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Shiraz Farouq
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 6
Top Topics
Constrained Optimization Problems
Iterative Methods
Network Anomaly Detection
Anomaly Detection
Top Venues
Numer. Algorithms
J. Comput. Appl. Math.
Eng. Appl. Artif. Intell.
Expert Syst. Appl.
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Publications
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Shiraz Farouq
,
Stefan Byttner
,
Mohamed-Rafik Bouguelia
,
Henrik Gadd
A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating.
Expert Syst. Appl.
201 (2022)
Shiraz Farouq
,
Stefan Byttner
,
Mohamed-Rafik Bouguelia
,
Henrik Gadd
Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets.
Neurocomputing
462 (2021)
Shiraz Farouq
,
Stefan Byttner
,
Mohamed-Rafik Bouguelia
,
Natasa Nord
,
Henrik Gadd
Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach.
Eng. Appl. Artif. Intell.
90 (2020)
Owe Axelsson
,
Shiraz Farouq
,
Maya G. Neytcheva
Comparison of preconditioned Krylov subspace iteration methods for PDE-constrained optimization problems - Stokes control.
Numer. Algorithms
74 (1) (2017)
Owe Axelsson
,
Shiraz Farouq
,
Maya G. Neytcheva
A preconditioner for optimal control problems, constrained by Stokes equation with a time-harmonic control.
J. Comput. Appl. Math.
310 (2017)
Owe Axelsson
,
Shiraz Farouq
,
Maya G. Neytcheva
Comparison of preconditioned Krylov subspace iteration methods for PDE-constrained optimization problems - Poisson and convection-diffusion control.
Numer. Algorithms
73 (3) (2016)