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Workshop on Active Learning (Applications and Foundations) @ i-Know Conference

Time: 
October 18, 2016 - 08:45 - October 19, 2016 - 18:45
Location: 
Graz, Austria
Event type: 
Workshop
Contact: 
Edwin Lughofer

Advances in Knowledge-Based Technologies Summer 2016, 1

Time: 
June 29, 2016 - 09:00 - 12:00
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: Monday, 27 June 2016, 17:00
  • Submission of final papers: Monday, 27 June 2016, 17:00
  • Submission of presentations: Monday, 27 June 2016, 17:00
  • Download of abstracts available: Monday,  4 July 2016, 17:00

Program

Session 1. Chair: Bernhard Moser

9:00 A. Kogler:
  Efficient and Robust Median-of-Means Algorithms for Location and Regression
9:30 J. Hernández:
  Nature Inspired Optimization Algorithms

Session 2. Chair: Susanne Saminger-Platz

10:15 W. Zellinger:
  Transfer Learning with Deep Neural Networks for Regression Problems
10:45 B. Moser:
  On Preserving Metric Properties of Integrate-and-Fire Sampling

 

Vorführ- und Mitmach-Station in der Langen Nacht der Forschung 2016

Shorttext: 

Vorführ- und Mitmach-Station in der Langen Nacht der Forschung 2016

Time: 
April 22, 2016 - 17:00 - 23:00
Contact: 
Robert Pollak
Description: 

Schon zum vierten Mal präsentiert das FLLL eine Vorführ- und Mitmach-Station in der Langen Nacht der Forschung. Diesmal lautet das Thema:

Wo ist mein Lieblingskeks?

Kann ein Computer wie ein Mensch Gesehenes bewerten und unterscheiden? Das FLLL beschäftigt sich mit dieser Frage nicht nur theoretisch, sondern auch in industriellen Problemstellungen. Als spielerisches Beispiel bringen wir an dieser Station einem Computer gemeinsam bei, mit Open-Source-Software Kekssorten zu erkennen und zu unterscheiden und werfen einen Blick auf die dazu im Programm verwendeten Methoden.

Das FLLL-Team in der Langen Nacht der Forschung 2016

geokonzept

Short-Text: 

Developing a forest navigation and mapping solution.

Contact: 

Robert Pollak

We took part in the evaluation phase of different 2D laserscan hardware and suitable simultaneous localization and mapping (SLAM) algorithms.

Current Switch: 
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Special Issue "Online Real-Time Learning Strategies for Data Streams" @ NeuroComputing

Time: 
June 1, 2016 - 16:00 - December 31, 2016 - 16:00
Location: 
NeuroComputing
Event type: 
Workshop
Contact: 
Edwin Lughofer

Advances in Knowledge-Based Technologies Winter 2015/2016, 2

Time: 
January 29, 2016 - 09:00 - 12:00
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: Wednesday, 27 January 2016, 17:00
  • Submission of final papers: Wednesday, 27 January 2016, 17:00
  • Submission of presentations: Wednesday, 27 January 2016, 17:00
  • Download of abstracts available: Monday, 1 February 2016, 17:00

Program

Chair: Susanne Saminger-Platz

9:00 T. Grubinger & G. Chasparis:
  Online Transfer Learning for Climate Control in Residential Buildings

 

Advances in Knowledge-Based Technologies Winter 2015/2016, 1

Time: 
November 18, 2015 - 09:00 - 12:00
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: Monday, 16 November 2015, 17:00
  • Submission of final papers: Monday, 16 November 2015, 17:00
  • Submission of presentations: Monday, 16 November 2015, 17:00
  • Download of abstracts available: Monday, 23 November 2015, 17:00

Program

Chair: Susanne Saminger-Platz

9:00 Reinhard Stumptner:
  Adaptive Flood Forecasting for Small Catchment Areas
9:30 Thomas Hoch:
  Predict the total travel time of taxi trips based on their initial partial trajectories

 

mvControl (IKT of the Future)

Short-Text: 

Generating process feedback from heterogeneous data sources in quality control

The goal of this three-years project under the scope of "IKT of the Future" funding line by FFG is to develop machine learning methods based on system identification, time-series models, causal relations and classifiers that merge all the heterogeneous data sources to automatically determine potential cause(s) for defects.
Additionally, changes in the process can be detected and monitored, before they actually
cause defects. This requires research on the following topics:

Partner: 

Profactor (Coordinator)
Stratec Biomedical

 

Current Switch: 
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Recent Advances and New Challenges in Evolving Fuzzy Systems

Time: 
January 15, 2016 - 17:00
Location: 
Vancouver, Canada
Event type: 
Workshop
Contact: 
Edwin Lughofer

TransLearn (Strategic Research Project)

Short-Text: 

Transfer learning with soft computing models for regression problems.

The basic task is in this strategic research project in collaboration with SCCH is to transfer knowledge from one or a number of original source tasks to one or more similar target tasks with little training data available for each, while achieving robust and consistent models. Thereby, the following related variants for transfer and representation learning should be considered throughout the project:

Partner: 
Current Switch: 
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