Transformations of data in deterministic modellings of biological networks

Date

2015-05-28

Author

Ağraz, Melih
Purutçuoğlu Gazi, Vilda

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Transformations of Data in Deterministic Modelling of Biological Networks Agraz, Melih; Purutçuoğlu Gazi, Vilda (2015-05-21) The Gaussian graphical model (GGM) is a probabilistic modelling approach used in the system biology to represent the relationship between genes with an undirected graph. In graphical models, the genes and their interactions are denoted by nodes and the edges between nodes. Hereby, in this model, it is assumed that the structure of the system can be described by the inverse of the covariance matrix, Theta, which is also called as the precision, when the observations are formulated via a lasso regression unde...
Transformations of data in deterministic modelling of biological networks Ağraz, Melih; Purutçuoğlu Gazi, Vilda (Springer, 2016-01-01)
Transformations of entangled mixed states of two qubits Alkuş, Ümit; Turgut, Sadi; Department of Physics (2013) In this thesis, the entangled mixed states of two qubits are considered. In the case where the matrix rank of the corresponding density matrix is 2, such a state can be purified to a pure state of 3 qubits. By utilizing this representation, the classification of such states of two qubits by stochastic local operations assisted by classical communication (SLOCC) is obtained. Also for such states, the optimal ensemble that appears in the computation of the concurrence and entanglement of formation is obtained.
Transformations of W-type entangled states Kintas, S.; Turgut, Sadi (AIP Publishing, 2010-09-01) The transformations of W-type entangled states by using local operations assisted with classical communication are investigated. For this purpose, a parametrization of the W-type states which remains invariant under local unitary transformations is proposed and a complete characterization of the local operations carried out by a single party is given. These are used for deriving the necessary and sufficient conditions for deterministic transformations. A convenient upper bound for the maximum probability of...
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Citation Formats

M. Ağraz and V. Purutçuoğlu Gazi, “Transformations of data in deterministic modellings of biological networks,” 2015, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/77599.