department of informatics

Michael Kaufmann

Michael Kaufmann's picture

Profile

About: 

I am a doctoral candidate researching in the areas of inductive (Likelihood-based) fuzzy logic applied to data analytics. The currently proposed area of application of my algorithms is marketing analytics. 

Publications:

• Kaufmann, M., Meier, A.: An Inductive Fuzzy Classification Approach applied to Individual Marketing, Internal Working Paper, University of Fribourg, 2008.

• Kaufmann M., Meier A.: An Inductive Fuzzy Classification Approach applied to Individual Marketing. The 28th North American Fuzzy Information Processing Society Annual Conference, June 2009, Cincinnati Ohio, USA
 
• Zumstein, D., Kaufmann, M.: A Fuzzy Web Analytics Model for Web Mining, In: Proc. of the IADIS Europ. Conference on Data Mining 2009 (MCCSIS), June 18-20, Algarve, Portugal, pp.59-66.
 
• Kaufmann M.: An Inductive Approach to Fuzzy Marketing Analytics. The 13th IASTED International Conference on Artificial Intelligence and Soft Computing, September 2009, Palma de Mallorca, Spain, pp. 107 - 112
 
• Zumstein, D., Meier, A., Kaufmann, M.: Erfolgsmessung von NPOWebplattformen, In: Fachzeitschrift für Verbands- und Nonprofit-Management (VM), 35. Jg., 3/2009.
 
• Kaufmann M., Graf C.: Inductive Fuzzy Classification for Analytic CRM. In: Meier A. & Donzé L. (Eds.), Handbook of Research in Fuzzy Methods for Marketing and CRM (2012)

 

Contacts

Full Name: 
Michael Alexander Kaufmann
Current Position: 
Doctoral Candidate
eMail: 
michael.kaufmann@unifr.ch
Phone: 
+41 (0)79 318 99 11

Research

Domains of Interest: 
  • Inductive Fuzzy Logic
  • Fuzzy Classification
  • Analytics
  • Machine Learning
  • Data Mining
  • Analytic CRM
  • Fuzzy Marketing Methods

Education

Education: 
  • Master of Science in Computer Science, University of Fribourg CH (2005)
  • Diploma in International Studies, EF Language School, Northridge CA, USA (1999)
  • Matura, College Bern-Neufeld CH (1998)
Languages: 
  • German
  • English
  • French

Publications

Publications: 
List of publications

Experience

Working Experience: 

2009-2011: Data Architect, Die Mobiliar, Bern

2005-2008: Data Warehouse Analyst, PostFinance, Bern

2000: Internship, IBM, Bern

Leisure

Hobbies: 
  • Reading
  • Movies
  • Running
  • Snowboarding
  • Computer Games

History

Member for
1 year 18 weeks