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IJCNN
2007
IEEE
15 years 10 months ago
Evaluation of Performance Measures for SVR Hyperparameter Selection
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
Koen Smets, Brigitte Verdonk, Elsa Jordaan
INFOCOM
2007
IEEE
15 years 10 months ago
Toward Optimal Network Fault Correction via End-to-End Inference
— We consider an end-to-end approach of inferring network faults that manifest in multiple protocol layers, with an optimization goal of minimizing the expected cost of correctin...
Patrick P. C. Lee, Vishal Misra, Dan Rubenstein
IROS
2007
IEEE
144views Robotics» more  IROS 2007»
15 years 10 months ago
Global action selection for illumination invariant color modeling
— A major challenge in the path of widespread use of mobile robots is the ability to function autonomously, learning useful features from the environment and using them to adapt ...
Mohan Sridharan, Peter Stone
ISCC
2007
IEEE
131views Communications» more  ISCC 2007»
15 years 10 months ago
SIP and MIPv6: Cross-Layer Mobility
Terminal mobility may be handled at different layers. Though the MIPv6 protocol is the strongest candidate for handling mobility in next generation networks, mobility management f...
Rui Prior, Susana Sargento
SIBGRAPI
2007
IEEE
15 years 10 months ago
Graph-based Object Tracking Using Structural Pattern Recognition
This paper proposes a model-based methodology for recognizing and tracking objects in digital image sequences. Objects are represented by attributed relational graphs (or ARGs), w...
Ana Beatriz V. Graciano, Roberto Marcondes Cesar J...