Search for dissertations about: "Deep Learning"

Showing result 1 - 5 of 358 swedish dissertations containing the words Deep Learning.

  1. 1. Learning and teaching sustainable development in global-local contexts

    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

  2. 2. Machine learning for building energy system analysis

    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

  3. 3. Advancing Clinical Decision Support Using Machine Learning & the Internet of Medical Things : Enhancing COVID-19 & Early Sepsis Detection

    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

  4. 4. Learner support for distance learners : A study of six cases of ICT-based distance education institutions in China

    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

  5. 5. Sharing to learn and learning to share : Fitting together metalearning and multi-task learning

    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