110 citations · 124 across the 6 of their papers we have counts for
8 papers
Modeling of the Latent Embedding of Music using Deep Neural Network
Zhou Xing, Eddy Baik, Yan Jiao +8
While both the data volume and heterogeneity of the digital music content is huge, it has become increasingly important and convenient to build a recommendation or search system to…
Robustness of Bidirectional Interdependent Networks: Analysis and Design
Marzieh Parandehgheibi, Eytan Modiano
We study the robustness of interdependent networks where two networks are said to be interdependent if the operation of one network depends on the operation of the other one, and v…
Distributed Frequency Control in Power Grids Under Limited Communication
Marzieh Parandehgheibi, Konstantin Turitsyn, Eytan Modiano
In this paper, we analyze the impact of communication failures on the performance of optimal distributed frequency control. We consider a consensus-based control scheme, and show t…
Modeling the Impact of Communication Loss on the Power Grid under Emergency Control
Marzieh Parandehgheibi, Konstantin Turitsyn, Eytan Modiano
We study the interaction between the power grid and the communication network used for its control. We design a centralized emergency control scheme under both full and partial com…
Mitigating Cascading Failures in Interdependent Power Grids and Communication Networks
Marzieh Parandehgheibi, Eytan Modiano, David Hay
In this paper, we study the interdependency between the power grid and the communication network used to control the grid. A communication node depends on the power grid in order t…
Survivable Paths in Multilayer Networks
Marzieh Parandehgheibi, Hyang-Won Lee, Eytan Modiano
We consider protection problems in multilayer networks. In single-layer networks, a pair of disjoint paths can be used to provide protection for a source-destination pair. However,…
Probabilistic Classification using Fuzzy Support Vector Machines
Marzieh Parandehgheibi
In medical applications such as recognizing the type of a tumor as Malignant or Benign, a wrong diagnosis can be devastating. Methods like Fuzzy Support Vector Machines (FSVM) try…
Robustness of Interdependent Networks: The case of communication networks and the power grid
Marzieh Parandehgheibi, Eytan Modiano
In this paper, we study the robustness of interdependent networks, in which the state of one network depends on the state of the other network and vice versa. In particular, we foc…