Sökning: "supervised machine learning"
Visar resultat 21 - 25 av 85 avhandlingar innehållade orden supervised machine learning.
21. Statistical Feature Selection : With Applications in Life Science
Sammanfattning : The sequencing of the human genome has changed life science research in many ways. Novel measurement technologies such as microarray expression analysis, genome-wide SNP typing and mass spectrometry are now producing experimental data of extremely high dimensions. LÄS MER
22. On Medical Image Segmentation With Noisy Labels
Sammanfattning : It is well known that data sets used for training and testing automatic medical image segmentation methods often contain a lot of label noise. Such noise affects the performance of the methods and has been subject to a lot of research. LÄS MER
23. Machine Learning Approaches to Develop Weather Normalize Models for Urban Air Quality
Sammanfattning : According to the World Health Organization, almost all human population (99%) lives in 117 countries with over 6000 cities, where air pollutant concentration exceeds recommended thresholds. The most common, so-called criteria, air pollutants that affect human lives, are particulate matter (PM) and gas-phase (SO2, CO, NO2, O3 and others). LÄS MER
24. On Machine Learning-Based Control for Energy Management in Construction Machines
Sammanfattning : High energy efficiency is a key requirement for modern construction machinery. This is because of stricter environmental targets, electrification, and reduction of operation costs. LÄS MER
25. Combining Machine Learning and Natural Language Processing for Automatic Keyword Extraction
Sammanfattning : Automatic keyword extraction is the task of automatically selecting a small set of terms describing the content of a single document. That a keyword is extracted means that it is present verbatim in the document to which it is assigned. LÄS MER