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Open Position for "Graduate Project Assistant"

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Open PhD Position in Statistical Learning Theory and Copula Modeling

The Institute of Mathematical Methods in Medicine and Data Based Modeling invites application for the following open position:

 

Graduate Project Assistant (must hold a Diploma/Master’s degree)

for a 40-hour/week position at the Institute of Mathematical Methods in Medicine and Data Based Modeling, to March 31, 2022 (with an option to extend)

 

Job Reference Number: 4468

 

Job Duties:

Open PhD and Post-Doc Position "Interactive Machine Learning with Evolving Fuzzy Systems"

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Open PhD and Post-Doc Position "Interactive Machine Learning with Evolving Fuzzy Systems"

     Open 30-Hours Week PhD and Full-Time Post-Doc Position      

Edited Book "Predictive Maintenance in Dynamic Systems"

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Edited Book "Predictive Maintenance in Dynamic Systems" released (Springer, NY)

The edited book
"Predictive Maintenance in Dynamic Systems - Advanced Methods, Decision Support Tools and Real-World Applications"
 
by the editors Edwin Lughofer and Moamar Sayed-Mouchaweh
 

Featured Article for Front Cover @ Analytica Chimica Acta

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Featured Article for Front Cover @ Analytica Chimica Acta

The paper
"Calibration Model Maintenance in Melamine Resin Production: Integrating Drift Detection, Smart Sample Selection and Model Adaptation"
 
by the authors
 
Ramin Nikzad-Langerodi, Edwin Lughofer, Carlos Cernuda, Thomas Reischer, Wolfgang Kantner, Marcin Pawliczek and Markus Brandstetter
 

Open PhD Position "Advanced Multi-Objective Optimization Techniques for Design Automatization of Circuits and Electrical Drives"

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Open PhD Position  "Advanced Multi-Objective Optimization Techniques for Design Automatization of Circuits and Electrical Drives"

The Department of Knowledge-Based Mathematical Systems (FLLL) at the Johannes Kepler University Linz (JKU) is offering a PhD position for a junior researcher in the field of design automatization based on evolutionary optimization techniques for the tuning of circuits and topology optimization of electrical drives.
 

New in the team: Laura Peham

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New in the team: Laura Peham

Since April 2017, Laura Peham is supporting us in the ongoing industry project of Chrome Coating Inspection for Heidenhain . Welcome aboard!

Best Paper Award @ IEEE Intelligent Systems 2016 Conference

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Best Paper Award @ IEEE Intelligent Systems 2016 Conference

The paper entitled
"Advanced Linguistic Explanations of Classifier Decisions for Users' Annotation Support"
 
by the authors
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger and Thomas Radauer
(in collaboration with Profactor GmbH and Sony DADC)
 

Open Position "Advanced Chemometrics for Industrial Processes"

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Open Position  "Advanced Chemometrics for Industrial Processes"

The Department of Knowledge-Based Mathematical Systems (FLLL) at the Johannes Kepler University Linz (JKU) is offering a position for an experienced researcher, Junior as well as Senior, in the field of statistical and data-driven modeling with a specific emphasis on advanced Chemometrics for the supervision of industrial processes.
 

Keynote Speech

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Keynote Speech at the IEEE EAIS 2016 Conference

A keynote speech at the IEEE 2016 Conference on Evolving and Adaptive Intelligent Systems, Natal, Brazil will be held on 24th of May 2016 about

 
Recent Advances in Evolving Fuzzy Systems and in Their Application to On-line Quality Control and Predictive Maintenance
including a panel discussion on Open Challenges and Future Research Directions
 

Open PhD Position

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Open PhD Position in "Transfer Learning"

The Department of Knowledge-Based Mathematical Systems (FLLL) at the Johannes Kepler University Linz and the Software Competence Center Hagenberg (SCCH) are offering a PhD position in the field of transfer learning with soft computing models for regression problems.
The basic task 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

Neue Themenangebote für Bachelor-/Masterarbeiten

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Neue Themenangebote für Bachelor-/Masterarbeiten
 
 

 

 

Ausschreibung

Bachelor-/Masterarbeiten

 
Am Institut für Wissenbasierte Mathematische Systeme wird die Betreuung von Bachelorarbeiten (Studiengang Technische Mathematik) bzw. Masterarbeiten (Studiengang Computermathematik) angeboten.
 
