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GFKL
2007
Springer
184views Data Mining» more  GFKL 2007»
8 years 10 months ago
FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns
Research in the field of knowledge discovery from temporal data recently focused on a new type of data: interval sequences. In contrast to event sequences interval sequences contai...
Steffen Kempe, Jochen Hipp, Rudolf Kruse
GFKL
2007
Springer
202views Data Mining» more  GFKL 2007»
8 years 10 months ago
Collective Classification for Labeling of Places and Objects in 2D and 3D Range Data
In this paper, we present an algorithm to identify types of places and objects from 2D and 3D laser range data obtained in indoor environments. Our approach is a combination of a c...
Rudolph Triebel, Óscar Martínez Mozo...
GFKL
2007
Springer
164views Data Mining» more  GFKL 2007»
8 years 10 months ago
Classification with Invariant Distance Substitution Kernels
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...
Bernard Haasdonk, Hans Burkhardt
GFKL
2007
Springer
163views Data Mining» more  GFKL 2007»
8 years 10 months ago
Fast Support Vector Machine Classification of Very Large Datasets
In many classification applications, Support Vector Machines (SVMs) have proven to be highly performing and easy to handle classifiers with very good generalization abilities. Howe...
Janis Fehr, Karina Zapien Arreola, Hans Burkhardt
GFKL
2007
Springer
158views Data Mining» more  GFKL 2007»
8 years 10 months ago
Investigating Classifier Learning Behavior with Experiment Databases
Experimental assessment of the performance of classification algorithms is an important aspect of their development and application on real-world problems. To facilitate this analy...
Joaquin Vanschoren, Hendrik Blockeel
GFKL
2007
Springer
129views Data Mining» more  GFKL 2007»
8 years 10 months ago
Structural Differentiae of Text Types - A Quantitative Model
Olga Pustylnikov, Alexander Mehler
GFKL
2007
Springer
119views Data Mining» more  GFKL 2007»
8 years 10 months ago
New Issues in Near-duplicate Detection
Martin Potthast, Benno Stein
GFKL
2007
Springer
137views Data Mining» more  GFKL 2007»
8 years 10 months ago
Families of Dendrograms
A conceptual framework for cluster analysis from the viewpoint of p-adic geometry is introduced by describing the space of all dendrograms for n datapoints and relating it to the m...
Patrick Erik Bradley
GFKL
2007
Springer
166views Data Mining» more  GFKL 2007»
9 years 12 days ago
Classifying Number Expressions in German Corpora
Number and date expressions are essential information items in corpora and therefore play a major role in various text mining applications. However, so far number expressions were ...
Irene M. Cramer, Stefan Schacht, Andreas Merkel
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