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NCA
2007
IEEE
15 years 1 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
ICIP
2009
IEEE
16 years 2 months ago
Ppiq: A Probabilistic Framework For Image Quality Assessment
In this paper a framework for Image Quality Assessment (IQA) is introduced based on the properties of Receptive Fields (RFs) which are the primary mechanism for detection of visua...
ICRA
2007
IEEE
149views Robotics» more  ICRA 2007»
15 years 8 months ago
Frictional Compliance Model Development and Experiments for Snake Robot Climbing
Abstract— Intelligently utilizing the frictional contact between a robot and its environment can prevent slip, maintain balance, and provide stability during a robot’s motion. ...
Amir Shapiro, Aaron Greenfield, Howie Choset
113
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IDEAL
2007
Springer
15 years 7 months ago
Partitioning-Clustering Techniques Applied to the Electricity Price Time Series
Clustering is used to generate groupings of data from a large dataset, with the intention of representing the behavior of a system as accurately as possible. In this sense, cluster...
Francisco Martínez-Álvarez, Alicia T...
ICCS
2004
Springer
15 years 7 months ago
Agent-Based Simulation of Data-Driven Fire Propagation Dynamics
Real world problems such as fire propagation prediction, can often be considered as a compositional combination of multiple, simple but coupled subproblems corresponding to analyt...
John Michopoulos, Panagiota Tsompanopoulou, Elias ...