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1Freiheit und Kalkül. Die Politik der Algorithmen
S. Müller-Mall. (October 2020)
2 months ago by @scadsfct
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1Description Logics that Count, and What They Can and Cannot Count (Extended Abstract)
F. Baader, and F. De Bortoli. Proceedings of the 33rd International Workshop on Description Logics (DL'20), volume 2663 of CEUR Workshop Proceedings, Online, CEUR-WS, (2020)
2 months ago by @scadsfct
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1Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists
T. Brinker, M. Schmitt, E. Krieghoff-Henning, R. Barnhill, H. Beltraminelli, S. Braun, R. Carr, M. Fernandez-Figueras, G. Ferrara, S. Fraitag and 18 other author(s). J. Am. Acad. Dermatol., 86 (3): 640--642 (March 2022)
2 months ago by @scadsfct
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1Computational identification of HCV neutralizing antibodies with a common HCDR3 disulfide bond motif in the antibody repertoires of infected individuals
N. Bozhanova, A. Flyak, B. Brown, S. Ruiz, J. Salas, S. Rho, R. Bombardi, L. Myers, C. Soto, J. Bailey and 3 other author(s). Nat. Commun., 13 (1): 3178 (June 2022)
2 months ago by @scadsfct
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1Inter-InnoLab collaboration: An investigation of the diversity and interconnection among Innovation Laboratories
A. Memon, K. Meyer, M. Thieme, and L. Meyer. J. Eng. Technol. Manag., (January 2018)
2 months ago by @scadsfct
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1Genetic architecture of subcortical brain structures in 38,851 individuals
C. Satizabal, H. Adams, D. Hibar, C. White, M. Knol, J. Stein, M. Scholz, M. Sargurupremraj, N. Jahanshad, G. Roshchupkin and 279 other author(s). Nat. Genet., 51 (11): 1624--1636 (November 2019)
2 months ago by @scadsfct
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1Hyperbolic Busemann Learning with ideal prototypes
M. Atigh, M. Keller-Ressel, and P. Mettes. (2021)
2 months ago by @scadsfct
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1Rosetta design with co-evolutionary information retains protein function
S. Schmitz, M. Ertelt, R. Merkl, and J. Meiler. PLoS Comput. Biol., 17 (1): e1008568 (January 2021)
2 months ago by @scadsfct
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1A collection of deep learning-based feature-free approaches for characterizing single-objective continuous fitness landscapes
M. Seiler, R. Prager, P. Kerschke, and H. Trautmann. Proceedings of the Genetic and Evolutionary Computation Conference, New York, NY, USA, ACM, (July 2022)
2 months ago by @scadsfct
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1Digitale Transformationen von Öffentlichkeit. Ausgangspunkte und Horizonte einer transdisziplinären Perspektivbildung
J. Kruse, and S. Müller-Mall. Digitale Transformationen der Öffentlichkeit, Velbrück Wissenschaft, (2020)
2 months ago by @scadsfct
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1Automated algorithm selection in single-objective continuous optimization: A comparative study of deep learning and landscape analysis methods
R. Prager, M. Seiler, H. Trautmann, and P. Kerschke. Lecture Notes in Computer Science, Springer International Publishing, Cham, (2022)
2 months ago by @scadsfct
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1Epitope-focused immunogen design based on the ebolavirus glycoprotein HR2-MPER region
C. Schoeder, P. Gilchuk, A. Sangha, K. Ledwitch, D. Malherbe, X. Zhang, E. Binshtein, L. Williamson, C. Martina, J. Dong and 10 other author(s). PLoS Pathog., 18 (5): e1010518 (May 2022)
2 months ago by @scadsfct
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1Computational redesign of a fluorogen activating protein with Rosetta
N. Bozhanova, J. Harp, B. Bender, A. Gavrikov, D. Gorbachev, M. Baranov, C. Mercado, X. Zhang, K. Lukyanov, A. Mishin and 1 other author(s). PLoS Comput. Biol., 17 (11): e1009555 (November 2021)
2 months ago by @scadsfct
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1Deep learning as a competitive feature-free approach for automated algorithm selection on the traveling salesperson problem
M. Seiler, J. Pohl, J. Bossek, P. Kerschke, and H. Trautmann. Parallel Problem Solving from Nature -- PPSN XVI, Springer International Publishing, Cham, (2020)
2 months ago by @scadsfct
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1Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function
G. Davies, M. Lam, S. Harris, J. Trampush, M. Luciano, W. Hill, S. Hagenaars, S. Ritchie, R. Marioni, C. Fawns-Ritchie and 212 other author(s). Nat. Commun., (May 2018)
2 months ago by @scadsfct
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1Hydra: a method for strain-minimizing hyperbolic embedding of network- and distance-based data
M. Keller-Ressel, and S. Nargang. J. Complex Netw., (February 2020)
2 months ago by @scadsfct
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1Towards feature-free automated algorithm selection for single-objective continuous black-box optimization
R. Prager, M. Vinzent Seiler, H. Trautmann, and P. Kerschke. 2021 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, (December 2021)
2 months ago by @scadsfct
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2SetQuence & SetOmic: Deep Set Transformers for Whole Genome and Exome Tumour Analysis
N. Jurenaite, D. León-Periñán, V. Donath, S. Torge, and R. Jäkel. BioSystems, (January 2024)
28 days ago by @scadsfct
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2SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics
N. Jurenaite, D. León-Periñán, V. Donath, S. Torge, and R. Jäkel. 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), page 1-9. (August 2022)
28 days ago by @scadsfct
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2Pushing Optimal ABox Repair from ℰℒ Towards More Expressive Horn-DLs (Extended Version)
F. Baader, and F. Kriegel. LTCS-Report, 22-02. Chair of Automata Theory, Institute of Theoretical Computer Science, Technische Universität Dresden, Dresden, Germany, (2022)
2 days ago by @scadsfct
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publications (hide)97
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1Freiheit und Kalkül. Die Politik der Algorithmen

1Description Logics that Count, and What They Can and Cannot Count (Extended Abstract)

1Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists

1Computational identification of HCV neutralizing antibodies with a common HCDR3 disulfide bond motif in the antibody repertoires of infected individuals

1Inter-InnoLab collaboration: An investigation of the diversity and interconnection among Innovation Laboratories

1Genetic architecture of subcortical brain structures in 38,851 individuals

1Hyperbolic Busemann Learning with ideal prototypes

1Rosetta design with co-evolutionary information retains protein function

1A collection of deep learning-based feature-free approaches for characterizing single-objective continuous fitness landscapes

1Digitale Transformationen von Öffentlichkeit. Ausgangspunkte und Horizonte einer transdisziplinären Perspektivbildung

1Automated algorithm selection in single-objective continuous optimization: A comparative study of deep learning and landscape analysis methods

1Epitope-focused immunogen design based on the ebolavirus glycoprotein HR2-MPER region

1Computational redesign of a fluorogen activating protein with Rosetta

1Deep learning as a competitive feature-free approach for automated algorithm selection on the traveling salesperson problem

1Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function

1Hydra: a method for strain-minimizing hyperbolic embedding of network- and distance-based data

1Towards feature-free automated algorithm selection for single-objective continuous black-box optimization

2SetQuence & SetOmic: Deep Set Transformers for Whole Genome and Exome Tumour Analysis

2SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics

2Pushing Optimal ABox Repair from ℰℒ Towards More Expressive Horn-DLs (Extended Version)

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