Ulf Johansson

Senior Lecturer at School of Business and IT

In room: L421
E-mail: Ulf.Johansson@hb.se
Phone: 033-4354489
Fax: 033-4354007
Signatur: ULJ

Title of Dissertation

Obtaining Accurate and Comprehensible Data Mining Models: An Evolutionary Approach

Selected publications

• Chipper – A Novel Algorithm for Concept Description, 2008
• Evolving a Locally Optimized Instance Based Learner, 2008
• Evolving decision trees using oracle guides, 2009
• Fish or Shark – Data Mining Online Poker, 2009
• Inconsistency - Friend or Foe, 2007

To all publications »

Subjects

Computer Science
Computer Science

Research projects

Customer Behavior Analysis
Sales Forecasting Using Data Mining This project will evaluate the use of data mining for sales forecasting. Researchers will apply new technology to industry relevant problems, continuously comparing obtained performance to existing solutions. An important goal is to produce prototype software using the developed technology. Naturally, this software must be tailored for the complex forecasting situations targeted, so all problems will be addressed in collaboration with media analysts and statisticians at ICA Handlarna AB.

Finished research projects

INFUSIS

Research areas

Business and IT