Copyright:
/
/
Prof. Dr.-Ing. habil.
Sven Tomforde
Languages:
German
English
France
Contact me for:
Cooperations with companies
Cooperations for scientists
Purposes of doctorate
Lectures
Evaluations
Contact:
Administration
Edit
Delete
German
English
France
Cooperations with companies
Cooperations for scientists
Purposes of doctorate
Lectures
Evaluations
Administration
Edit
Delete
Personal data
Short description
Professor of Intelligent Systems at the Institute of Computer Science at CAU in Kiel. Research in the area of intelligent systems and machine learning with a focus on learning at runtime of the system. Main techniques from the areas of reinforcement learning (for control decisions), anomaly/novelty detection (detection of possibly dangerous situations but also wear and tear, etc.), transfer and active learning (i.e. efficient involvement of humans in learning processes as well as self-modeling of own knowledge). Furthermore experttise in classification problems as well as deep learning.
Education
Habilitation in Computer Science (Uni Augsburg, 2016)
Doctorate in engineering (Leibniz Uni Hannover, 2011)
Master of Computer Science (Leibniz Uni Hannover and Uni Bristol, 2007)
Experience
Professor (2019 - ongoing)
Private lecturer and research group leader (2016 - 2019)
Substitute Professor (2018 - 2019)
Research data
Research level
Professor
Area of research
Energy engineering
,
Climate protection & Resources
,
Research topic
a) Design of intelligent (energy) systems
b) Reinforcement learning (for control decisions)
c) Anomaly/Novelty Detection (runtime monitoring)
d) Transfer Learning (knowledge transfer between systems, cold start problem)
e) Active Learning (i.e. efficient involvement of humans in learning processes as well as self-modeling of own knowledge
f) Classification problems as well as deep learning
Research institute
Christian-Albrechts-University of Kiel
Research institute location
Kiel
Department
Faculty of Technology
Institution
Computer Science
Chair
Intelligent systems
