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» A Portfolio Approach to Algorithm Selection
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117
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IDEAL
2004
Springer
15 years 8 months ago
Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms.
We present an approach to classification of biomedical terms based on the information acquired automatically from the corpus of relevant literature. The learning phase consists of...
Irena Spasic, Goran Nenadic, Sophia Ananiadou
ISSS
1997
IEEE
83views Hardware» more  ISSS 1997»
15 years 7 months ago
A Scheduling and Pipelining Algorithm for Hardware/Software Systems
Given a hardware/software partitioned specification and an allocation (number and type) of processors, we present an algorithm to (1) map each of the software behaviors (or tasks...
Smita Bakshi, Daniel Gajski
94
Voted
EUROPAR
2008
Springer
15 years 5 months ago
Deque-Free Work-Optimal Parallel STL Algorithms
This paper presents provable work-optimal parallelizations of STL (Standard Template Library) algorithms based on the workstealing technique. Unlike previous approaches where a deq...
Daouda Traoré, Jean-Louis Roch, Nicolas Mai...
BMCBI
2008
136views more  BMCBI 2008»
15 years 3 months ago
A comparison of machine learning algorithms for chemical toxicity classification using a simulated multi-scale data model
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
Richard Judson, Fathi Elloumi, R. Woodrow Setzer, ...
PKDD
2004
Springer
155views Data Mining» more  PKDD 2004»
15 years 8 months ago
Ensemble Feature Ranking
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...
Kees Jong, Jérémie Mary, Antoine Cor...