Sökning: "Persistent Homology"
Visar resultat 1 - 5 av 15 uppsatser innehållade orden Persistent Homology.
1. Persistent Homology : A Modern Application of Algebraic Topology in Data Analysis
Master-uppsats,Sammanfattning : Topological data analysis emerged as a field in the 2000s and has proven very useful for examining the shape of data sets. Using persistent homology as their main methodology researchers has succesfully applied the theory presented in this paper to study as varied subjects as robot motion, brain connectivity, network theory, finger print analysis and computer vision. LÄS MER
2. Exploring persistent homology as a method for capturing functional connectivity differences in Parkinson’s Disease.
Master-uppsats, KTH/Matematik (Avd.)Sammanfattning : 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. LÄS MER
3. Comparison in Barcode and Computing Time for Persistent Homology Applied to a Subset of a Point Cloud
Kandidat-uppsats,Sammanfattning : At the intersection of topology and computer science lies the field of topological data analysis(TDA). TDA uses the concept of persistence to identify low dimensional topological features of data embedded in high dimensions. LÄS MER
4. Properties of Discrete Laplacians With Application on Brain Networks
Master-uppsats, KTH/Matematisk statistikSammanfattning : This thesis investigates three discrete Laplace operators: the graph Laplacian, combinatorial Laplacian, and the more recently introduced persistent Laplacian. We discuss how these operators relate to each other and study their spectral properties. The graph Laplacian is a well-studied operator that plays a central role in spectral graph theory. LÄS MER
5. Traffic Prediction From Temporal Graphs Using Representation Learning
Master-uppsats, KTH/Matematisk statistikSammanfattning : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. LÄS MER