEUR Workshop Proceedings, (2529)CEUR-WS.org, 2020. [PUMA: imported] URL

Richard Grunzke, Volker Hartmann, T. Jejkal, Ajinkya Prabhune, Hendrik Herold, Aline Deicke, Alexander Hoffmann, Torsten Schrade, Gotthard Meinel, Sonja Herres-Pawlis, Rainer Stotzka, and Wolfgang Nagel. Towards a metadata-driven multi-community research data management service. February 2017. [PUMA: imported]

Pascal Hirmer, Tim Waizenegger, Ghareeb Falazi, Majd Abdo, Yuliya Volga, Alexander Askinadze, Matthias Liebeck, Stefan Conrad, Tobias Hildebrandt, Conrad Indiono, Stefanie Rinderle-Ma, Martin Grimmer, Matthias Kricke, and Eric Peukert. The First Data Science Challenge at BTW 2017. Datenbank-Spektrum, (17)July 2017. [PUMA: imported]

Amirhossein Rostami, Bernhard Vogginger, Yexin Yan, and Christian G. Mayr. E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware. Frontiers in Neuroscience, (16)2022. [PUMA: imported] URL

David Schaller, Tom Hartmann, Manuel Lafond, Nicolas Wieseke, Marc Hellmuth, and Peter Stadler. Relative Timing Information and Orthology in Evolutionary Scenarios. December 2022. [PUMA: imported]

Proceedings of the 9th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montréal, Québec, Canada, August 21, 2021. In Sergei O. Kuznetsov, Amedeo Napoli, and Sebastian Rudolph (Eds.), CEUR Workshop Proceedings, (2972)CEUR-WS.org, 2021. [PUMA: imported] URL

Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour, Maria-Esther Vidal, and Jens Lehmann. No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph. 2020. [PUMA: imported] URL

Diego Collarana, T. Heuss, Jens Lehmann, Ioanna Lytra, Gaurav Maheshwari, Rostislav Nedelchev, T. Schmidt, and Priyansh Trivedi. A question answering system on regulatory documents. 2018. [PUMA: imported] URL

David Georg Reichelt, Stefan Kühne, and Wilhelm Hasselbring. On the Validity of Performance Antipatterns at Code Level. Softwaretechnik-Trends Band 39, Heft 4, 32--34, Gesellschaft für Informatik e.V., Bonn, 2019. [PUMA: imported]

André Petermann, Giovanni Micale, Giacomo Bergami, Alfredo Pulvirenti, and Erhard Rahm. Mining and ranking of generalized multi-dimensional frequent subgraphs. September 2017. [PUMA: imported]

B. Sheehan Sandra Hummel, S. Bohlinger. CONTESSA – An Innovative Program Fostering Pedagogical Professionalization. 2023. [PUMA: imported]

Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Martin Wagner, Martin Apitz, and Hannes Kenngott. Method for Intra-Surgical Phase Detection by Using Real-Time Medical Device Data. 254--259, June 2017. [PUMA: imported]

Benjamin Gaunitz, Martin Roth, and Bogdan Franczyk. Dynamic and Scalable Real-Time Analytics in Logistics - Combining Apache Storm with Complex Event Processing for Enabling New Business Models in Logistics. ENASE 2015 - Proceedings of the 10th International Conference on Evaluation of Novel Approaches to Software Engineering, April 2015. [PUMA: imported]

Toralf Kirsten, Frank Meineke, Henry Löffler-Wirth, Alexandr Uciteli, Christoph Beger, Sebastian Stäubert, Matthias Löbe, René Hänsel, Franziska Rauscher, Judith Schuster, Thomas Peschel, Heinrich Herre, Jonas Wagner, Silke Zachariae, Christoph Engel, Markus Scholz, Erhard Rahm, Hans Binder, and Markus Löffler. The Leipzig Health Atlas - An open platform to present, archive and share bio-medical data, analyses and models online. Methods of Information in Medicine, (61)August 2022. [PUMA: imported]

Isaiah Onando Mulang', Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria-Esther Vidal, Sören Auer, and Jens Lehmann. Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph. CoRR, (abs/1912.06214)2019. [PUMA: imported] URL

Michael Völske, Janek Bevendorff, Johannes Kiesel, Benno Stein, Maik Fröbe, Matthias Hagen, and Martin Potthast. Towards an open web index: Lessons from the past. Zenodo, 2020. [PUMA: imported]

