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Anthony Stein, M.Sc.

Stein_neu

Wiss. Mitarbeiter

E-Mail: anthony.stein@informatik.uni-augsburg.de
Telefon: +49 821 598 - 46 28
Fax: +49 821 598 - 46 27
Raum: 503
Sprechzeiten: nach Vereinbarung
Hausanschrift: Eichleitnerstr. 30
86159 Augsburg


RESEARCH INTERESTS:

My research is mainly concerned with the usage of Learning Classifier Systems (LCS), a family of evolutionary rule-based online machine learning algorithms, to strengthen the self-learning property of OC systems. I pursue the aim of unlocking the strong potential this learning paradigm exhibits. Therefore, I am enhancing its algorithmic structure toward a more proactive means of gathering new knowledge and, thus, building up an interpretable knowledge base.   

Beside my research focus, I'm also very interested in:

  • Further Evolutionary Machine Learning algorithms (GP, CGP, etc.)
  • Machine Learning in general and its unsolved challenges
  • Computational Intelligence in general 
  • Organic Computing, Autonomic Computing and general Self-* Systems

PUBLICATIONS:

Please follow this link to my publication page

TEACHING:

  • Winter 2018 Lecture: Fundamentals of Organic Computing/Grundlagen des Organic Computing (Bachelor)
  • Summer 2018 Seminars: Nature-inspired Algorithms and Multiagent Systems/Naturanaloge Algorithmen und Multiagentensysteme (Master) & Self-Organisation in Distributed Systems/Selbstorganisation in verteilten Systemen (Bachelor)
  • Winter 2017 Lab/Lecture (p.p.): Fundamentals of Organic Computing/Grundlagen des Organic Computing (Bachelor)
  • Summer 2017 Lab: Organic Computing II (Master)
  • Winter 2016 Lab/Lecture (p.p.): Fundamentals of Organic Computing/Grundlagen des Organic Computing (Bachelor)
  • Summer 2016 Seminars: Nature-inspired Algorithms and Multiagent Systems/Naturanaloge Algorithmen und Multiagentensysteme (Master) & Self-Organisation in Distributed Systems/Selbstorganisation in verteilten Systemen (Bachelor)
  • Winter 2015 Lab/Lecture (p.p.): Fundamentals of Organic Computing/Grundlagen des Organic Computing (Bachelor)
  • Summer 2015 Lab: Advanced Operating Systems/Weiterführende Betriebssystemkonzepte (Master)
  • Winter 2014 Lab/Lecture (p.p.): Peer-to-Peer and Cloud Computing (Master)

WORKSHOP ORGANIZATION:

  • 22nd International Workshop on Learning Classifier Systems (IWLCS 2019), to be held at GECCO 2019 in Prague, Czech Republic (website)
  • Intelligent Systems Workshop - 7th Edition in the Series on Autonomously Learning and Optimising Systems (SAOS 2019), to be held at ARCS Conference 2019 in Copenhagen, Denmark (website)
  • 21st International Workshop on Learning Classifier Systems (IWLCS 2018), held at GECCO 2018 in Kyoto, Japan (website)
  • 6th International Workshop on Self-Optimisation in Autonomic and Organic Computing Systems (SAOS 2018), to be held at ARCS Conference 2018 in Braunschweig, Germany (website)
  • 5th International Workshop on Self-Optimisation in Autonomic and Organic Computing Systems (SAOS 2017), to be held at ARCS Conference 2017 in Vienna, Austria (website)

SESSION CHAIRING:

  • Session on `Machine Learning and Applications' at the International Joint Conference on Computational Intelligence (IJCCI 2017), Funchal, Madeira-Portugal, 2017

REVIEWING:

Journals:

  • ACM Transactions on Autonomous and Adaptive Systems (TAAS)

Conferences:

  • IEEE Congress on Evolutionary Computation (CEC 2019) and its Special Session on New Directions in Evolutionary Machine Learning
  • Genetic and Evolutionary Computation Conference (GECCO) Program Committee Member of the Evolutionary Machine Learning (EML) Track, since 2018
  • Subreviewer for International Conference on Autonomic Computing (ICAC 2016)
  • Subreviewer for International Conference on Architecture of Computing Systems (ARCS 2015)

Workshops:

  • 1. Workshop on Evaluations and Measurements in Self-Aware Computing Systems (EMSAC 2019)
  • International Workshop on Learning Classifier Systems (IWLCS) @ GECCO, since 2018
  • International Workshop on Self-Improving System Integration (SISSY) @ SASO/ICAC, since 2016
  • International Workshop on Self-Optimisation in Autonomic and Organic Computing Systems (SAOS) @ARCS, since 2016

Others:

  • Member of the Reviewing Committee for the book: Organic Computing - Technical Systems for Survival in the Real World, Birkhäuser, 2017

MEMBERSHIPS:

  • Special Interest Group Organic Computing, Gesellschaft für Informatik (GI)
  • Institute of Electrical and Electronics Engineers (IEEE)
  • Association for Computing Machinery (ACM)
  • Institute for Systems and Technologies of Information, Control and Communication (INSTICC)

CERTIFICATES & ADVANCED EDUCATIONS:

  • `Machine Learning and Data Mining with R', Certificate of the Ludwig-Maximilian University Munich (LMU München)
  • `Academic Teaching', Certificate of the Bavarian Universities, ProfiLehrePlus

FUNDING:

  • Travel Grant of the Germany Academic Exchange Service (DAAD) for the Participation on the World Congress on Computational Intelligence (WCCI 2016) in Vancouver, Canada, 2016