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Formulating the problem of face recognition under the emerging theory of compressed sensing, we examine the role of feature selection/dimensionality reduction from the perspective of sparse representation.
The idea consists of formulating the problem of optimal control under a variational problem form by substituting the control variable by its expression derived from the system model in the performance index.
After formulating the problem of sensor fault detection and isolation in a dynamic system represented by a state space model, we develop the optimal design of a primary residual vector for fault detection and a set of structured residual vectors for fault isolation using an extended observability matrix and a lower triangular block Toeplitz matrix of the system.
Gong et al. [3] considered joint energy-harvesting and grid power supply, formulating the problem of minimizing the power grid consumption by completing the required data transmission before a given deadline.
The major contribution of this paper, beyond formulating the problem of detection of campaigns in social media, is the development and validation of a supervised machine learning framework that takes into consideration the temporal sequence of messages associated with a trending hashtag on Twitter and successfully classifies it as either 'promoted' (advertised) or 'organic' (grassroots).
An energy-efficient technique is proposed in [79] by formulating the problem of deciding whether to use direct transmission or relay-based transmission as an optimization problem, with the objective of minimizing energy subject to QoS constraints in terms of delay.
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We formulate the problem of filtering targeted and non-targeted malicious e-mails as a Stackelberg security game.
Markov Random Field (MRF) model formulates the problem of dense matching as a Bayes decision task.
We formulate the problem of finding corresponding landmarks as a minimization of an objective function comprised of two entropy-based terms.
A similar approach is very popular in optimization where everyone knows that one should try very hard to formulate the problem of interest as a convex program.
We formulate the problem of robust optimal design as a min max problem for the energy stored in the structure.
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