21 citations · 41 across the 7 of their papers we have counts for
7 papers
Exploiting complex pattern features for interactive pattern mining
Arnold Hien, Samir Loudni, Noureddine Aribi +2
Recent years have seen a shift from a pattern mining process that has users define constraints before-hand, and sift through the results afterwards, to an interactive one. This new…
Wages of wins: could an amateur make money from match outcome predictions?
Albrecht Zimmermann
Evaluating the accuracies of models for match outcome predictions is nice and well but in the end the real proof is in the money to be made by betting. To evaluate the question whe…
Exploring chance in NCAA basketball
Albrecht Zimmermann
There seems to be an upper limit to predicting the outcome of matches in (semi-)professional sports. Recent work has proposed that this is due to chance and attempts have been made…
Exploring the efficacy of molecular fragments of different complexity in computational SAR modeling
Albrecht Zimmermann, Björn Bringmann, Luc De Raedt
An important first step in computational SAR modeling is to transform the compounds into a representation that can be processed by predictive modeling techniques. This is typically…
A feature construction framework based on outlier detection and discriminative pattern mining
Albrecht Zimmermann
No matter the expressive power and sophistication of supervised learning algorithms, their effectiveness is restricted by the features describing the data. This is not a new insigh…
Predicting college basketball match outcomes using machine learning techniques: some results and lessons learned
Albrecht Zimmermann, Sruthi Moorthy, Zifan Shi
Most existing work on predicting NCAAB matches has been developed in a statistical context. Trusting the capabilities of ML techniques, particularly classification learners, to unc…
Pattern-Based Classification: A Unifying Perspective
Björn Bringmann, Siegfried Nijssen, Albrecht Zimmermann
The use of patterns in predictive models is a topic that has received a lot of attention in recent years. Pattern mining can help to obtain models for structured domains, such as g…