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Optical properties of close-to-surface self-assembled InAs/GaAs quantum dots
(2018)
Quantum dots are novel semiconductor nanostructures that show great potential to be the future of a wide range of nanoscale optoelectronic device applications like photodetectors, solar cells and lasers. Self-assembled ...
Plankton recognition from imaging flow cytometer data using convolutional neural networks
(2018)
Research on plankton populations is bottlenecked by the ability to obtain species-level information within a required time frame. Recent technological advances in imaging hardware have made it possible to obtain large ...
Identification of customer profiles from electricity consumption data
(2018)
The electric power suppliers are interested in identifying and categorising their consumers’ profiles into different categories according to their energy consumption habits. The profiling of users can help with understanding ...
Constitutive modeling of hyperelastic fibrous material
(2018)
This thesis will concentrate on the deformation of bodies from incompressible and compressible materials. The analysis is based on several approaches, the first approach is an analytical way. Here we will plan to consider ...
Backward stochastic differential equations with applications
(2018)
In this thesis we study backward stochastic differential equations driven by a Brownian motion and by a Levy process and their applications, focusing on their applications to financial markets. We give results on the ...
Mathematical modelling of malaria based on Uganda data
(2018)
Malaria infection remains a major health burden in many parts of the world, especially sub-Saharan Africa. Long lasting insecticide nets (LLIN) and indoor residual sprays (IRS) are the most recommended malaria control ...
No-reference quality assessment of mobile-captured videos by utilizing mobile sensor data
(2018)
Nowadays, recording videos using smartphones is a common practice in everyday life. One advantage of using smartphones for filming is the ability to capture the sensor data during filming to create sensor-rich videos. This ...
Flight track initialization for passive radar
(2018)
The present work presents a track initialization algorithm developed for a Passive Multistatic Radar using Doppler-only measurements. In absence of initial state, Kalman filters can diverge. In a passive multistatic radar ...
Examining cognitive maps using distance ratios, performance evaluations and fuzzy consistency and coverage measures
(2018)
A growing body of literature has examined cognitive maps using various methods for different purposes in different situations. This study aims to elicit and scrutinize cognitive maps which are based on interpretations of ...
Ensemble methods in computational market dynamics
(2018)
The dynamics of financial and commodity markets play a vital role in determining the prices of goods or services traded in these markets. Whereas numerous market models have been developed to study these dynamics, more ...