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Overview of publications Publications

358 publications found

2020

A Systematic Literature Review of Machine Learning-Based Disease Profiling and Personalized Treatment

Ricardo Buettner, Florian Klenk, Marc Ebert

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2020

Overview of Machine Learning Approaches Applied in Disease Profiling

Ricardo Buettner, Tarik Kuri, Andreas Feist, Jannik Hudak

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2020

A Systematic Literature Review of Research in the Surgical Field of Medical Robotics

Ricardo Buettner, Alena Renner, Anna Boos

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2020

A Systematic Literature Review of Computer Support for Surgical Interventions

Ricardo Buettner, Kai Wannenwetsch, Daniel Loskan

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2020

Adverse selection in the German Health Insurance System - the case of civil servants

Christian Bührer, Stefan Fetzer, Christian Hagist

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2020

Towards Fast and Understandable Computations: Which "And"- and "Or"-Operations Can Be Represented by the Fastest (i.e., 1-Layer) Neural Networks? Which Activations Functions Allow Such Representations?

Orsolya Csiszár, K. Alvarez, J. Urenda, G. Csiszár, J. Dombi, G. Eigner, V. Kreinovich

2020

Structure-property relationship of multi-component iron-oxide nanowires by means of atom probe tomography, analytic microscopy and nonlinear mechanics

Orsolya Csiszár, G. Csiszár, H. Solodenko, R. Lawitzki, W. Ma, C. Everett

2020

Why Squashing Functions in Multi-Layer Neural Networks

Orsolya Csiszár, J. C. Urenda, G. Csiszár, J. Dombi, O. Kosheleva, V. Kreinovich, G. Eigner

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2020

Natural Invariance Explains Empirical Success of Specifific Membership Functions

Orsolya Csiszár, J. Urenda, G. Csiszár, J. Dombi, G. Eigner

2020

Interpretable Neural Networks Based on Continuous-Valued Logic and Multicriteria Decision Operators

Orsolya Csiszár, G. Csiszár, J. Dombi

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