700.370 (20S) Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation

Sommersemester 2020

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Erster Termin der LV
13.03.2020 10:00 - 12:00 B04.2.210 IST Meetingroom Off Campus
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Überblick

Lehrende/r
LV-Titel englisch
Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation
LV-Art
Vorlesung-Seminar (prüfungsimmanente LV )
Semesterstunde/n
2.0
ECTS-Anrechnungspunkte
4.0
Anmeldungen
10 (20 max.)
Organisationseinheit
Unterrichtssprache
Englisch
LV-Beginn
13.03.2020
eLearning
zum Moodle-Kurs

Zeit und Ort

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LV-Beschreibung

Intendierte Lernergebnisse

In this seminar, students will get familiar with selected fundamentals of Self-Driving Vehicles. In particular, each student will deeply study one or more papers related to a subject related to data mining and/or pattern recognition in the frame of self-driving vehicles.

Lehrmethodik inkl. Einsatz von eLearning-Tools

GLOBAL PLAN:

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1) Kick-Off Meeting (at Semester begin): introductory presentation,  topics selection by the student, brief overview of related papers and documents.

2) Intermediate presentations (after 3 Weeks): here students present their global plannings and their first rough ideas. A related feedback is provided.

3) Final presentations: 1st-2nd week of June 

4) Final paper/report submission: around last week of June or first half of July

Inhalt/e

Selected topics (not exhaustive):
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#  Learning Driver Behavior Models from Traffic Observations for DecisionMaking and Planning

#  Driver Behavior Profiling Using Smartphones

#  Modeling the Driving Behavior of Electric VehiclesUsing Smartphones and Neural Networks

# The Impact of an Anticipatory Eco-Driver Assistant System in Different Complex DrivingSituations on the Driver Behavior

#  Velocity-Based Driver Intent Inference at Urban Intersections in the Presence of Preceding Vehicles

#  The Attentive Co-Pilot: Towards a Proactive Biologically-Inspired Advanced Driver Assistance System.




 


Prüfungsinformationen

Im Fall von online durchgeführten Prüfungen sind die Standards zu beachten, die die technischen Geräte der Studierenden erfüllen müssen, um an diesen Prüfungen teilnehmen zu können.

Beurteilungsschema

Note Benotungsschema

Position im Curriculum

  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Fach: Information and Communications Engineering: Supplements (NC, ASR) (Wahlfach)
      • Wahl aus dem LV-Katalog (Anhang 4) ( 0.0h VK, VO, KU / 14.0 ECTS)
        • 700.370 Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h VS / 4.0 ECTS)
  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Fach: Technical Complements (NC, ASR) (Wahlfach)
      • Wahl aus dem LV-Katalog (Anhang 5) ( 0.0h VK, VO, KU / 12.0 ECTS)
        • 700.370 Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h VS / 4.0 ECTS)
  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Fach: Information and Communications Engineering: Supplements (NC, ASR) (Wahlfach)
      • Wahl aus dem LV-Katalog (Anhang 4) ( 0.0h VK, VO, KU / 14.0 ECTS)
        • 700.370 Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h VS / 4.0 ECTS)
  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Fach: Technical Complements (NC, ASR) (Wahlfach)
      • Wahl aus dem LV-Katalog (Anhang 5) ( 0.0h VK, VO, KU / 12.0 ECTS)
        • 700.370 Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h VS / 4.0 ECTS)

Gleichwertige Lehrveranstaltungen im Sinne der Prüfungsantrittszählung

Sommersemester 2021
  • 700.370 VS Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h / 4.0ECTS)
Sommersemester 2019
  • 700.370 SE Seminar on Data Science in Intelligent Transportation (2.0h / 3.0ECTS)
Sommersemester 2017
  • 700.370 SE Seminar on Data mining and Pattern Recognition in Intelligent Vehicle Technologies (2.0h / 4.0ECTS)
Sommersemester 2016
  • 700.370 SE Seminar on Data mining and Pattern Recognition in Intelligent Vehicle Technologies (2.0h / 4.0ECTS)
Sommersemester 2015
  • 700.370 SE Seminar on Data mining and Pattern Recognition in Intelligent Vehicle Technologies (2.0h / 4.0ECTS)
Sommersemester 2014
  • 700.370 SE Seminar on Data mining and Pattern Recognition in Intelligent Vehicle Technologies (2.0h / 4.0ECTS)
Sommersemester 2013
  • 700.370 SE Seminar on Pattern Recognition in Intelligent Vehicle Technologies (2.0h / 4.0ECTS)