Results 11 to 20 of about 2,162,093 (215)
Towards Data-Driven Autonomics in Data Centers [PDF]
, 2015 Continued reliance on human operators for managing data centers is a major impediment for them from ever reaching extreme dimensions. Large computer systems in general, and data centers in particular, will ultimately be managed using predictive ...
Babaoglu, Ozalp, Sîrbu, Alina
core +2 more sources
Uncertainty Analysis for Data-Driven Chance-Constrained Optimization [PDF]
, 2020 In this contribution our developed framework for data-driven chance-constrained optimization is extended with an uncertainty analysis module. The module quantifies uncertainty in output variables of rigorous simulations.
Esche, Erik +3 more
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Data-Driven Grasp Synthesis - A Survey [PDF]
, 2016 We review the work on data-driven grasp synthesis and the methodologies for sampling and ranking candidate grasps. We divide the approaches into three groups based on whether they synthesize grasps for known, familiar or unknown objects.
Asfour, Tamim +3 more
core +1 more source
Data driven flavour model [PDF]
The European Physical Journal C, 2020 AbstractA bottom-up approach has been adopted to identify a flavour model that agrees with present experimental measurements. The charged fermion mass hierarchies suggest that only the top Yukawa term should be present at the renormalisable level. Similarly, describing the lightness of the active neutrinos through the type-I Seesaw mechanism, right ...
F. Arias-Aragón +3 more
openaire +6 more sources
Data-driven Extraction of Intonation Contour Classes [PDF]
, 2007 In this paper we introduce the first steps towards a new datadriven method for extraction of intonation events that does not require any prerequisite prosodic labelling.
Reichel, Uwe D.
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A data-driven iteratively regularized Landweber iteration
, 2020 We derive and analyse a new variant of the iteratively regularized Landweber iteration, for solving linear and nonlinear ill-posed inverse problems.
Aspri, Andrea +3 more
core +1 more source
Crisis Analytics: Big Data Driven Crisis Response [PDF]
, 2016 Disasters have long been a scourge for humanity. With the advances in technology (in terms of computing, communications, and the ability to process and analyze big data), our ability to respond to disasters is at an inflection point.
Ali, Anwaar +5 more
core +2 more sources
Data-driven Economic NMPC using Reinforcement Learning [PDF]
, 2019 Reinforcement Learning (RL) is a powerful tool to perform data-driven optimal control without relying on a model of the system. However, RL struggles to provide hard guarantees on the behavior of the resulting control scheme. In contrast, Nonlinear Model
Gros, Sébastien, Zanon, Mario
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Data-Driven Finite Elasticity [PDF]
Archive for Rational Mechanics and Analysis, 2020 We extend to finite elasticity the Data-Driven formulation of geometrically linear elasticity presented in Conti, M ller, Ortiz, Arch.\ Ration.\ Mech.\ Anal.\ 229, 79-123, 2018. The main focus of this paper concerns the formulation of a suitable framework in which the Data-Driven problem of finite elasticity is well-posed in the sense of existence of ...
S. Conti, S. Müller, M. Ortiz
openaire +4 more sources
Data-driven part-of-speech tagging of Kiswahili [PDF]
, 2006 C
De Pauw, G +2 more
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