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teaching:le-ki2-ws14 [2014/08/25 14:03] – created gkazhoya | teaching:le-ki2-ws14 [2014/10/08 09:30] – yfang | ||
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|< 100% 33% 66%>| | |< 100% 33% 66%>| | ||
- | ^Dauer^6 SWS^ | + | ^Dauer^4 SWS^ |
^Art^Vorlesung mit Übung^ | ^Art^Vorlesung mit Übung^ | ||
^Semester^WS2014^ | ^Semester^WS2014^ | ||
- | ^Vortragende^Prof. Michael Beetz, Daniel Nyga, Dr. Hagen Langer, Dr. Moritz Tenorth^ | + | ^Vortragende^Prof. Michael Beetz, Daniel Nyga^ |
^Übungsleitung^Yuen Fang, Asil Bozcuoglu, Fereshta Yazdani^ | ^Übungsleitung^Yuen Fang, Asil Bozcuoglu, Fereshta Yazdani^ | ||
- | ^Sprache^Deutsch^ | + | ^Sprache^Deutsch |
- | ^Termine^TBA, Vorlesung, Ort: TBA^ | + | ^Termine^TVorlesung, Ort: Do, 14:00-16:00 Uhr, TAB 0.31^ |
- | ^Übung^TBA, Übung, Ort: TBA^ | + | ^Übung^Übung, |
- | ^Bemerkungen^Vorlesungsbeginn: | + | ^Bemerkungen^Vorlesungsbeginn: |
Organizational Issues and Materials can be found at our | Organizational Issues and Materials can be found at our | ||
- | [[https:// | + | [[https:// |
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Wissensakquisition entspricht in weiten Grenzen der Systemanalyse, | Wissensakquisition entspricht in weiten Grenzen der Systemanalyse, | ||
+ | ====== Inhalte ====== | ||
+ | |||
+ | * Probabilistische Wissensverarbeitung | ||
+ | * Wahrscheinlichkeitstheorie | ||
+ | * Bayes' | ||
+ | *Markov-Netze | ||
+ | * Probabilistisches Schließen über die Zeit | ||
+ | * Hidden Markov Models (HMM) | ||
+ | * Conditional Random Fields (CRF) | ||
+ | | ||
+ | * Statistical Relational Learning | ||
+ | * Markov Logic Networks (MLN) | ||
+ | |||
+ | * Ensemble-basierte Lernalgorithmen | ||
+ | * Adaptive Boosting (AdaBoost) | ||
+ | * Random Forests | ||
+ | |||
+ | * Wissensverarbeitung im World Wide Web | ||
+ | * Beschreibungslogik (DL) | ||
+ | * Web Ontology Language (OWL) | ||
+ | * Unstructured Information Management |
Prof. Dr. hc. Michael Beetz PhD
Head of Institute
Contact via
Andrea Cowley
assistant to Prof. Beetz
ai-office@cs.uni-bremen.de
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