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AIME
2009
Springer
15 years 5 months ago
Prediction of Mechanical Lung Parameters Using Gaussian Process Models
Abstract. Mechanical ventilation can cause severe lung damage by inadequate adjustment of the ventilator. We introduce a Machine Learning approach to predict the pressure-dependent...
Steven Ganzert, Stefan Kramer, Knut Möller, D...
NIPS
1998
15 years 2 months ago
Semi-Supervised Support Vector Machines
We introduce a semi-supervised support vector machine (S3 VM) method. Given a training set of labeled data and a working set of unlabeled data, S3 VM constructs a support vector m...
Kristin P. Bennett, Ayhan Demiriz
IROS
2006
IEEE
88views Robotics» more  IROS 2006»
15 years 7 months ago
Reliability-Based Design Optimization of Robotic System Dynamic Performance
In this investigation a robotic system’s dynamic performance is optimized for high reliability under uncertainty. The dynamic capability equations allow designers to predict the...
Alan P. Bowling, John E. Renaud, Jeremy T. Newkirk...
SAMOS
2007
Springer
15 years 7 months ago
Automated Power Gating of Registers Using CoDeL and FSM Branch Prediction
In this paper, we use the CoDeL hardware design platform to analyze the potential and performance impact of power gating individual registers. For each register, we examine the per...
Nainesh Agarwal, Nikitas J. Dimopoulos
FUZZIEEE
2007
IEEE
15 years 7 months ago
Mining and Predicting CpG islands
— A DNA sequence can be described as a string composed of four symbols: A, T, C and G. Each symbol represents a chemically distinct nucleotide molecule. Combinations of two nucle...
Christopher Previti, Oscar Harari, Coral del Val