Essays about: "stable rank"
Showing result 1 - 5 of 19 essays containing the words stable rank.
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1. Unauthorised Session Detection with RNN-LSTM Models and Topological Data Analysis
University essay from KTH/Matematik (Avd.)Abstract : This thesis explores the possibility of using session-based customers data from Svenska Handelsbanken AB to detect fraudulent sessions. Tools within Topological Data Analysis are employed to analyse customers behavior and examine topological properties such as homology and stable rank at the individual level. READ MORE
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2. Exploring persistent homology as a method for capturing functional connectivity differences in Parkinson’s Disease.
University essay from KTH/Matematik (Avd.)Abstract : Parkinson’s Disease (PD) is the fastest growing neurodegenerative disease, currently affecting two to three percent of the population over 65. Studying functional connectivity (FC) in PD patients may provide new insights into how the disease alters brain organization in different subjects. READ MORE
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3. Linear-scaling Quantum Molecular Dynamics for Reactive Systems
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : The purpose of this thesis is to demonstrate linear-scaling, energy stable, propagation of the electronic degrees of freedom in finite temperature ExtendedLagrangian Born-Oppenheimer Molecular Dynamics for reactive systems in aself-consistent charge density-functional tight-binding formulation. The inverse Jacobian kernel matrix in the electronic equation of motion is approximated using alow-rank combination of directional derivatives of the ground state residual function. READ MORE
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4. Development of a high-throughput platform for generation and early screening of high producing stable cell lines
University essay from KTH/ProteinvetenskapAbstract : Produktionen av rekombinanta biofarmaceutiska läkemedel, exempelvis monoklonala antikroppar, är en oumbärlig men ansträngande process. Under 2019 var sju av de tio mest sålda läkemedlen globalt baserade på rekombinant producerade monoklonala antikroppar. READ MORE
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5. Interference Aware Distributed Network Formation with Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Ad-hoc networks suffer from dynamicity due to mobility of the nodes or node addition/removal to/from the system. This means, the formed topology may not be connected anymore or better topologies can be found as time passes if the position of the nodes changes or some nodes in the network is broken. READ MORE