Die Bearbeitung einer Fragestellung ist in folgenden Bereichen möglich:
 

Keynote Speech

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Keynote Speech at the FCTA 2015 Conference

A keynote speech at the 7th International Conference on Fuzzy Computation Theory and Applications, Lissabon, Portugal will be held on 12th of November 2015 about
 
Evolving Fuzzy Systems - Fundamentals, Reliability, Stability, Interpretability, Useability and Applications
 
please click here for further information

Ausschreibung Projektmitarbeit im Sommer 2015

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Mitarbeit bei FWF-Projekt "Neue Perspektiven auf residuierte Halbordnungen" möglich.

Seit Jänner 2015 ist am Institut für Wissenbasierte Mathematische Systeme ein internationales FWF-Projekt zum Thema „Neue Perspektiven auf residuierte Halbordnungen” angesiedelt.

Im Rahmen dieses Projektes ist die Mitarbeit bei einem der beiden folgenden Forschungsthemen möglich:

  1. Grundlagen der Fuzzylogik: Wir befassen uns mit einem Verfahren zur Bestimmung von Strukturen, die bei der Modellierung in der Fuzzylogik Verwendung finden.

Jobs für Studierende / Student jobs

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Jobs für Studierende / Student jobs

Seit vielen Jahren bietet unser Institut Mathematik-Lehrveranstaltungen für Studierende der Technischen Mathematik, Informatik, Mechatronik, Informationselektronik, Kunststofftechnik und Wirtschaftswissenschaften an.
 

Open PhD Position

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Open PhD Position (Transfer Learning)

The Department of Knowledge-based Mathematical Systems at the Johannes Kepler University Linz in collaboration with the Software Competence Center Hagenberg (SCCH) is offering a PhD position in the field of "transfer learning", a specific research direction within the field of machine learning and data-driven modeling.

Best Paper Award @ IFAC MIM 2013

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Best Paper Award @ IFAC MIM 2013

Francisco Serdio recieved the Best Paper Award at the IFAC Conference on Manufacturing, Modelling, Management and Control (IFAC MIM) 2013 in Saint Petersburg for the outstanding paper

Condition Monitoring at Rolling Mills with Data-Driven Residual-Based Fault Detection
by Francisco Serdio, Edwin Lughofer, Thomas Buchegger, Kurt Pichler and Hajrudin Efendic
 

Partner of the granted 'IKT of the Future'-Project "useML"

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Partner of the granted 'IKT of the Future'-Project  "useML"

Our department is a scientific partner
of the granted IKT of the Future-Project

"useML - Improving the Usability of Machine Learning in Industrial Inspection Systems"
 
Coordination: Profactor
Partners:  MIBA, Sony DADC Austria

Book 'Learning in Non-Stationary Environments' released (Springer, New York)

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Book 'Learning in Non-Stationary Environments' released (Springer, New York)

The book Learning in Non-Stationary Environments: Methods and Applications offers a wide-ranging, comprehensive review of recent developments and important methodologies from renowned international researchers in the field of incremental learning and evolving methods for handling increased system complexity, state changes, new upcoming operation modes and dynamic environmental influences.

Verena Schlager received an Erwin Wenzl Award

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Verena Schlager received an Erwin Wenzl Award.

Verena Schlager received an Erwin Wenzl Award (Anerkennungspreis) for her Master Thesis "Coherence Probe Microscopy 3D Image Processing" on November 14, 2011.

 

The JKU campus offices of our Department move into Science Park II.

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The JKU campus offices of our Department move into Science Park II.

The offices of the Department of Knowledge-Based Mathematical Systems which are located on the JKU campus in Linz will move from the Kopfgebäude to the new Science Park II building, also located at the JKU Campus across the Altenbergerstraße. As of August 22, 2001, you can find us on the 6th floor in the Science Park II.

Open PhD Position

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Open PhD Position (Fault Detection with Data-Driven Models)

The Department of Knowledge-based Mathematical Systems’ at the Johannes Kepler University Linz is offering a PhD position in the field of fault detection and diagnosis with data-driven process models based on system identification, soft computing and machine learning techniques.

pureImage 2011.05 released

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pureImage 2011.05 released

We are proud to announce the third public release of pureImage.

Open PhD Position

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Open PhD Position (Soft Computing Methods)

The Department of Knowledge-based Mathematical Systems at the Johannes Kepler University Linz (Austria) is offering a PhD position in the field of performance optimization in the design of electrical drives with soft computing and data-driven methods.

The basic task is to enhance the currently available techniques for initial design process parameter optimization specified by customers, in order to obtain an optimal cost-performance ratio of the electrical drives.

