Sökning: "subspace algorithms"
Visar resultat 1 - 5 av 32 avhandlingar innehållade orden subspace algorithms.
1. Compressed Sensing : Algorithms and Applications
Sammanfattning : The theoretical problem of finding the solution to an underdeterminedset of linear equations has for several years attracted considerable attentionin the literature. This problem has many practical applications.One example of such an application is compressed sensing (cs), whichhas the potential to revolutionize how we acquire and process signals. LÄS MER
2. On subspace-based instrumental variable methods with application to time-varying systems
Sammanfattning : .... LÄS MER
3. On Speech-to-Text Alignment, Phonetic Labeling, and Recursive Signal Processing
Sammanfattning : Speech data-bases are an important issue in the study of speech communication. In particular, time-aligned and phonetically labeled speech data-bases are useful during the design of applications such as speech recognizers. The time-alignment and labeling of the speech data is traditionally done manually. LÄS MER
4. Subspace Selection Techniques for Classification Problems
Sammanfattning : The main topic of this thesis is linear subspaces for regression - how to find the subspaces and how to evaluate them. The motivation to do regression in a subspace is numerical as well as computational - numerical in the sense that the subspace can filter out the relevant components or features of the problem, computationally in the sense that this filtering can be done quickly and then can nonlinear predictionby artificial neural networks, for instance, be conducted in lower dimensionality. LÄS MER
5. Algorithms in data mining : reduced rank regression and classification by tensor methods
Sammanfattning : In many fields of science, engineering, and economics large amounts of data are stored and there is a need to analyze these data in order to extract information for various purposes. Data mining is a general concept involving different tools for performing this kind of analysis. LÄS MER