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PKDD
2007
Springer
113views Data Mining» more  PKDD 2007»
13 years 9 months ago
Statistical Model for Rough Set Approach to Multicriteria Classification
Krzysztof Dembczynski, Salvatore Greco, Wojciech K...
PKDD
2007
Springer
76views Data Mining» more  PKDD 2007»
13 years 9 months ago
Finding Transport Proteins in a General Protein Database
The number of specialized databases in molecular biology is growing fast, as is the availability of molecular data. These trends necessitate the development of automatic methods fo...
Sanmay Das, Milton H. Saier Jr., Charles Elkan
PKDD
2007
Springer
130views Data Mining» more  PKDD 2007»
13 years 9 months ago
Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach
Abstract. Spatial Data Mining (SDM) has great potential in supporting public policy and in underpinning society functioning. One task in SDM is the discovery of characterization an...
Michelangelo Ceci, Annalisa Appice, Donato Malerba
PKDD
2007
Springer
143views Data Mining» more  PKDD 2007»
13 years 9 months ago
Using the Web to Reduce Data Sparseness in Pattern-Based Information Extraction
Textual patterns have been used effectively to extract information from large text collections. However they rely heavily on textual redundancy in the sense that facts have to be m...
Sebastian Blohm, Philipp Cimiano
PKDD
2007
Springer
76views Data Mining» more  PKDD 2007»
13 years 9 months ago
Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning
Machine learning research often has a large experimental component. While the experimental methodology employed in machine learning has improved much over the years, repeatability ...
Hendrik Blockeel, Joaquin Vanschoren
PKDD
2007
Springer
131views Data Mining» more  PKDD 2007»
13 years 9 months ago
Expectation Propagation for Rating Players in Sports Competitions
Abstract. Rating players in sports competitions based on game results is one example of paired comparison data analysis. Since an exact Bayesian treatment is intractable, several t...
Adriana Birlutiu, Tom Heskes
PKDD
2007
Springer
134views Data Mining» more  PKDD 2007»
13 years 9 months ago
Polyp Detection in Endoscopic Video Using SVMs
Colon cancer is one of the most common cancers in developed countries. Most of these cancers start with a polyp. Polyps are easily detected by physicians. Our goal is to mimic this...
Luís A. Alexandre, João Casteleiro, ...
PKDD
2007
Springer
85views Data Mining» more  PKDD 2007»
13 years 9 months ago
Flexible Grid-Based Clustering
Marc-Ismaël Akodjènou-Jeannin, Kav&eac...
PKDD
2007
Springer
112views Data Mining» more  PKDD 2007»
13 years 9 months ago
Association Mining in Large Databases: A Re-examination of Its Measures
Abstract. In the literature of data mining and statistics, numerous interestingness measures have been proposed to disclose succinct object relationships of association patterns. H...
Tianyi Wu, Yuguo Chen, Jiawei Han