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PhD: AI for automated input representation optimization for time series

The Human Resources Strategy for Researchers
14 Feb 2024

Job Information

Organisation/Company
KU Leuven
Research Field
Engineering
Researcher Profile
First Stage Researcher (R1)
Country
Belgium
Application Deadline
Type of Contract
Temporary
Job Status
Full-time
Hours Per Week
38 hours/week
Is the job funded through the EU Research Framework Programme?
Not funded by an EU programme
Reference Number
BAP-2024-74
Is the Job related to staff position within a Research Infrastructure?
No

Offer Description

This job opening covers a PhD position (4 years) at the STADIUS-BIOMED group of the Electrical Engineering Dept. ESAT of KU Leuven (Belgium) in the frame of the AI initiative of the Flemish Government. The goal of this research is to develop new machine learning methods for automated selection and optimization of input representations and views of time series, with an application focus on (but not limited to) biomedical signal processing. The quality of the methods can be validated on EEG-based attention decoding tasks and/or cardiac abnormality detection.

Requirements

Research Field
Engineering
Education Level
Master Degree or equivalent
Languages
ENGLISH
Level
Good
Research Field
Engineering
Years of Research Experience
None

Additional Information

Benefits
  • A funded PhD scholarship
  • An exciting interdisciplinary research environment
  • A KU Leuven affiliation, Europe's most innovative university and 7th in the world (Reuters)
  • The possibility to take part in international conferences and collaborations
  • A competitive salary

Eligibility criteria

You have a master's degree in engineering with a background in any of the following domains: electrical or mathematical engineering, biomedical engineering, computer science, information technology, artificial intelligence, signal processing (or a similar degree with an equivalent academic level). 
You like mathematics and you have a solid mathematically-oriented background
You have a genuine interest in algorithms and methodologies for machine learning, artificial intelligence, and signal processing
You obtained good grades in courses related to the topics relevant to this PhD position
You are able to do independent research (demonstrated by, e.g., excellent grades on a MSc thesis, etc.)
You have a critical mindset
You have an excellent proficiency in the English language (both speaking and writing)

Selection process

Interested applicants should submit:- a motivation letter with a statement of skills and research interests- a curriculum vitae- a transcript of followed courses + grades- the names and contact information of 2 references
!!! Important note: motivation letters are free format except for 2 required paragraphs:1) Reason(s) why I am interested in this particular position: [write reasons here]2) Facts or examples that demonstrate that I satisfy the listed requirements: [write reasons here]
The application deadline is 15 April 2024, but earlier applications are encouraged and will be considered as soon as they are received. The position can be closed earlier in case a suitable candidate has been found.
You can apply for this job no later than 15/04/2024 via the online application tool

Work Location(s)

Number of offers available
1
Company/Institute
KU Leuven
Country
Belgium
State/Province
Vlaams Brabant
City
Leuven
Postal Code
3000
Street
Leuven
Geofield

Contact

State/Province
Leuven
City
Vlaams Brabant
Street
Leuven
Postal Code
3000