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» Using Machine Learning to Support Debugging with Tarantula
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148
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ECML
2007
Springer
15 years 8 months ago
Clustering Trees with Instance Level Constraints
Abstract. Constrained clustering investigates how to incorporate domain knowledge in the clustering process. The domain knowledge takes the form of constraints that must hold on th...
Jan Struyf, Saso Dzeroski
139
Voted
IROS
2006
IEEE
247views Robotics» more  IROS 2006»
15 years 8 months ago
Towards Open-Ended 3D Rotation and Shift Invariant Object Detection for Robot Companions
- Robot companions need to be able to constantly acquire knowledge about new objects for instance in order to detect them in the environment. This ability is necessary since it is ...
Jens Kubacki, Winfried Baum
123
Voted
ICML
2007
IEEE
16 years 3 months ago
Manifold-adaptive dimension estimation
Intuitively, learning should be easier when the data points lie on a low-dimensional submanifold of the input space. Recently there has been a growing interest in algorithms that ...
Amir Massoud Farahmand, Csaba Szepesvári, J...
126
Voted
SIGSOFT
2005
ACM
16 years 3 months ago
Applying classification techniques to remotely-collected program execution data
There is an increasing interest in techniques that support measurement and analysis of fielded software systems. One of the main goals of these techniques is to better understand ...
Murali Haran, Alan F. Karr, Alessandro Orso, Adam ...
131
Voted
SOQUA
2007
15 years 3 months ago
ConTest listeners: a concurrency-oriented infrastructure for Java test and heal tools
With the proliferation of the new multi-core personal computers, and the explosion of the usage of highly concurrent machine configuration, concurrent code moves from being writt...
Yarden Nir-Buchbinder, Shmuel Ur