Sökning: "Experimental Learning"

Visar resultat 6 - 10 av 414 uppsatser innehållade orden Experimental Learning.

1. 6. The influence of data annotation process requirements on performance criteria of ML models

   Kandidat-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

   Författare :Maab Mohammedali; Muntasir Adam; [2023-08-03]
   Nyckelord :;

   Sammanfattning : The data annotation process is a critical step in the development of machine learning (ML) models, as it entails labeling data to help supervised learning. This study investigates the impact of data annotation process requirements on the performance of ML models. LÄS MER

3. 7. DIFFERENTIAL OUTCOME TRAINING AND HUMANOID ROBOT FEEDBACK ON A VISUOSPATIAL GAMIFIED TASK: An experimental study investigating learning, affective social engagement cues and cognitive learning strategies

   Kandidat-uppsats, Institutionen för tillämpad informationsteknologi

   Författare :Alva Markelius; Sofia Sjöberg; [2023-02-01]
   Nyckelord :Human-robot interaction; gamified memory task; dementia; differential outcome theory; Furhat; engagement; digitalised treatments; robot assistance;

   Sammanfattning : By combining Differential Outcome Training (DOT), the usage of unique stimulus-response pairings, and feedback from a humanoid simulated robot (SDK) this study aims to improve learning performance of subjects on a visuospatial gamified memory task. This is achieved by using the SDK as an interface for an algorithm that provides audiovisual, reinforcing feedback promoting engangement in a new dyadic setup for a gamified task. LÄS MER

4. 8. OPTIMISATION AND UNDERSTANDING OF TECHNOLOGICAL ARTEFACTS An Experimental Study Investigating the Role of Causal Cognition and Social Learning in Micro-society Paradigms

   Kandidat-uppsats, Institutionen för tillämpad informationsteknologi

   Författare :Albin Högberg; Eva Iliefski-Janols; [2023-02-01]
   Nyckelord :Cumulative Technological Culture; Cognitive Niche Hypothesis; Cultural Niche Hypothesis; Social Learning; Causal Cognition; Micro-society Paradigms;

   Sammanfattning : Cumulative technological culture - how humans can build upon and improve the technology and tools of earlier generations - has been regarded as a main contributing factor for Homo sapiens' success as a species. In this study we investigate the role of causal cognition and social learning in the optimisation of technological artefacts. LÄS MER

5. 9. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

   Magister-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

   Författare :Laura Galera Alfaro; [2023]
   Nyckelord :Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

   Sammanfattning : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. LÄS MER

7. 10. Mathematical modelling simulation data and artificial intelligence for the study of tumour-macrophage interaction

   Magister-uppsats, Högskolan i Skövde/Institutionen för biovetenskap

   Författare :Jaysmita Khanindra Chaliha; [2023]
   Nyckelord :;

   Sammanfattning : The study explores the integration of mathematical modelling and machine learning to understand tumour-macrophage interactions in the tumour microenvironment. It details mathematical models based on biochemistry and physics for predicting tumour dynamics, highlighting the role of macrophages. LÄS MER