Monography on 'Evolving Fuzzy Systems' released (Springer Berlin)

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Monography on 'Evolving Fuzzy Systems' released (Springer Berlin)

Evolving fuzzy systems (EFS) are a powerful tool to cope with changing system dynamics, new operating conditions, varying human behaviors or environmental influences, as they are able to automatically adapt parameters and expand their structure, allowing on-line real-time modeling from data streams. In a wider sense, as they are able to permanently learn in dynamic enviroments and extending their 'memory' on-the-fly, they can be seen as a contribution to computational resp. artificial intelligence.

pureImage 2010.12 released

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pureImage 2010.12 with core 1.1.0 released

After passing its first public beta test at Science night 2010, the next release of pureImage finally is released.

This release contains lots of fixed issues, as well as a number of new features:

* Addition of variable arguments to be used when a plug-in should handle multiple argument types.
* The `Runtime` provides a registry mechanism for properties.
* API cleanup of plug-in interface, `Runtime` and `BaseApplication`.

K-Project "PAC" started

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K-Project "PAC" started 

PAC = Process Analytical Chemistry - Data Acquisition and Data Processing
Coordination: Recendt Partners: over 10 industrial partners from chemical industry, over 10 scientific national and international partners, for further information click here
Topics: Chemometric Modeling, Statistics, Data-Driven Modeling, Machine Learning, Incremental Techniques, Calibration, Quantification, Prediction, Anomaly Detection

pureImage 1.0.0 released

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pureImage 1.0.0 released

The first public release of pureImage, version 1.0.0, has been made available under the terms of the GPL v3 today.

After more than one year of development, five seminar and workshop presentations, countless discussions about architecture, and 432 revisions, we finally are convinced that pureImage is stable enough for its first release.

pureImage is a plug-in development framework that provides a common plug-in interface, generic data structures, and a uniform workflow managed by a runtime environment.

Open PostDoc Position

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Open PostDoc Position

The Johannes Kepler University Linz (Austria) invites applications for a fulltime, tenure-track research and teaching position at the Department of Knowledge-Based Mathematical Systems available October 1, 2010. Appointees will be expected to teach, pursue their research and perform department and university service.

Required qualifications: PhD (or equivalent) in Mathematics or Computer Science, demonstrated achievements or potential for excellence in research, teaching, and professional service.

Bilateral FWF/DFG Project 'Interpretable and Reliable Evolving Fuzzy Systems (IREFS)' started

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Bilateral FWF/DFG Project 'Interpretable and Reliable Evolving Fuzzy Systems (IREFS)' started

This bilateral research project between our department and the
Knowledge Engineering & Bioinformatics Department

PhD-Position ‘Machine Learning and Data Mining Methods for High-Dimensional Spectral Data’

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PhD position in the field of chemometric modeling

The basic task is to develop enhanced methods for chemometric calibration models, which are used in the field of process analytic chemistry in order to perform automatic quantification of concentrations of relevant chemical substances. Apart from aiming at accurate quantification statements, other important goals include anomaly detection, prediction of future states and convergence of batch processes.

Partner of the granted K-Project "Process Analytical Chemistry - Data Acquisition and Data Processing"

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Partner of the granted K-Project
"PAC - Data Acquisition and Data Processing"

Our department is a scientific partner in the granted K-Project
"Process Analytical Chemistry - Data Acquisition and Data Processing"
Coordination: UAR 
Partners: over 10 industrial partners from chemical industry, over 10 scientific national and international partners, for further information click here

Partner in new Christian Doppler Laboratorium CDL-MS-MACH

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Partner in new Christian Doppler Laboratorium CDL-MS-MACH

Our department is a scientific partner in the new Christian Doppler Laboratorium CDL-MS-MACH - CD-Labor für mikroskopische und spektroskopische Materialcharakterisierung, head: David Stifter, ZONA, JKU.

"Talentförderungsprämie" goes to Susanne Saminger-Platz

Susanne Saminger-Platz has been awarded a "Talentförderungsprämie" in the category Science by the Upper Austrian government. The ceremony took place Tuesday, November 17, 10 am.

The Governor of Upper Austria, Dr. Josef Pühringer, congratulates Dr. Susanne Saminger-Platz.

FWF project has been started

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New FWF project has been started

FWF project "Image Similarity based on the Discrepancy Norm" has been started on October 1st, 2009, in co-operation with our research parner SCCH.