Sökning: "Daniel Gillblad"

Hittade 3 avhandlingar innehållade orden Daniel Gillblad.

1. 1. On practical machine learning and data analysis

   Författare :Daniel Gillblad; Anders Lansner; Finn Jensen; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Computer science; Datalogi;

   Sammanfattning : This thesis discusses and addresses some of the difficulties associated with practical machine learning and data analysis. Introducing data driven meth- ods in e. g. industrial and business applications can lead to large gains in productivity and efficiency, but the cost and complexity are often overwhelm- ing. LÄS MER

3. 2. Probabilistic Fault Management in Networked Systems

   Författare :Rebecca Steinert; Anders Lansner; Daniel Gillblad; Anders Holst; Olivier Festor; KTH; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURVETENSKAP; NATURAL SCIENCES; probabilistic network management; probabilistic modeling; fault management; fault detection; event-correlation; change detection; probabilistisk nätverkshantering; probabilistiska modeller; fel- hantering; feldetektion; korrelationsanalys; förändringsdetektion; Computer Science; Datalogi;

   Sammanfattning : Technical advances in network communication systems (e.g. radio access networks) combined with evolving concepts based on virtualization (e.g. LÄS MER

4. 3. Scalable Machine Learning through Approximation and Distributed Computing

   Författare :Theodore Vasiloudis; Anders Holst; Henrik Boström; Seif Haridi; Daniel Gillblad; Indre Žliobaitė; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Online Learning; Distributed Computing; Graph Similarity; Decision Trees; Gradient Boosting;

   Sammanfattning : Machine learning algorithms are now being deployed in practically all areas of our lives. Part of this success can be attributed to the ability to learn complex representations from massive datasets. LÄS MER