Sciweavers

IDA
2003
Springer
14 years 20 days ago
APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery
Branko Kavsek, Nada Lavrac, Viktor Jovanoski
IDA
2003
Springer
14 years 20 days ago
Clustering Mobile Trajectories for Resource Allocation in Mobile Environments
The recent developments in computer and communication technologies gave rise to Personal Communication Systems. Due to the nature of the PCS, the bandwidth allocation problem arise...
Dimitrios Katsaros, Alexandros Nanopoulos, Murat K...
IDA
2003
Springer
14 years 20 days ago
A Logical Formalisation of the Fellegi-Holt Method of Data Cleaning
The Fellegi-Holt method automatically “corrects” data that fail some predefined requirements. Computer implementations of the method were used in many national statistics bure...
Agnes Boskovitz, Rajeev Goré, Markus Heglan...
IDA
2003
Springer
14 years 20 days ago
Regularization Methods for Additive Models
This paper tackles the problem of model complexity in the context of additive models. Several methods have been proposed to estimate smoothing parameters, as well as to perform var...
Marta Avalos, Yves Grandvalet, Christophe Ambroise
IDA
2003
Springer
14 years 20 days ago
Large Scale Mining of Molecular Fragments with Wildcards
The main task of drug discovery is to find novel bioactive molecules, i.e., chemical compounds that, for example, protect human cells against a virus. One way to support solving t...
Heiko Hofer, Christian Borgelt, Michael R. Berthol...
IDA
2003
Springer
14 years 20 days ago
Constructing Hierarchical Rule Systems
Rule systems have failed to attract much interest in large data analysis problems because they tend to be too simplistic to be useful or consist of too many rules for human interpr...
Thomas R. Gabriel, Michael R. Berthold
IDA
2003
Springer
14 years 20 days ago
Fuzzy Clustering Based Segmentation of Time-Series
The segmentation of time-series is a constrained clustering problem: the data points should be grouped by their similarity, but with the constraint that all points in a cluster mus...
János Abonyi, Balazs Feil, Sandor Z. N&eacu...