186.844 Introduction to Pattern Recognition
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2020W, VO, 2.0h, 3.0EC
TUWEL

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VO Lecture
  • Format: Distance Learning

Learning outcomes

After successful completion of the course, students are able to design, realize, and evaluate simple pattern recognition systems, in particular regression, binary and multiclass classification, and clustering.

Subject of course

  • Design of pattern recognition systems
  • Features: extraction, selection, reduction, PCA
  • Regression and classification, k-Nearest Neighbors
  • Bayes theorem
  • Linear discriminants, Perceptron
  • Neural networks
  • Decision trees
  • Markov models
  • Evaluation of pattern recognition systems
  • Clustering

Teaching methods

  • ATTENTION: registration in TISS is mandatory to access TUWEL course!
  • Lecture will be done via distance learning
  • Content will be presented with the help of videos and slides
  • TUWEL (online e-learning portal of TU Wien) will be used to:
    • answer open questions regarding the content
    • provide all necessary materials (videos, slides, etc.)

Mode of examination

Written

Additional information

  25 hours of Lecture (distance learning -> videos, slides)
+ 50 hours of preparations for the exam
---------------------------------------
= 75 hours ~ 3 ECTS

 

Lecturers

Institute

Examination modalities

Two-hour written exam; three dates per term. Exam at the end of term (main exam) will be done in a lecture hall. Secoundary exams will be online.

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Tue14:00 - 16:0005.10.2021 More info in the related TUWEL coursewritten01.09.2021 14:00 - 04.10.2021 14:00TISS[Online Prüfung] 4. Nebentermin (Stoffsemester WS 2020)
Tue14:00 - 16:0030.11.2021 More info in the related TUWEL coursewritten01.11.2021 14:00 - 29.11.2021 14:00TISS[Online Prüfung] 5. Nebentermin (Stoffsemester WS 2020)
Mon14:00 - 16:0017.01.2022 More Infos in the related TUWEL coursewritten06.12.2021 14:00 - 14.01.2022 14:00TISS[Online Prüfung] Haupttermin (Stoffsemester W2021)

Course registration

Begin End Deregistration end
04.09.2020 12:00 31.12.2020 00:00 03.01.2021 00:00

Curricula

Study CodeSemesterPrecon.Info
033 532 Media Informatics and Visual Computing 5. SemesterSTEOP
Course requires the completion of the introductory and orientation phase
033 533 Medical Informatics STEOP
Course requires the completion of the introductory and orientation phase
033 535 Computer Engineering STEOP
Course requires the completion of the introductory and orientation phase
066 453 Biomedical Engineering STEOP
Course requires the completion of the introductory and orientation phase

Literature

The slides of the lectures will be avaiable. Additional literature for certain topics will be recommenden during the lectures.

Preceding courses

Accompanying courses

Miscellaneous

Language

German