Sökning: "Cost-effective active learning"
Hittade 5 uppsatser innehållade orden Cost-effective active learning.
1. Active learning for text classification in cyber security
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : In the domain of cyber security, machine learning promises advanced threat detection. However, the volume of available unlabeled data poses challenges for efficient data management. This study investigates the potential for active learning, a subset of interactive machine learning, to reduce the effort required for manual data labelling. LÄS MER
2. Gene Expression Guided Distance Metric Learning for Breast Cancer Whole Slide Image Analysis
Master-uppsats, Lunds universitet/Matematik LTHSammanfattning : Female breast cancer is a complex and heterogeneous disease that accounts for most of the deaths caused by cancer in women worldwide. To stratify breast cancer patients into treatment groups is a challenging task, and in recent years, analysis of the genes active in the tumour has been used in the decision of cancer therapy. LÄS MER
3. Deep Learning for Whole Slide Image Cytology : A Human-in-the-Loop Approach
Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : With cancer being one of the leading causes of death globally, and with oral cancers being among the most common types of cancer, it is of interest to conduct large-scale oral cancer screening among the general population. Deep Learning can be used to make this possible despite the medical expertise required for early detection of oral cancers. LÄS MER
4. Meeting, greeting & seating : a design proposal for Magomeni garden, Dar es Salaam, Tanzania
Uppsats för yrkesexamina på avancerad nivå, SLU/Dept. of Urban and Rural DevelopmentSammanfattning : More than fifty percent of the world population today lives in cities, and the pressures of urbanisation are particularly present in developing countries. As landscape architects, it is important to gain knowledge about the effect of urbanisation and ways to prevent the negativities. LÄS MER
5. Handel med utsläppsrätter : En analys av bristerna i redovisnings- och beskattningsreglerna
Magister-uppsats, IHH, RättsvetenskapSammanfattning : Sammanfattning För att vända den globala uppvärmningen grundlades i Kyotoprotokollet tre marknadsmekanismer som syftar till att på olika sätt åstadkomma minskade utsläpp av vissa växthusga-ser. Den enda av dessa mekanismer som i nuläget är aktiv, är handeln med utsläppsrätter som hänför sig till utsläppen av koldioxid. LÄS MER