Communication Technologies 2 - Machine Learning: Applications and Algorithms
Creditability:
- Informatics-master course: 4 SWS
- Electrical engineering-master course: 4 SWS
- Master Program Electrical Communication Engineering: 4 SWS (lecture + laboratory practical training) (only if you started your study before 2024)
Units:
Each Thursday 11:00 AM - 12:30 AM
Kind of lecture:
Programming and presentations
Language:
By arrangement
Target audience:
- Informatics - Technical informatics
- Electrical engineering - Telecommunications
- Master Program Electrical Communication Engineering (only if you started your study before 2024)
Requirements:
- Basic knowledge of software prototyping
Topics:
The lecture contents i.a. following topics:
- Advanced and actuall topics of machine learning and data mining
- Usage of algorithms for machine learning, like:
- Activity Recognition II: Evaluation metrics / Instance based vs. Pattern based evaluation
- Time Series Segmentation Algorithms
- Alignment Algorithms for Context Prediction
- WiFi Fingerprinting
- Dead Reckoning / Multi Sensor Data Fusion
- Attention Management Systems
- Gaussian Mixture Models
- Home Automation
- Introduction in the writing of scientific papers
- Writing of scientific publications, presentations and programming
Practical Training:
The laboratory practical training "Communication Technologies 2" is integrated in this event.
Registration
The registration is mandatory and done via HISPOS, it's possible from September on.
We are adding the students which got a seat to the Moodle course.
Start of the lecture
16.10.2025, 11:00 a.m., room -1605
Place and time
On Thursdays:
room -1605, 11:00 - 12:30 am, in case of need until 2:00 pm