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GFKL
2007
Springer
132views Data Mining» more  GFKL 2007»
13 years 10 months ago
Benchmarking Open-Source Tree Learners in R/RWeka
Michael Schauerhuber, Achim Zeileis, David Meyer, ...
GFKL
2007
Springer
180views Data Mining» more  GFKL 2007»
13 years 10 months ago
Content-based Dimensionality Reduction for Recommender Systems
Recommender Systems are gaining widespread acceptance in e-commerce applications to confront the information overload problem. Collaborative Filtering (CF) is a successful recommen...
Panagiotis Symeonidis
GFKL
2007
Springer
123views Data Mining» more  GFKL 2007»
13 years 10 months ago
Projecting Dialect Distances to Geography: Bootstrap Clustering vs. Noisy Clustering
Abstract. Dialectometry produces aggregate distance matrices in which a distance is specified for each pair of sites. By projecting groups obtained by clustering onto geography on...
John Nerbonne, Peter Kleiweg, Wilbert Heeringa, Fr...
GFKL
2007
Springer
140views Data Mining» more  GFKL 2007»
13 years 10 months ago
A Pattern Based Data Mining Approach
Boris Delibasic, Kathrin Kirchner, Johannes Ruhlan...
GFKL
2007
Springer
184views Data Mining» more  GFKL 2007»
13 years 10 months ago
A Probabilistic Relational Model for Characterizing Situations in Dynamic Multi-Agent Systems
Abstract. Artificial systems with a high degree of autonomy require reliable semantic information about the context they operate in. State interpretation, however, is a difficult ...
Daniel Meyer-Delius, Christian Plagemann, Georg vo...
GFKL
2007
Springer
148views Data Mining» more  GFKL 2007»
13 years 10 months ago
Mixture Model Based Group Inference in Fused Genotype and Phenotype Data
The analysis of genetic diseases has classically been directed towards establishing direct links between cause, a genetic variation, and effect, the observable deviation of phenot...
Benjamin Georgi, M. Anne Spence, Pamela Flodman, A...
GFKL
2007
Springer
147views Data Mining» more  GFKL 2007»
13 years 10 months ago
KNIME: The Konstanz Information Miner
Michael R. Berthold, Nicolas Cebron, Fabian Dill, ...
GFKL
2007
Springer
148views Data Mining» more  GFKL 2007»
13 years 10 months ago
Information Integration of Partially Labeled Data
Abstract. A central task when integrating data from different sources is to detect identical items. For example, price comparison websites have to identify offers for identical p...
Steffen Rendle, Lars Schmidt-Thieme
GFKL
2007
Springer
196views Data Mining» more  GFKL 2007»
13 years 10 months ago
Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem
Recommender systems are used by an increasing number of e-commerce websites to help the customers to find suitable products from a large database. One of the most popular techniqu...
Stefan Hauger, Karen H. L. Tso, Lars Schmidt-Thiem...
GFKL
2007
Springer
152views Data Mining» more  GFKL 2007»
13 years 10 months ago
Supporting Web-based Address Extraction with Unsupervised Tagging
Abstract. The manual acquisition and modeling of tourist information as e.g. addresses of points of interest is time and, therefore, cost intensive. Furthermore, the encoded inform...
Berenike Loos, Chris Biemann