Yuri Kheifetz, and Markus Scholz. Modeling individual time courses of thrombopoiesis during multi-cyclic chemotherapy. In Greg Tucker-Kellogg (Eds.), PLOS Computational Biology, (15)3:e1006775, Public Library of Science (PLoS), March 2019. [PUMA: imported] URL

Lorenzo Maiello, Lorenzo Ball, Marco Micali, Francesca Iannuzzi, Nico Scherf, Ralf-Thorsten Hoffmann, Marcelo Gama de Abreu, Paolo Pelosi, and Robert Huhle. Automatic Lung Segmentation and Quantification of Aeration in Computed Tomography of the Chest Using 3D Transfer Learning. Frontiers in Physiology, (12):725865, February 2022. [PUMA: imported]

Janek Bevendorff, Berta Chulvi, Gretel Liz De La Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, and Eva Zangerle. Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. Experimental IR Meets Multilinguality, Multimodality, and Interaction, 419–431, Springer International Publishing, 2021. [PUMA: imported] URL

Karell Bertet, and Sebastian Rudolph. Preface: Concept Lattices and Applications: Recent Advances and New Opportunities. Discrete Applied Mathematics, (249):1, 2018. [PUMA: imported]

Martin Junghanns, André Petermann, Niklas Teichmann, and Erhard Rahm. The Big Picture: Understanding large-scale graphs using Graph Grouping with Gradoop. January 2017. [PUMA: imported]

Scarlet Brockmoeller, Amelie Echle, Narmin Ghaffari Laleh, Susanne Eiholm, Marie Louise Malmstrøm, Tine Plato Kuhlmann, Katarina Levic, Heike Irmgard Grabsch, Nicholas P West, Oliver Lester Saldanha, Katerina Kouvidi, Aurora Bono, Lara R Heij, Titus J Brinker, Ismayil Gögenür, Philip Quirke, and Jakob Nikolas Kather. Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer. The Journal of Pathology, (256)3:269–281, Wiley, December 2021. [PUMA: imported] URL

Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. S. Torr, and Carsten Rother. Joint Training of Generic CNN-CRF Models with Stochastic Optimization. 2016. [PUMA: imported] URL

Hamid Zafar, Giulio Napolitano, and Jens Lehmann. Deep Query Ranking for Question Answering over Knowledge Bases. Machine Learning and Knowledge Discovery in Databases, 635–638, Springer International Publishing, 2019. [PUMA: imported] URL

Birte Platow. DSI Insights: KI = Gott?. 2019. [PUMA: imported]

Sunna Torge, Rene Jäkel, Dmitrij Schlesinger, and Michael Frenzel. Deep Learning and High Performance Computing. 2017. [PUMA: imported]

Dimitra Kiakou, Adam Adamopoulos, and Nico Scherf. Graph-Based Disease Prediction in Neuroimaging: Investigating the Impact of Feature Selection. Advances in experimental medicine and biology, (1424):223--230, July 2023. [PUMA: imported]

Annie Waldherr, Gerhard Heyer, Patrick Jähnichen, Andreas Niekler, and Gregor Wiedemann. Mining Big Data With Computational Methods. 201--217, January 2016. [PUMA: imported]

Diego del Alamo, Axel W. Fischer, Rocco Moretti, Nathan S. Alexander, Jeffrey Mendenhall, Nicholas J. Hyman, and Jens Meiler. Efficient Sampling of Protein Loop Regions Using Conformational Hashing Complemented with Random Coordinate Descent. Journal of Chemical Theory and Computation, (17)1:560--570, 2021. [PUMA: imported] URL

Taras Lazariv, and Christoph Lehmann. Goodness-of-Fit Tests for Large Datasets. 2018. [PUMA: imported] URL

D. Schemala, D. Schlesinger, P. Winkler, Hendrik Herold, and Gotthard Meinel. Semantic segmentation of settlement patterns in gray-scale map images using RF and CRF within an HPC environment. January 2016. [PUMA: imported]

Ulrike Kister, Konstantin Klamka, Christian Tominski, and Raimund Dachselt. GraSp : Combining Spatially-aware Mobile Devices and a Display Wall for Graph Visualization and Interaction. Computer Graphics Forum, (36):503--514, June 2017. [PUMA: imported]

Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro Von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Šaško, Quentin Lhoest, Angelina McMillan-Major, Gerard Dupont, Stella Biderman, Anna Rogers, Loubna Ben allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel Van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Alexandra Luccioni, and Yacine Jernite. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. 2023. [PUMA: imported] URL

