Manfred Rössle

According to our database, Manfred Rössle authored at least 17 papers between 1999 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Quantifying football player value: a novel combined rating and ML ensemble approach for predicting top players.

Marco Klaiber, Manfred Rössle

J. Big Data, December, 2026

2025

Dynamic Descriptive Analytics in Football: A Case Study with Retrieval-Augmented Generation for Structured Data.

Ioannis Tzikas, Samuel Didovic, Felix Gerschner, Manfred Rössle, Andreas Theissler, Marco Klaiber

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

A Capsule Network-Based Hybrid Model for Lung Nodule Detection.

Christoph Mattmann, Dominik Hahn, Marco Klaiber, Sören Wagner, Marc Fernandes, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

Simultaneous Identification and Classification of Lung Nodules in CT Images - A Hierarchical Network Approach.

Dominik Hahn, Christoph Mattmann, Marco Klaiber, Sören Wagner, Marc Fernandes, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

A Novel Approach to Automated Live-Ticker Generation in Football: Using Large Language Models and Audio Data.

James Anurathan, Manfred Rössle, Marco Klaiber

Proceedings of the 13th International Conference on Sport Sciences Research and Technology Support, 2025

2024

Extraction of Measurement Device Information on an ESP32 Microcontroller: TinyML for Image Processing.

Jonas Paul, Lukas Schmid, Marco Klaiber, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Federated Learning for Sound Data: Accurate Fan Noise Classification with a Multi-Microphone Setup.

Kim Niklas Neuhäusler, Nico Harald Wittek, Marco Klaiber, Felix Gerschner, Marc Fernandes, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Monitoring Applications with Sound Data: A Systematic Literature Review on Sound Classification with Transfer Learning.

Fabian Klärer, Jonas Werner, Marco Klaiber, Felix Gerschner, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

COVID-19 and its early Diagnosis: A Systematic Literature Review of SOTA Machine Learning Approaches.

Sophia Kärger, Marco Klaiber, Felix Gerschner, Marc Fernandes, Manfred Rössle

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Querying Football Matches for Event Data: Towards Using Large Language Models.

Alexander Schilling, James Anurathan, Johannes Mühlberger, Felix Gerschner, Manfred Rössle, Andreas Theissler, Marco Klaiber

Proceedings of the Sports Analytics - First International Conference, 2024

2023

The 10 most popular Concept Drift Algorithms: An overview and optimization potentials.

Marco Klaiber, Manfred Rössle, Andreas Theissler

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Design and prototype development of an AI-based application for predictive maintenance using smart device and airborne noise data.

Michael Hirschmiller, Kevin Schlosser, Manfred Rössle, Marc Fernandes

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2019

A Concept of an Interactive Web-Based Machine Learning Tool for Individual Machine and Production Monitoring.

Marina Burdack, Manfred Rössle

Proceedings of the Intelligent Decision Technologies 2019, 2019

High-performance exclusion of schizophrenia using a novel machine learning method on EEG data.

Ricardo Buettner, Michael Hirschmiller, Kevin Schlosser, Manfred Rössle, Marc Fernandes, Ingo J. Timm

Proceedings of the 2019 IEEE International Conference on E-health Networking, 2019

2016

Cloud-Basierte Optimierung von Fahrzeugbetriebsstrategien durch Clustering mit Genetischen Algorithmen.

Natalia Ogulenko, Sören Frey, Jens Nahm, Manfred Rössle

Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016

2012

Servicemanagement in Cloud-Umgebungen - Einsatz und Möglichkeiten von Metaservices.

Rainer Schmidt, Michael Möhring, Christian Koot, Manfred Rössle

HMD Prax. Wirtsch., 2012

1999

Flussorientierte Logistik und integrierte Standardsoftware: eine Kompatibilitätsanalyse am Beispiel SAP R/3.

Manfred Rössle

PhD thesis, 1999