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» Decision Procedures for the Grand Challenge
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HIS
2008
14 years 11 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera
DIALM
2005
ACM
203views Algorithms» more  DIALM 2005»
14 years 11 months ago
Topological hole detection in wireless sensor networks and its applications
The identification of holes in a wireless sensor network is of primary interest since the breakdown of sensor nodes in a larger area often indicates one of the special events to ...
Stefan Funke
CORR
2010
Springer
54views Education» more  CORR 2010»
14 years 9 months ago
Development of a Cargo Screening Process Simulator: A First Approach
The efficiency of current cargo screening processes at sea and air ports is largely unknown as few benchmarks exists against which they could be measured. Some manufacturers provi...
Peer-Olaf Siebers, Galina Sherman, Uwe Aickelin
90
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ICSR
2009
Springer
15 years 4 months ago
Reuse of Architectural Knowledge in SPL Development
Abstract. Software Product Lines (SPL) promote reuse within an application domain in an organized fashion. Preimplemented software components are arranged according to a product li...
Pedro O. Rossel, Daniel Perovich, M. Cecilia Basta...
ACL
2003
14 years 11 months ago
Learning to Predict Pitch Accents and Prosodic Boundaries in Dutch
We train a decision tree inducer (CART) and a memory-based classifier (MBL) on predicting prosodic pitch accents and breaks in Dutch text, on the basis of shallow, easy-to-comput...
Erwin Marsi, Martin Reynaert, Antal van den Bosch,...