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ORCIDGeorges Hattab
Person information
- affiliation: Robert Koch-Institute, Berlin, Germany
- affiliation (former): Philipps University of Marburg, Germany
- affiliation (former): National Center for Tumor Diseases (NCT), Dresden, Germany
- affiliation (PhD): Bielefeld University, Faculty of Technology, Germany
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2020 – today
- 2024
[c6]Zewen Yang, Songbo Dong, Armin Lederer, Xiaobing Dai, Siyu Chen, Stefan Sosnowski, Georges Hattab, Sandra Hirche:
Cooperative Learning with Gaussian Processes for Euler-Lagrange Systems Tracking Control Under Switching Topologies. ACC 2024: 560-567- [c5]Zewen Yang, Xiaobing Dai, Akshat Dubey, Sandra Hirche, Georges Hattab:
Whom to Trust? Elective Learning for Distributed Gaussian Process Regression. AAMAS 2024: 2020-2028 - [c4]Silvan Wehrli, Chisom Ezekannagha, Georges Hattab, Tamara Boender, Bert Arnrich, Christopher Irrgang:
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic. WASSA 2024: 153-167 - [i6]Zewen Yang, Xiaobing Dai, Akshat Dubey, Sandra Hirche, Georges Hattab:
Whom to Trust? Elective Learning for Distributed Gaussian Process Regression. CoRR abs/2402.03014 (2024) - [i5]Zewen Yang, Songbo Dong, Armin Lederer, Xiaobing Dai, Siyu Chen, Stefan Sosnowski, Georges Hattab, Sandra Hirche:
Cooperative Learning with Gaussian Processes for Euler-Lagrange Systems Tracking Control under Switching Topologies. CoRR abs/2402.03048 (2024) - [i4]Xiaobing Dai, Zewen Yang, Mengtian Xu, Fangzhou Liu, Georges Hattab, Sandra Hirche:
Decentralized Event-Triggered Online Learning for Safe Consensus of Multi-Agent Systems with Gaussian Process Regression. CoRR abs/2402.03174 (2024) - [i3]Zewen Yang, Xiaobing Dai, Weijie Yang, Bahar Ilgen, Aleksandar Anzel
, Georges Hattab:
Kernel-based Learning for Safe Control of Discrete-Time Unknown Systems under Incomplete Observations. CoRR abs/2405.00822 (2024) - [i2]Akshat Dubey, Zewen Yang, Georges Hattab:
A Nested Model for AI Design and Validation. CoRR abs/2407.16888 (2024) - 2023
- [j9]Aleksandar Anzel, Dominik Heider, Georges Hattab:
Interactive polar diagrams for model comparison. Comput. Methods Programs Biomed. 242: 107843 (2023) - [c3]Zhenxiao Yin, Xiaobing Dai, Zewen Yang, Yang Shen, Georges Hattab, Hang Zhao:
Learning-based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy. IECON 2023: 1-7 - [c2]Bahar Ilgen, Antonia Pilic, Thomas Harder, Georges Hattab:
Pre-Training to Identify Immunization-Related Entities from Systematic Reviews. NLPIR 2023: 234-239 - [d1]Dennis Wagner, Dominik Heider, Georges Hattab:
Secondary Mushroom. UCI Machine Learning Repository, 2023
- [i1]Zhenxiao Yin, Xiaobing Dai, Zewen Yang, Yang Shen, Georges Hattab, Hang Zhao:
Learning-based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy. CoRR abs/2307.13945 (2023) - 2021
- [j8]Franziska Hufsky, Kevin Lamkiewicz, Alexandre Almeida, Abdel Aouacheria, Cecilia N. Arighi, Alex Bateman, Jan Baumbach, Niko Beerenwinkel, Christian Brandt, Marco Cacciabue, Sara Chuguransky, Oliver Drechsel, Robert D. Finn, Adrian Fritz, Stephan Fuchs, Georges Hattab, Anne-Christin Hauschild, Dominik Heider, Marie Hoffmann, Martin Hölzer, Stefan Hoops, Lars Kaderali, Ioanna Kalvari, Max von Kleist, Renó Kmiecinski, Denise Kühnert, Gorka Lasso, Pieter Libin, Markus List, Hannah F. Löchel, Maria Jesus Martin, Roman Martin, Julian O. Matschinske, Alice C. McHardy, Pedro Mendes, Jaina Mistry, Vincent Navratil, Eric P. Nawrocki, Áine Niamh O'toole, Nancy Ontiveros-Palacios, Anton I. Petrov, Guillermo Rangel-Pineros, Nicole Redaschi, Susanne Reimering, Knut Reinert, Alejandro Reyes, Lorna J. Richardson, David L. Robertson, Sepideh Sadegh, Joshua B. Singer, Kristof Theys, Chris Upton, Marius Welzel, Lowri Williams, Manja Marz:
Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research. Briefings Bioinform. 22(2): 642-663 (2021) - [j7]Roman Martin, Thomas Hackl, Georges Hattab, Matthias G. Fischer, Dominik Heider:
MOSGA: Modular Open-Source Genome Annotator. Bioinform. 36(22-23): 5514-5515 (2021) - [j6]Marvin Arnold, Stefanie Speidel, Georges Hattab:
Towards improving edge quality using combinatorial optimization and a novel skeletonize algorithm. BMC Medical Imaging 21(1): 119 (2021) - [j5]Georges Hattab, Theresa-Marie Rhyne, Dominik Heider:
Correction: Ten simple rules to colorize biological data visualization. PLoS Comput. Biol. 17(4) (2021) - 2020
- [j4]Georges Hattab, Marvin Arnold, Leon Strenger, Max Allan, Darja Arsentjeva, Oliver Gold, Tobias Simpfendörfer, Lena Maier-Hein, Stefanie Speidel:
Kidney edge detection in laparoscopic image data for computer-assisted surgery. Int. J. Comput. Assist. Radiol. Surg. 15(3): 379-387 (2020) - [j3]Georges Hattab, Carina Riediger, Jürgen Weitz, Stefanie Speidel:
A case study: impact of target surface mesh size and mesh quality on volume-to-surface registration performance in hepatic soft tissue navigation. Int. J. Comput. Assist. Radiol. Surg. 15(8): 1235-1245 (2020) - [j2]Georges Hattab, Theresa-Marie Rhyne, Dominik Heider:
Ten simple rules to colorize biological data visualization. PLoS Comput. Biol. 16(10) (2020) - [c1]Georges Hattab, Felix Meyer, Remke Dirk Albrecht, Stefanie Speidel:
MODELAR: A MODular and EvaLuative framework to improve surgical Augmented Reality visualization. EuroVis (Short Papers) 2020: 163-167
2010 – 2019
- 2019
- [j1]Georges Hattab, Tim W. Nattkemper:
SeeVis - 3D space-time cube rendering for visualization of microfluidics image data. Bioinform. 35(10): 1802-1804 (2019) - 2018
- [b1]Georges Hattab:
Analyzing colony dynamics and visualizing cell diversity in spatiotemporal experiments. Bielefeld University, Germany, 2018
Coauthor Index
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