Search for dissertations about: "deep learning"
Showing result 1 - 5 of
360 swedish dissertations containing the words deep learning.
-
-
Author : Birgitta Nordén; Malmö högskola; []
Keywords : SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Contextual Analysis; Critical Knowledge Capabilities; Deep approaches to learning; Deep approaches to teaching; Education for Sustainable Development; ESD; Environmental and Sustainabilty Education Research; ESER; Global classrooms; Global learning; Global eduction; Global - local contexts; Global Learning for Sustainable Development; GLSD; Global teaching and learning; Phenomenography; Sustainable Development; SD; sustainability; Teaching Approaches; Transdisciplinary Teaching; Transitions; Transnational education; Online learning; Transnational learning; Contextual Analysis; Critical Knowledge Capabilities; Deep Approaches to Learning; Deep Approaches to Teaching; Education for Sustainable Development ESD ; Environmental and Sustainabilty Education Research ESER ; Global Classrooms; Global Learning; Global Learning for Sustainable Development GLSD ; Global-Local Contexts; Phenomenography; Sustainable Development; Teaching Approaches; Transdisciplinary Teaching; Transitions;
Abstract :
The overall aim of this thesis is to develop knowledge of teachingand learning sustainable development in global–local contexts. Theresearch field is global learning for sustainable development (GLSD). READ MORE
-
-
Author : Fan Zhang; Johan Håkansson; Chris Bales; Stefan Byttner; Högskolan Dalarna; []
Keywords : NATURVETENSKAP; NATURAL SCIENCES; district heating; machine learning; deep learning; HVAC; neural networks;
Abstract :
Buildings account for approximately 40% of the global energy, and Heating, Ventilation, and Air Conditioning (HVAC) contributes to a large proportion of building energy consumption. Two main negative characteristics that contribute to performance degradation and energy waste in an HVAC system are inappropriate control strategies and faults. READ MORE
-
Author : Mahbub Ul Alam; Rahim Rahmani; Jaakko Hollmén; Sadok Ben Yahia; Stockholms universitet; []
Keywords : NATURVETENSKAP; NATURAL SCIENCES; Internet of Medical Things; Patient-Centric Healthcare; Clinical Decision Support System; Predictive Modeling in Healthcare; Health Informatics; Healthcare analytics; COVID-19; Sepsis; COVID-19 Detection; Early Sepsis Detection; Lung Segmentation Detection; Medical Data Annotation Scarcity; Medical Data Sparsity; Medical Data Heterogeneity; Medical Data Security Privacy; Practical Usability Enhancement; Low-End Device Adaptability; Medical Significance; Interpretability; Visualization; LIME; SHAP; Grad-CAM; LRP; Electronic Health Records; Thermal Image; Tabular Medical Data; Chest X-ray; Machine Learning; Deep Learning; Federated Learning; Semi-Supervised Machine Learning; Multi-Task Learning; Transfer Learning; Multi-Modality; Natural Language Processing; ClinicalBERT; GAN; data- och systemvetenskap; Computer and Systems Sciences;
Abstract :
This thesis presents a critical examination of the positive impact of Machine Learning (ML) and the Internet of Medical Things (IoMT) for advancing the Clinical Decision Support System (CDSS) in the context of COVID-19 and early sepsis detection.It emphasizes the transition towards patient-centric healthcare systems, which necessitate personalized and participatory care—a transition that could be facilitated by these emerging fields. READ MORE
-
Author : Shuting Gao; Vinayagum Chinapah; Shangwu Zhao; Chang Zhu; Stockholms universitet; []
Keywords : SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Learner support; student support; support services; peer support; learner center; collaborative learning; interaction; motivation; critical thinking; creative thinking; deep learning; higher order learning; group learning; small group work; Community of Inquiry CoI ; ICT-based distance learning; Radio and TV University; distance education; Web-based learning; e-Learning; adult education; higher education; International and Comparative Education; internationell och jämförande pedagogik;
Abstract :
This thesis focuses on learner support in Chinese distance education. It draws a picture of Chinese modern distance education, covering the major issues in the field of learner support, and small group work as peer support. READ MORE
-
Author : Richa Upadhyay; Marcus Liwicki; Ronald Phlypo; Rajkumar Saini; Atsuto Maki; Luleå tekniska universitet; []
Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Multi-task learning; Meta learning; transfer learning; knowledge sharing algorithms; Machine Learning; Maskininlärning;
Abstract :
This thesis focuses on integrating learning paradigms that ‘share to learn,’ i.e., Multitask Learning (MTL), and ‘learn (how) to share,’ i.e. READ MORE
-