Kasun Perera, Martin Hahmann, Wolfgang Lehner, Torben Pedersen, and Christian Thomsen. Efficient Approximate OLAP Querying Over Time Series. 205--211, July 2016. [PUMA: imported]

Mehdi Ali, Hajira Jabeen, Charles Tapley Hoyt, and Jens Lehmann. The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability. The Semantic Web – ISWC 2019, 3–18, Springer International Publishing, 2019. [PUMA: imported] URL

Bogdan Franczyk, Martin Roth, Norman Spangenberg, and Stefan Mutke. Big Data in der Logistik. Factory Innovation--Agil und smart mit Industrie 4.0, GITO mbH Verlag für Industrielle Informationstechnik und Organisation~…, 2019. [PUMA: imported]

Dinusha Vatsalan, Ziad Sehili, Peter Christen, and Erhard Rahm. Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges. Handbook of Big Data Technologies, February 2017. [PUMA: imported]

Janek Bevendorff, Khalid Al Khatib, Martin Potthast, and Benno Stein. Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis. In Dan Jurafsky, Joyce Chai, Natalie Schluter, and Joel Tetreault (Eds.), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1151--1158, Association for Computational Linguistics, Online, July 2020. [PUMA: imported] URL

Markus Frey, Sander Tanni, Catherine Perrodin, Alice O’Leary, Matthias Nau, Jack Kelly, Andrea Banino, Daniel Bendor, Julie Lefort, Christian F Doeller, and Caswell Barry. Interpreting wide-band neural activity using convolutional neural networks. eLife, (10)eLife Sciences Publications, Ltd, August 2021. [PUMA: imported] URL

Mahmood Nazari, Andreas Kluge, Ivayla Apostolova, Susanne Klutmann, Sharok Kimiaei, Michael Schroeder, and Ralph Buchert. Explainable AI to improve acceptance of convolutional neural networks for automatic classification of dopamine transporter SPECT in the diagnosis of clinically uncertain parkinsonian syndromes. European Journal of Nuclear Medicine and Molecular Imaging, (49)4:1176–1186, Springer Science and Business Media LLC, October 2021. [PUMA: imported] URL

Erik Buchmann Christoph Haar. IoT Security: A Basic IoT Hardware Security Framework. 2022. [PUMA: imported]

Shahbaz Syed, Dominik Schwabe, and Martin Potthast. Summary Workbench: Unifying Application and Evaluation of Text Summarization Models. 2022. [PUMA: imported] URL

Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, and Lea Löffelmann. Tuning the Utility-Privacy Trade-Off in Trajectory Data.. EDBT, 839--842, 2023. [PUMA: imported]

Ziad Sehili, Lars Kolb, Christian Borgs, Rainer Schnell, and Erhard Rahm. Privacy Preserving Record Linkage with PPJoin. January 2015. [PUMA: imported]

Sattar Rahimbayli, Jens Lehmann, and Thomas M Deserno. Pay for Performance in Electronic Data Capture for Clinical Trials and Medical Registries. ICT for Health Science Research, 221--225, IOS Press, 2019. [PUMA: imported]

Sunna Torge, Waldemar Hahn, Rene Jakel, and Wolfgang E. Nagel. Corpus and Baseline Model for Domain-Specific Entity Recognition in German. 2020 6th IEEE Congress on Information Science and Technology (CiSt), (2):314–320, IEEE, June 2020. [PUMA: imported] URL

Muhammad Faisal Cheema., Stefan Jänicke., Judith Blumenstein., and Gerik Scheuermann.. A Directed Concept Search Environment to Visually Explore Texts Related to User-defined Concept Models. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - IVAPP, 72--83, SciTePress, 2016. [PUMA: imported]

Martin Junghanns, André Petermann, and Erhard Rahm. Distributed Grouping of Property Graphs with Gradoop. March 2017. [PUMA: imported]

Jean-Luc Vay, David Sagan, Axel Huebl, Maxence Thévenet, Rémi Lehe, Cho-Kuen Ng, Henri Vincenti, Michael Bussmann, Alexander Debus, Richard Pausch, and others. End-to-End Virtual Accelerators (EVA). submitted to Snowmass21, 2020. [PUMA: imported]

Britta Pester, Oliver Winke, Carolin Ligges, Raimund Dachselt, and Stefan Gumhold. Immersive 3D Visualization of Multi-Modal Brain Connectivity. EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association, 2021. [PUMA: imported] URL