Essays about: "adaptive learning"

Showing result 1 - 5 of 191 essays containing the words adaptive learning.

  1. 1. Dealing With The Unexpected in Prehospital Patientcare: The Lived Experience Of EMS Clinicians

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Aart-Jan Ketelaar; [2024]
    Keywords : Patient safety; Prehospital patientcare; EMS clinician; Resilient healthcare; Human factors; Decision making; Learning; Expertise; Emergency care; Adapting; Complexity; Complex systems; Phenomenology; FLMU06; Social Sciences;

    Abstract : Background In prehospital patient care, numerous patients are examined, treated, and transported. Some are acutely seriously ill, while others, though not acutely ill, necessitate ambulance transport due to their inability to do so independently. Among the latter group, patients may be sicker than initially estimated. READ MORE

  3. 2. Unsupervised Online Anomaly Detection in Multivariate Time-Series

    University essay from Uppsala universitet/Datorteknik

    Author : Ludvig Segerholm; [2023]
    Keywords : unsupervised; online; anomaly detection; explainable ai; machine learning; mahalanobis distance;

    Abstract : This research aims to identify a method for unsupervised online anomaly detection in multivariate time series in dynamic systems in general and on the case study of Devwards IoT-system in particular. A requirement of the solution is its explainability, online learning and low computational expense. READ MORE

  4. 3. Adaptive Model-Based Temperature Monitoring for Electric Powertrains : Investigation and Comparative Analysis of Transfer Learning Approaches

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Chenzhou Huang; [2023]
    Keywords : Transfer Learning; Condition Monitoring; Domain Adaptation; Neural Network; Powerstrain.; Siirto-oppiminen; kunnonvalvonta; verkkotunnuksen mukauttaminen; neuroverkko; voimansiirto.; Överföring lärande; tillståndsövervakning; domänanpassning; neuralt nätverk; Powerstrain;

    Abstract : In recent years, deep learning has been widely used in industry to solve many complex problems such as condition monitoring and fault diagnosis. Powertrain condition monitoring is one of the most vital and complicated problems in the automation industry since the condition of the drive affects its health, performance, and reliability. READ MORE

  5. 4. Comparison of Recommendation Systems for Auto-scaling in the Cloud Environment

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Nikhil Boyapati; [2023]
    Keywords : Auto-Scaling; Auto-Scaling Recommendations; Cloud Environment; K-Nearest Neighbors; Machine Learning; Recommendation Systems; Random Forests; Support Vector Machines;

    Abstract : Background: Cloud computing’s rapid growth has highlighted the need for efficientresource allocation. While cloud platforms offer scalability and cost-effectiveness for a variety of applications, managing resources to match dynamic workloads remains a challenge. READ MORE

  6. 5. Analyzing the risk of Maladaptation: Implications for adaptation projects among development agencies

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Bikram Sedhai; [2023]
    Keywords : Climate Change Adaptation; Maladaptation; Non-Governmental Organizations; Transformational Adaptation; International aid; Social Sciences; Earth and Environmental Sciences;

    Abstract : The need for climate change adaptation is widely acknowledged and adaptation projects around the world are proliferating. Despite being one of the key actors for the implementation of adaptation projects, significant knowledge gaps persist regarding the potential maladaptive outcomes of such projects for international non-governmental organizations. READ MORE