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Advances in Knowledge-Based Technologies Winter 2018/2019, 1

Time: 
November 28, 2018 - 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, 26 November 2018, 17:00
  • Submission of final papers: Monday, 26 November 2018, 17:00
  • Submission of presentations: Monday 26 November 2018, 17:00
  • Download of abstracts available: Thursday, 28 November 2018, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

10:00 W. Zellinger:
  The Moment Adaptation Problem
10:30 P. Traxler:
  Event Prediction using Perceptron Like Algorithms: First Insights/Results

Topology Optimization and Enhanced Issues in Electrical Drive Design

Short-Text: 

Topology Optimization and Enhanced Issues in Electrical Drive Design (Strategic Research Project)

Contact: 

Ciprian Zavoianu, Edwin Lughofer, Susanne Saminger-Platz

Partner: 

LCM

Current Switch: 
1

Smart Data Mining and Predictive Systems

Short-Text: 

Smart Data Mining and Predictive Systems (Multi-Firm Project)

The basic goal is to successfully apply methods and algorithms developed in the strategic project "Prediction and Adaptation" to various manufacturing systems, machining processes, energy production, conditioning systems etc.
Particular challenges are the hybridization of data-driven models with physical-oriented models, dealing with a very low number of target measurements, high-dimensionality of the learning problem and significant dynamic changes in the processes over time.

Partner: 

LCM

Current Switch: 
1

Prediction and Adaptation in Predictive Maintenance Systems (Strategic Project)

Short-Text: 

Strategic Project "Prediction and Adaptation" in Predictive Maintenance Systems

Basic research project to

  • improve current adaptive and evolving data-driven models in predictive maintenance (PdM) systems,
  • develop and improve automated process optimization techniques based on time-series forecast models,
  • perform enhanced anomaly detection for early recognition of arising problems,
  • develop new methods and algorithms for improved robustness, performance and useability of PdM models and optimization in dynamic processes.

 
 

Partner: 

LCM

Current Switch: 
1

Linz 2019 - 38th Linz Seminar on Fuzzy Set Theory

Time: 
February 5, 2019 (All day) - February 8, 2019 (All day)
Location: 
Linz, St. Magdalena
Event type: 
Seminar
Description: 

Advances in Knowledge-Based Technologies Summer 2018, 2

Time: 
July 4, 2018 - 09:00 - 12:00
Location: 
MT226, Science Park 1, JKU Campus, Linz
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, 02 July 2018, 17:00
  • Submission of final papers: Monday, 02 July 2018, 17:00
  • Submission of presentations: Monday 02 July 2018, 17:00
  • Download of abstracts available: Thursday, 05 July 2018, 17:00

Program

Session 1. Chair: Thomas Vetterlein

9:00 W. Zellinger:
  Moment Distances for Comparing High-Entropy Distributions
  with Application in Domain Adaptation
9:30 M. Zwick:
  Transfer Learning with Scenario-Invariant Time Series Analysis (ScITSA)
  for Cyclical Processes in Manufacturing

Session 2. Chair: Bernhard Moser

10:15 A-M. Meder:
  Optimization of Electrical Drives Using Deep Learning Techniques
10:45 L. Zhao:
  Deep Learning Based Trajectory Prediction and Anomaly Detection in Crowd

 

Advances in Knowledge-Based Technologies Summer 2018, 1

Time: 
April 20, 2018 - 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, 18 April 2018, 17:00
  • Submission of final papers: Wednesday, 18 April 2018, 17:00
  • Submission of presentations: Wednesday, 18 April 2018, 17:00
  • Download of abstracts available: Thursday, 26 April 2018, 17:00

Program

Session 1. Chair: Thomas Vetterlein

9:00 F. Sobieczky:
  Unimodularity of graphs for unbiased parameter estimation
9:30 G. Badia:
  Maximality of First-order Logics Based on Finite MTL-chain

Session 2. Chair: Bernhard Moser

10:15 U. Anlauf:
  The Steiner Tree Problem Considering Obstacles
10:35 A-M. Meder:
  Optimization of Electrical Drives Using Deep Learning Techniques

 

Lange Nacht der Forschung 2018

Shorttext: 
Time: 
April 13, 2018 - 17:00 - 23:00
Contact: 
Robert Pollak
Description: 

Wir nehmen an der Langen Nacht der Forschung 2018 teil. An unserer Station kann damit experimentiert werden, auf herkömmliche Art und mit Neuronalen Netzen Gegenstände zu unterscheiden, und wir werfen einen Blick auf die dazu in den Programmen verwendeten Methoden.

Advances in Knowledge-Based Technologies Winter 2017/2018, 2

Time: 
February 9, 2018 - 09:00 - 12:00
Location: 
S2 054, JKU Science Park, Linz
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, 7 February 2018, 17:00
  • Submission of final papers: Wednesday, 7 February 2018, 17:00
  • Submission of presentations: Wednesday, 7 February 2018, 17:00
  • Download of abstracts available: Thursday, 8 February 2018, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

9:00 B. Moser:
  On a Heisenberg-Type inequality relating Discrepancy Norm and Total Variation
9:30 N. Shepeleva:
  Removing Nuisance in Tracklet Data

Session 2. Chair: Bernhard Moser

10:15 U. Anlauf:
  The Steiner Tree Problem Considering Obstacles
10:45 A-M. Meder:
  Optimization of Electrical Drives Using Deep Learning Techniques

 

Advances in Knowledge-Based Technologies Winter 2017/2018, 1

Time: 
November 22, 2017 - 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, 15 November 2017, 17:00
  • Submission of final papers: Wednesday, 15 November 2017, 17:00
  • Submission of presentations: Wednesday, 15 November 2017, 17:00
  • Download of abstracts available: Thursday, 23 November 2017, 17:00

Program

Session 1. Chair: Bernhard Moser

9:00 F. Sobieczky:
  Statistical Depth
9:30 R. Nikzad-Langerodi:
  Domain – Invariant Partial Least Squares Regression: A Novel Calibration Transfer Paradigm
10:00 W. Zellinger:
  Unsupervised Domain Adaptation for Neural Networks via Moment Alignment

Session 2. Chair: Susanne Saminger-Platz

10:45 U. Anlauf:
  The Steiner Tree Problem Considering Obstacles
11:00 A-M. Meder:
  Optimization of Electrical Drives Using Deep Learning Techniques
11:15 T. Natschlaeger:
  Workflow for Criticality Assessment Applied in Biopharmaceutical Process Validation Stage 1

 

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