Andreas Metzger

Andreas Metzger

Universität Duisburg-Essen

H-index: 34

Europe-Germany

About Andreas Metzger

Andreas Metzger, With an exceptional h-index of 34 and a recent h-index of 20 (since 2020), a distinguished researcher at Universität Duisburg-Essen, specializes in the field of software engineering, adaptive systems, machine learning, variability management.

His recent articles reflect a diverse array of research interests and contributions to the field:

ArchiMate Extension to Value Co-creation: The Smart Airport Case Study

Explainable Online Reinforcement Learning for Adaptive Systems

Towards the decentralized coordination of multiple self-adaptive systems

Design of a Next-Generation Interoperable Cognitive Port Solution

Variance of ML-based software fault predictors: are we really improving fault prediction?

Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring

An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-Oriented Systems

A user study on explainable online reinforcement learning for adaptive systems

Andreas Metzger Information

University

Position

paluno

Citations(all)

4592

Citations(since 2020)

1489

Cited By

3657

hIndex(all)

34

hIndex(since 2020)

20

i10Index(all)

89

i10Index(since 2020)

41

Email

University Profile Page

Universität Duisburg-Essen

Google Scholar

View Google Scholar Profile

Andreas Metzger Skills & Research Interests

software engineering

adaptive systems

machine learning

variability management

Top articles of Andreas Metzger

Title

Journal

Author(s)

Publication Date

ArchiMate Extension to Value Co-creation: The Smart Airport Case Study

Christophe Feltus

Henderik A Proper

Andreas Metzger

Juan Francisco Garcia López

2023/11/15

Explainable Online Reinforcement Learning for Adaptive Systems

Felix Feit

Andreas Metzger

Klaus Pohl

2023

Towards the decentralized coordination of multiple self-adaptive systems

Paul-Andrei Dragan

Andreas Metzger

Klaus Pohl

2023/9/25

Design of a Next-Generation Interoperable Cognitive Port Solution

Andreu Belsa Pellicer

Matilde Julian Segui

Achilleas Marinakis

Anastasios Nikolakopoulos

Vrettos Moulos

...

2022/6/20

Variance of ML-based software fault predictors: are we really improving fault prediction?

Xhulja Shahini

Domenic Bubel

Andreas Metzger

2023/9/6

Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring

Information Systems

Andreas Metzger

Tristan Kley

Aristide Rothweiler

Klaus Pohl

2023/9/1

An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-Oriented Systems

Andreas Metzger

Jone Bartel

Jan Laufer

2023/11/20

A user study on explainable online reinforcement learning for adaptive systems

arXiv preprint arXiv:2307.04098

Andreas Metzger

Jan Laufer

Felix Feit

Klaus Pohl

2023/7/9

Technologies and Applications for Big Data Value

Edward Curry

Sören Auer

Arne J Berre

Andreas Metzger

Maria S Perez

...

2022/4/29

Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration

Computing

Andreas Metzger

Clément Quinton

Zoltán Ádám Mann

Luciano Baresi

Klaus Pohl

2022/3/1

Cost-optimized, data-protection-aware offloading between an edge data center and the cloud

IEEE Transactions on Services Computing

Zoltán Ádám Mann

Andreas Metzger

Johannes Prade

Robert Seidl

Klaus Pohl

2022/1/25

Data quality issues in online reinforcement learning for self-adaptive systems (keynote)

Andreas Metzger

2022/11/7

Explaining online reinforcement learning decisions of self-adaptive systems

Felix Feit

Andreas Metzger

Klaus Pohl

2022/9/19

Data Sharing Spaces: The BDVA Perspective

Edward Curry

Tuomo Tuikka

Andreas Metzger

Sonja Zillner

Natalie Bertels

...

2022/7/22

Recognition of Formal and Non-formal Training in Data Science

The Elements of Big Data Value

Ernestina Menasalvas

Nik Swoboda

Ana Moreno

Andreas Metzger

Aristide Rothweiler

...

2021/6/30

The ENACT approach

DevOps for Trustworthy Smart IoT Systems

Nicolas Ferry

Hui Song

Erkuden Rios

Andreas Metzger

2021/7/6

The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem

Edward Curry

Andreas Metzger

Sonja Zillner

Jean-Christophe Pazzaglia

Ana García Robles

2021

The European big data value ecosystem

The Elements of Big Data Value

Edward Curry

Andreas Metzger

Sonja Zillner

Jean-Christophe Pazzaglia

Ana García Robles

...

2021/6/30

Towards cognitive ports of the future

Santiago Cáceres

Francisco Valverde

Carlos E Palau

Andreu Belsa Pellicer

Christos A Gizelis

...

2021/7/1

Feature-Modell-geführtes Online Reinforcement Learning für Selbst-adaptive Systeme

Andreas Metzger

Clément Quinton

Zoltán Mann

Luciano Baresi

Klaus Pohl

2021

See List of Professors in Andreas Metzger University(Universität Duisburg-Essen)

Co-Authors

H-index: 90
Frank Leymann

Frank Leymann

Universität Stuttgart

H-index: 64
Carlo Ghezzi

Carlo Ghezzi

Politecnico di Milano

H-index: 56
Klaus Pohl

Klaus Pohl

Universität Duisburg-Essen

H-index: 51
Patrick Heymans

Patrick Heymans

Université de Namur

H-index: 49
Wilhelm Hasselbring

Wilhelm Hasselbring

Christian-Albrechts-Universität zu Kiel

H-index: 45
Philipp Leitner

Philipp Leitner

Chalmers tekniska högskola

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