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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

 

Advances in Knowledge-Based Technologies Summer 2017, 2

Time: 
June 28, 2017 - 09:30 - 12:00
Location: 
FLLL, Room S3 048, Science Park 3, 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: Wednesday, 21 June 2017, 17:00
  • Submission of final papers: Wednesday, 21 June 2017, 17:00
  • Submission of presentations: Wednesday, 21 June 2017, 17:00
  • Download of abstracts available: Thursday, 29 June 2017, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

9:30 E. Lughofer:
  Incremental Rule Splitting in Generalized Evolving Fuzzy Regression Models
10:00 B. Moser:
  Quasi-Isometry Theory for Threshold-Based Sampling

Session 2. Chair: Bernhard Moser

10:45 M. Rossbory:
  Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning
11:15 R. Yakobenchuk:
  Image analysis of cytoskeletal network dynamics

 

Workshops an der KinderUni Linz: "Wovon Maschinen träumen"

Time: 
July 10, 2017 - 09:00 - July 11, 2017 - 12:30
Event type: 
Workshop
Contact: 
Werner Zellinger, Robert Pollak
Description: 

Zwei Workshops an der KinderUni Linz 2017 (10.7. und 11.7., 9:00 to 12:30):

Wovon Maschinen träumen - Experimente mit künstlichen Gehirnen

Gemeinsam experimentieren wir mit einem künstliches Gehirn, das Gegenstände oder unsere Gesichter auf Fotos erkennen kann. Wir helfen ihm zu lernen, testen es, "hacken" es und versuchen es in Merkspielen zu besiegen.
Kann das künstliche Gehirn denken? Ist es intelligenter als wir? Wie speichert es Erinnerungen? Kann es träumen?
 

Advances in Knowledge-Based Technologies Summer 2017, 1

Time: 
May 3, 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: Tuesday, 2 May 2017, 17:00
  • Submission of final papers: Tuesday, 2 May 2017, 17:00
  • Submission of presentations: Tuesday, 2 May 2017, 17:00
  • Download of abstracts available: Thursday, 4 May 2017, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

9:30 F. Sobieczky:
  Adaptive Model Predictive Control for the Domestic Energy Management Problem
10:00 W. Zellinger:
  Deep Learning Trends and ICLR2017 - With a Bias Towards Transfer Learning
10:30 A.-C. Zavoianu:
  Multi-Objective Topology Optimization of Electrical Machine Designs using Evolutionary Algorithms with Discrete and Real Encodings

 

Special Issue 'Advanced Soft Computing for Prognostic Health Management'

Time: 
June 1, 2017 - 12:00 - October 1, 2017 - 12:00
Location: 
Applied Soft Computing
Event type: 
Workshop
Contact: 
Edwin Lughofer

Fingerprint IV (BAIAS)

Short-Text: 

"Biometrical Algorithm for Integration of Area Sensors"

Contact: 

Biometric systems are used for person identification and access control.
In this project, algorithms developed for swipe sensors are adapted and extended to be used with area sensors.

Current Switch: 
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Special Issue 'Data Stream Mining and Soft Computing Applications'

Time: 
March 31, 2017 - 16:45
Location: 
Applied Soft Computing
Event type: 
Workshop
Contact: 
Edwin Lughofer

Advances in Knowledge-Based Technologies Winter 2016/2017, 2

Time: 
February 1, 2017 - 12:30 - 13:30
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, 25 January 2017, 17:00
  • Submission of final papers: Wednesday, 25 January 2017, 17:00
  • Submission of presentations: Wednesday, 25 January 2017, 17:00
  • Download of abstracts available: Wednesday, 1 February 2017, 17:00

Program

Chair: Susanne Saminger-Platz

12:30 J. Martinez-Gil:
  Talk on ''Accurate Semantic Similarity Measurement of Biomedical
  Nomenclature by means of Fuzzy Logic''
13:00 G. Badia:
  An Algebraic Characterization of the Variable Sharing Property

 

Advances in Knowledge-Based Technologies Winter 2016/2017, 1

Time: 
November 18, 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, 16 November 2016, 17:00
  • Submission of final papers: Wednesday, 16 November 2016, 17:00
  • Submission of presentations: Wednesday, 16 November 2016, 17:00
  • Download of abstracts available: Wednesday, 23 November 2016, 17:00

Program

Session 1. Chair: Susanne Saminger-Platz

9:00 B. Moser:
  Similarity Recovery from Threshold-Based Sampling beyond Bandlimitedness
9:30 J. De Jesus Arias-Garcia:
  Supermodular quasi-copulas

Session 2. Chair: Bernhard Moser

10:15 W. Zellinger:
  Central Moment Discrepancy for Domain-Invariant Representation Learning
10:45 L. Paoletti:
  Top-k Matching Queries for Filter-Based Profile Matching in Knowledge Bases

 

FuzzleBot

Short-Text: 

Autonomous vehicles, learning and reacting to traffic signs

For Lange Nacht der Forschung 2012, we have built two autonomous vehicles, the FuzzleBots. One of them is a Fischertechnik caterpillar, the other a Lego truck. Via the mounted cameras and on-board machine learning algorithms, these vehicles can learn to detect hand-drawn traffic signs, differentiate between them, and react to them by moving, turning or stopping correspondingly.

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