700.370 (22S) Seminar on Data Analytics in Intelligent Transportation
Überblick
Weitere Informationen zum Lehrbetrieb vor Ort finden Sie unter: https://www.aau.at/corona.
- Lehrende/r
- LV-Titel englisch Seminar on Data Analytics in Intelligent Transportation
- LV-Art Seminar (prüfungsimmanente LV )
- LV-Modell Blended-Learning-Lehrveranstaltung
- Online-Anteil 70%
- Semesterstunde/n 2.0
- ECTS-Anrechnungspunkte 3.0
- Anmeldungen 7 (20 max.)
- Organisationseinheit
- Unterrichtssprache Englisch
- LV-Beginn 09.03.2022
- eLearning zum Moodle-Kurs
Zeit und Ort
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:
###########
1) Kick-Off Meeting (at Semester begin): introductory presentation, topics selection by the student, brief overview of related papers and documents.
1) A comprehensive Tutorial Part on "Fundamentals of DATA ANALYTICS" (3-4 sessions at semester beginn)
2) Intermediate presentations (after 3-4 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):
###########################
# Learning Driver Behavior Models from Traffic Observations for DecisionMaking and Planning
# Driver Behavior Profiling Using Smartphones
# Modeling the Driving Behavior of Electric Vehicles Using Smartphones and Neural Networks
# The Impact of an Anticipatory Eco-Driver Assistant System in Different Complex Driving Situations 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
Beurteilungsschema
Note BenotungsschemaPosition im Curriculum
- Bachelorstudium Informationstechnik
(SKZ: 289, Version: 17W.1)
-
Fach: Bachelorarbeit Ingenieurwissenschaften
(Pflichtfach)
-
13a.1 Seminar aus dem Bereich Ingenieurwissenschaften (
2.0h SE / 3.0 ECTS)
- 700.370 Seminar on Data Analytics in Intelligent Transportation (2.0h SE / 3.0 ECTS) Absolvierung im 6. Semester empfohlen
-
13a.1 Seminar aus dem Bereich Ingenieurwissenschaften (
2.0h SE / 3.0 ECTS)
-
Fach: Bachelorarbeit Ingenieurwissenschaften
(Pflichtfach)
- 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 in Intelligent Transportation (2.0h SE / 3.0 ECTS)
-
Wahl aus dem LV-Katalog (Anhang 5) (
0.0h VK, VO, KU / 12.0 ECTS)
-
Fach: Technical Complements (NC, ASR)
(Wahlfach)
- 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 in Intelligent Transportation (2.0h SE / 3.0 ECTS)
-
Wahl aus dem LV-Katalog (Anhang 5) (
0.0h VK, VO, KU / 12.0 ECTS)
-
Fach: Technical Complements (NC, ASR)
(Wahlfach)
Gleichwertige Lehrveranstaltungen im Sinne der Prüfungsantrittszählung
-
Sommersemester 2024
- 700.370 SE Seminar in LLM (large language models) application for Data Analytics in Intelligent Transportation (2.0h / 3.0ECTS)
-
Sommersemester 2021
- 700.370 VS Seminar on "DATA ANALYTICS" and "PATTERN RECOGNITION" in Intelligent Transportation (2.0h / 4.0ECTS)
-
Sommersemester 2020
- 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)