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Anomaly Detection in Phase Currents of Drives

November 23, 2020 by Edwin Lughofer
Short-Text: 

Subproject in Next Generation Drive and Actuator Systems (Strategic Research Project)

Contact: 

Edwin Lughofer, Susanne Saminger-Platz

Partner: 

LCM

Current Switch: 
1

Geometry Classification of Electrical Drives

August 24, 2020 by Edwin Lughofer
Short-Text: 

Subproject in Next Generation Drive and Actuator Systems (Strategic Research Project)

Contact: 

Edwin Lughofer, Susanne Saminger-Platz

Partner: 

LCM

Current Switch: 
1

MeetMath

June 17, 2020 by Robert Pollak
Short-Text: 

Mathematics courseware for business administration and economics

Contact: 

Erich Peter Klement, Susanne Saminger-Platz

MeetMath: Mathematics courseware for business administration and economics - a project supported by the Austrian Ministry of Education, Science and Culture.

Current Switch: 
0

IML-EFS (FWF-Project)

March 3, 2020 by Edwin Lughofer
Short-Text: 

Interactive Machine Learning with Evolving Fuzzy Systems

Contact: 

Edwin Lughofer, Paulo Vitor De Campos Souza

The central goal of this project is to develop methods enabling advanced interaction (and
communication) between humans and evolving soft computing models (especially Evolving (neuro-)fuzzy systems) in an ongoing on-line, incremental learning context, where knowledge changes, expansion, and contraction in the model(s) are realized by an on-going adaptation with both, data and human input (=> hybrid modeling paradigm).

This should be ideally constituted in a way such that the communication is as economic and as

Partner: 

None, Basic Research Project (FWF)

Current Switch: 
1

Advances in Knowledge-Based Technologies Summer 2019/20, 2

Shorttext: 

Advances in Knowledge-Based Technologies Summer 2019/20, 2

Time: 
February 7, 2020 - 09:00 - 11:00
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Edwin Lughofer (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.
 

Dates and deadlines:

  • Submission of titles: Tuesday, 4 February 2020, 17:00
  • Submission of final papers: Tuesday, 4 February 2020, 17:00
  • Submission of presentations: Tuesday, 4 February 2020, 17:00
  • Download of abstracts available: Tuesday, 11 February 2020, 17:00

 

Program

Session 1. Chair: Susanne Saminger-Platz

09:00 Lisa Ehrlinger:
  Automating Data Quality Measurement with
Tools: State-of-the-Art and Future Potential
09:30 Michal Lewandowski:
  Towards a ReLU network based distance for comparing GANs with small samples

Session 2. Chair: Bernhard Moser

10:00   Florian Sobieczky:
  Some graph-representations of manufacturing process data applied to anomaly detection

 

 

Advances in Knowledge-Based Technologies Summer 2019/20, 1

Shorttext: 

Advances in Knowledge-Based Technologies Summer 2019/20, 1

Time: 
December 13, 2019 - 09:00 - 12:00
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Edwin Lughofer (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Tuesday, 10 December 2019, 17:00
  • Submission of final papers: Tuesday, 10 December 2019, 17:00
  • Submission of presentations: Tuesday, 10 December 2019, 17:00
  • Download of abstracts available: Tuesday, 17 December 2019, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

09:00 Katrin Treitinger:
  Transfer Learning with Fuzzy Systems
09:30 Florian Sobieczky:
  Accuracy vs. fidelity of explainable AI in the presence of an
interpretable base model

Session 2. Chair: Bernhard Moser

10:00   Werner Zellinger:
  Mathematics of Deep Learning: Insights from the Oberwolfach Seminar

 

 

Advances in Knowledge-Based Technologies Summer 2019, 2

Shorttext: 

Advances in Knowledge-Based Technologies Summer 2019, 2

Time: 
July 1, 2019 - 09:00 - 12:00
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Edwin Lughofer (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Wednesday,  26 June 2019, 17:00
  • Submission of final papers: Wednesday,  26 June 2019, 17:00
  • Submission of presentations: Wednesday,  26 June 2019, 17:00
  • Download of abstracts available: Thursday, 04. July 2019, 17:00

 

Program

Session 1. Chair: Susanne Saminger-Platz

09:00 Laura Peham:
  Deep Learning Approaches to OCT-Image Classification
for Technical Materials
09:30 Werner Zellinger:
  Moment-Based Domain Adaptation: Learning
Bounds and Algorithms

Coffee Break: 10:00 - 10:15

Session 2. Chair: Bernhard Moser

10:15 Florian Sobieczky:
  Explainable AI in the case of Learning Problems with an
Interpretable Base Model

 

 

Advances in Knowledge-Based Technologies Summer 2019, 1

Shorttext: 

Advances in Knowledge-Based Technologies Summer 2019, 1

Time: 
May 3, 2019 - 09:00 - 12:00
Location: 
KG519 (Kopfgebäude, 5th Floor), Johannes Kepler University Linz
Event type: 
Seminar
Contact: 
Bernhard Moser and Edwin Lughofer (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Tuesday, 30 April 2019, 17:00
  • Submission of final papers: Tuesday, 30 April 2019, 17:00
  • Submission of presentations: Tuesday, 30 April 2019, 17:00
  • Download of abstracts available: Thursday, 08. May 2019, 17:00

 

Program

Session 1. Chair: Susanne Saminger-Platz

09:00 Ulrike Anlauf:
  The Steiner Tree Problem considering Obstacles
09:30 Laura Peham:
  Deep learning for advanced OCT image classification

Coffee Break: 10:00 - 10:15

Session 2. Chair: Bernhard Moser

10:15 Katrin Treitinger:
  Transfer Learning with Fuzzy Systems
10:45 Georgios C. Chasparis:
  Perturbed Learning Automata in Coordination Games
and Resource Allocation

 

 

Data-driven and Knowledge-Based Modeling for Blast Furnace Processes

February 18, 2019 by Edwin Lughofer
Short-Text: 

Data-driven and Knowledge-Based Modeling for Blast Furnace Processes (Multi-Firm Project)

Contact: 

Edwin Lughofer, Robert Pollak, Susanne Saminger-Platz

The main objectives of this project are grounded on the following intentions to be pursued within this project:

Partner: 

LCM
voestalpine Stahl GmbH

Current Switch: 
1

Advances in Knowledge-Based Technologies Winter 2018/2019, 2

Shorttext: 

Advances in Knowledge-Based Technologies Winter 2018/2019, 2

Time: 
January 30, 2019 - 15:00 - 17:00
Location: 
SCCH, Room 0/2, Meierhof, Softwarepark Hagenberg
Event type: 
Seminar
Contact: 
Bernhard Moser and Ciprian Zavoianu (organizers)
Description: 

The goal of the seminar is to provide a compact overview on the current topics of bachelor, master and PhD studies both at the FLLL and the SCCH, while giving students an opportunity to present their work and to practice presenting in English. The seminar is organized like a small conference with 20-30 minute talks, discussions, chairmen, coffee breaks, abstracts, etc. . For more information and download of proceedings, see the Advances in Knowledge-Based Technologies page.

Dates and deadlines:

  • Submission of titles: Friday, 25 January 2019, 12:00
  • Submission of final papers: Friday, 25 January 2019, 12:00
  • Submission of presentations: Friday 25 January 2019, 12:00
  • Download of abstracts available: Thursday, 31 January 2019, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

15:00 G. Raju:
  What's Wrong with Convolution Neural Networks
15:30 M. Kumar:
  Fuzzy Theoretic Nonparametric Deep Learning
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