World's Best Scientists 2026 revealed!

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Computer Science

D-Index
44
Citations
11462
World Ranking
7431
National Ranking
364

Overview

Frank Klawonn is affiliated with the Helmholtz Centre for Infection Research in Germany and has a research portfolio primarily centered in the field of Medicine, with a significant focus on Epidemiology, Infectious Diseases, Artificial Intelligence, Neurology, and Molecular Biology.

Their recent scientific papers include investigations into viral infections, therapeutic approaches, and microbiome data analysis. Key publications are:

  • Focusing on severe infections with the respiratory syncytial virus (RSV) in adults: Risk factors, symptomatology and clinical course compared to influenza A / B and the original SARS-CoV-2 strain, 2023, Journal of Clinical Virology
  • CAR-T Cells Targeting Epstein-Barr Virus gp350 Validated in a Humanized Mouse Model of EBV Infection and Lymphoproliferative Disease, 2020, Molecular Therapy - Oncolytics
  • A publicly accessible database for Clostridioides difficile genome sequences supports tracing of transmission chains and epidemics, 2020, Microbial Genomics
  • Data Analysis Strategies for Microbiome Studies in Human Populations-a Systematic Review of Current Practice, 2021, mSystems
  • Self-reported Tinnitus and Vertigo or Dizziness in a Cohort of Adult Long COVID Patients, 2022, Frontiers in Neurology

The scientist collaborates frequently with several coauthors, including Stefan Holdenrieder, Georg Hoffmann, Kai Vahldiek, Frank Müller, and Alexandra Dopfer-Jablonka, reflecting an active engagement in multidisciplinary research teams.

Frank Klawonn has contributed to book publications as well, notably:

  • Guide to Intelligent Data Science, Springer International Publishing, 2020
  • Introduction to Computer Graphics, Undergraduate topics in computer science, 2023

Their research topics span:

  • Long-Term Effects of COVID-19
  • Congenital Heart Disease Studies
  • COVID-19 and Mental Health
  • SARS-CoV-2 and COVID-19 Research
  • Immune Cell Function and Interaction
  • Clinical Laboratory Practices and Quality Control
  • Time Series Analysis and Forecasting

Frequent publication venues for their research include:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • Journal of Laboratory Medicine
  • Journal of Clinical Medicine
  • Frontiers in Immunology
  • PLoS ONE

Best Publications

  • Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition

    V. J. Rayward-Smith;F. Hoppner;F. Klawonn;R. Kruse

  • Foundations of neuro-fuzzy systems

    Detlef Nauck;Frank Klawonn;Rudolf Kruse

  • Computational Intelligence: A Methodological Introduction

    Rudolf Kruse;Christian Borgelt;Christian Braune;Sanaz Mostaghim

  • Guide to Intelligent Data Analysis: How to Intelligently Make Sense of Real Data

    Michael R. Berthold;Christian Borgelt;Frank Hppner;Frank Klawonn

  • Similarity in fuzzy reasoning

    Frank Klawonn;Juan Luis Castro Peña

  • Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points

    Carla S. Möller-Levet;Frank Klawonn;Kwang-Hyun Cho;Olaf Wolkenhauer

  • Design of Fuzzy Controllers

    Kai Michels;Frank Klawonn;Rudolf Kruse;Andreas Nürnberger

  • Fuzzy Control: Fundamentals, Stability and Design of Fuzzy Controllers

    Kai Michels;Frank Klawonn;Rudolf Kruse;Andreas Nürnberger

  • Constructing a fuzzy controller from data

    Frank Klawonn;Rudolf Kruse

  • Equality relations as a basis for fuzzy control

    F. Klawonn;R. Kruse

  • Fuzzy points, fuzzy relations and fuzzy functions

    Frank Klawonn

  • What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier

    Frank Klawonn;Frank Höppner

  • Fuzzy sets and vague environments

    Frank Klawonn

  • Neuronale Netze und Fuzzy-Systeme

    Detlef Nauck;Frank Klawonn;Rudolf Kruse

  • The LasB Elastase of Pseudomonas aeruginosa Acts in Concert with Alkaline Protease AprA To Prevent Flagellin-Mediated Immune Recognition

    Fiordiligie Casilag;Anne Lorenz;Jonas Krueger;Frank Klawonn

  • Improved fuzzy partitions for fuzzy regression models

    Frank Höppner;Frank Klawonn

  • Finding Informative Rules in Interval Sequences

    Frank Höppner;Frank Klawonn

  • A contribution to convergence theory of fuzzy c-means and derivatives

    F. Hoppner;F. Klawonn

  • Modifications of genetic algorithms for designing and optimizing fuzzy controllers

    J. Kinzel;F. Klawonn;R. Kruse

  • Introduction to Computer Graphics : Using Java 2D and 3D

    Frank Klawonn

  • High-Resolution Taxonomic Profiling of the Subgingival Microbiome for Biomarker Discovery and Periodontitis Diagnosis

    Szymon P. Szafranski;Melissa L. Wos-Oxley;Ramiro Vilchez-Vargas;Ruy Jáuregui

Frequent Co-Authors

Rudolf Kruse
Rudolf Kruse Otto-von-Guericke University Magdeburg
Michael R. Berthold
Michael R. Berthold University of Konstanz
Susanne Häussler
Susanne Häussler Helmholtz Centre for Infection Research
Manfred Nimtz
Manfred Nimtz Helmholtz Centre for Infection Research
Klaus Schughart
Klaus Schughart Helmholtz Centre for Infection Research
Lars Zender
Lars Zender German Cancer Research Center
Alice C. McHardy
Alice C. McHardy Helmholtz Centre for Infection Research
Pascal Felber
Pascal Felber University of Neuchâtel
Dieter Jahn
Dieter Jahn Technische Universität Braunschweig

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