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» Evaluating Benchmark Subsetting Approaches
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EVOW
2008
Springer
13 years 9 months ago
DEEPER: A Full Parsing Based Approach to Protein Relation Extraction
Abstract. Lexical variance in biomedical texts poses a challenge to automatic protein relation mining. We therefore propose a new approach that relies only on more general language...
Timur Fayruzov, Martine De Cock, Chris Cornelis, V...
KI
2007
Springer
14 years 1 months ago
A Stochastic Local Search Approach to Vertex Cover
We introduce a novel stochastic local search algorithm for the vertex cover problem. Compared to current exhaustive search techniques, our algorithm achieves excellent performance ...
Silvia Richter, Malte Helmert, Charles Gretton
FOIKS
2008
Springer
13 years 9 months ago
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach
This paper investigates an extension of classification trees to deal with uncertain information where uncertainty is encoded in possibility theory framework. Class labels in data s...
Ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zi...
IJMSO
2008
135views more  IJMSO 2008»
13 years 7 months ago
An argumentation framework based on confidence degrees to combine ontology mapping approaches
: Ontology mapping has a key importance for applications such as information retrieval, database integration, and agent-communication. This paper presents an Argumentation Framewor...
Cássia Trojahn dos Santos, Paulo Quaresma, ...
32
Voted
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
14 years 7 days ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last