Department of Computer Science

20150911_fbinf_ludwig-melanie_profil.png (DE)

Melanie Ludwig (ehemalige Mitarbeiterin)

M.Sc./Forschung im Projekt "Stella: Effiziente Mobilität"/Schwerpunkte in den Projekten eTa und S4S

melanie.ludwig@h-brs.de

Unit

Melanie Ludwig

Research fields

  • Computergestützte Umsetzung und Analyse physiologischer Modelle, insbesondere im Bereich der Herzfrequenzanalyse
  • Trainingsmodellierung

Location

Sankt Augustin

Room

A 022.1

Address

Grantham-Allee 20

53757, Sankt Augustin

Telephone

+49 2241 865 235

Profile

Aufgabengebiete
  • Betreuung und Unterstützung von Übungen v.a. im Bereich der Theoretischen Informatik und in den Logischen Grundlagen
  • Forschung im Rahmen des S4S-Stella-Projektes
Promotionsvorhaben
  • Stipendiatin der Gleichstellungsstelle seit 2017
Promotionsvorhaben
Promovierende des GI

Curriculum vitae

seit 2015

Wissenschaftliche Mitarbeiterin und Promovendin an der Hochschule Bonn-Rhein-Sieg (in Kooperation mit der Univ. Mainz)

2015 - 2016

Lehrkraft für besondere Aufgaben an der Hochschule Bonn-Rhein-Sieg

2013 - 2015

Studium der Informatik mit Schwerpunkt Medizininformatik an der Hochschule Bonn-Rhein-Sieg (Abschluss: M.Sc.)

2011 - 2013

Studium der Biomathematik am Rhein-Ahr-Campus Remagen (Hochschule Koblenz; Abschluss: B.Sc.)

2008 - 2011

Studium der reinen Mathematik mit Nebenfach Philosophie an der Univ. Bonn

Memberships

Publications

2020
  • Alexander Asteroth, Melanie Ludwig, und Kevin Bach. Probabilistic Performance Profiling. In Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019). Band 1028 in Advances in Intelligent Systems and Computing, Seiten 123–131. Springer Nature Switzerland AG, 2020.
2019
  • Melanie Ludwig, Harald G. Grohganz, und Alexander Asteroth. A Convolution Model for Prediction of Physiological Responses to Physical Exercises. In Sport Science Research and Technology Support Information (icSPORTS 2016/2017), Band 975 in Communications in Computer and Information Science, Seiten 18–35. Springer Nature Switzerland AG, 2019.
  • Melanie Ludwig, Alexander Asteroth, Christian Rasche, und Mark Pfeiffer. Including the Past: Performance Modeling Using a Preload Concept by Means of the Fitness-Fatigue-Model. International Journal of Computer Science in Sport, 18(1):115–134, 2019.
  • Alexander Asteroth, und Melanie Ludwig. A Probabilisitc Model of Maximal Mean  Performance. 12th International Symposium on Computer Science in Sport (IACSS 2019), pages 6-7
2018
  • Melanie Ludwig, Katrin Hoffmann, Stefan Endler, Alexander Asteroth, und Josef Wiemeyer. Measurement, Prediction, and Control of Individual Heart Rate Responses to Exercise - Basics and Options forWearable Devices. Front. Physiol., 9(778), 2018.
2017
  • Melanie Ludwig, und Alexander Asteroth. Preload for a More Reasonable Performance Prediction with the Fitness FatigueModel. In 22nd annual Congress of the European College of Sport Science (ECSS 2017).
2016
  • Melanie Ludwig, Harald Grohganz, and Alexander Asteroth. A Convolution Model for Heart Rate Prediction in Physical Exercise. In Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support (icSPORTS 2016), pages 157-164
  • Melanie Ludwig, David Schaefer, and Alexander Asteroth. Training Simulation with Nothing but Training Data - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory. In Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support (icSPORTS 2016), pages 75-82
  • Melanie Ludwig and Alexander Asteroth. Predicting performance from outdoor cycling training with the fitness-fatigue model. In Proceedings dvs-Workshop Modelling in Endurance Sports, pages 3–6. KOPS – The Institutional Repository of the University of Konstanz, 2016. URI: http://nbn-resolving.de/urn:nbn:de:bsz:352-0-371586.
2015
  • Matthias Füller, Ashok Meenakshi Sundaram, Melanie Ludwig, Alexander Asteroth and Erwin Prassler. Modeling and Predicting the Human Heart Rate During Running Exercise, in Information and Communication Technologies for Ageing Well and e-Health, pages 106-125, Springer, 2015
  • David Schäfer, Alexander Asteroth, and Melanie Ludwig. Training plan evolution based on training models. International Symposium on Innovations in Intelligent Systems and Applications (INISTA), 2015
  • Melanie Ludwig, Ashok Meenakshi Sundaram, Matthias Füller, Alexander Asteroth, and Erwin Prassler. On modeling the cardiovascular system and predicting the human heart rate under strain. 1st International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AgeingWell-2015), pages 106–117, 2015