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Markus Rosenfelder

 

 

Phone: +49 761 203-2395 
Fax: +49 761 203-2395 
E-Mail: markus.dumdummymyrosenfelder@is.uni-dudummymmyfreiburg.de
Office hours
On appointment
   
Activities
IT Technician for the Faculty of Economic Sciences
Teaching

SS 2019

  • Seminar: Introduction into Programming: Python Programming through practical Examples
  • Workshop for PHDs: Web-scraping in Python
WS 2018/19
  • Exercise: Wirtschaftsinformatik für die Unternehmensführung: “Optimization and Simulation”
  • Seminar: Data Analytics in R and Python
SS 2018
  • Exercise: Business Intelligence
  • Seminar: Business Intelligence in R and Python
Education  
     
10/2015 - 05/2018

Master of Science in Volkswirtschaftslehre, Albert-Ludwigs-Universität Freiburg
Thesis: „Rising High: Improving Real Estate Valuation with 3D City Models and Spatial Analytics“

  10/2012 - 10/2015

Bachelor of Science in Volkswirtschaftslehre, Albert-Ludwigs Universität Freiburg
Thesis: „Geo-spatial analysis of different car types in free-floating carsharing | Betreuer: Prof. Dr. Neumann

     
Additional Activities
     

10/2017 – 02/2018

Student assistant at the chair of Information Systems, Albert-Ludwigs-Universität
Tutor for„Management of Information Systems: Einführung in die Wirtschaftsinformatik“

10/2016 – 12/2017

Working student at Geospin GmbH
Programming in the field of geographical data science 

  02/2013 – 12/2017

Student assistant at the chair of Information Systems, Albert-Ludwigs-Universität
IT and system administration

     
Supervised Theses
 
  • Deep Learning in Real Estate: Using Convolutional Neural Networks to improve Real Estate Valuations
  • Machine Learning for Predictive Policing: Spatio-temporal Data Analysis of Criminal Hotspots
  • Creating knowledge by mining multi-source big data in transport. Case study in Thessaloniki 
  • Creating an Edge: Predicting Stock Prices with Sentiment Analysis
  • Maschinelles Lernen: Probabilistische Methoden in der wirtschaftlichen Anwendung
  • Applied Machine Learning in Economics: Predicting Real Estate Prices in Munich
  • Spatio-temporal Modeling: Analyzing Street Crime in Detroit
  • Failed Cities: Spatial Analysis of Street Crime in Detroit
  • Data Mining: Hyperparameter Optimization for Real Estate Prediction Models

 

 Scientific Publications



Talks

Years: 2019
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    2019

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    • Gust G, Brandt T, Koppius O, Feuerriegel S, Rosenfelder M, Kaulich A, Neumann D
      Leveraging the Third Dimension: Opportunities and Guidelines for 3D Analytics
      2019 Winter Conference on Business Analytics (WCBA 2019), Snowbird, Utah, March 07-09, 2019

    Conference papers

    Years: 2019
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      2019

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      • Rosenfelder M, Gust G, Neumann D
        Decision Support for Real Estate Investors: Improving Real Estate Valuation with 3D City Models and Points of Interest
        2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany
      Credits: SILK Icons by http://www.famfamfam.com/lab/icons/silk/