Blar i Scientific Publications in Information and Communication Technology på dokumenttype "Doctoral thesis"
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Automatic Generation of Personalized Recommendations in eCoaching
(Doctoral dissertations at the University of Agder; no. 421, Doctoral thesis, 2023)Denne avhandlingen omhandler eCoaching for personlig livsstilsstøtte i sanntid ved bruk av informasjons- og kommunikasjonsteknologi. Utfordringen er å designe, utvikle og teknisk evaluere en prototyp av en intelligent ... -
Explainable Deep Learning for Human Behaviour Understanding: Sleep Monitoring, Human Activity Recognition, and Future Opportunities for Healthcare
(Doctoral dissertations at University of Agder;no. 511, Doctoral thesis, 2024)This Ph.D. thesis investigates the transformative potential of explainable deep learning in human behavior analysis, focusing on sleep monitoring and human activity recognition. The research addresses a critical need in ... -
Identification of Nonlinear Causality in Multivariate Systems by Designing Interpretable Machine Learning Models
(Doctoral dissertations at University of Agder; no. 499, Doctoral thesis, 2024)The study focusing on inference and data analysis within networks has become increasingly important. This is due to the growing number of interconnected systems and the vast amounts of data they produce. Many of these ... -
On the Theory and Applications of Hierarchical Learning Automata and Object Migration Automata
(Doctoral dissertations at University of Agder; no. 444, Doctoral thesis, 2023)The paradigm of Artificial Intelligence (AI) and the sub-group of Machine Learning (ML) have attracted exponential interest in our society in recent years. The domain of ML contains numerous methods, and it is desirable ... -
Online Machine Learning for Inference from Multivariate Time-series
(Doctoral Dissertations at the University of Agder; no: 429, Doctoral thesis, 2023)Inference and data analysis over networks have become significant areas of research due to the increasing prevalence of interconnected systems and the growing volume of data they produce. Many of these systems generate ... -
Optimization of Multivariate Hawkes Processes via Decentralized Learning Automata: Towards Learning How to Boost Factual Information on Social Networks
(Doctoral dissertations at University of Agder;no. 439, Doctoral thesis, 2023)The increasing amount of misleading information on Social Media (SM) platforms is problematic. The reason is that these platforms have become one of the primary sources of information due to their ease-of-use and cheap ... -
The role of information systems in global governance: The case of climate reporting
(Doctoral dissertations at University of Agder; 460, Doctoral thesis, 2024)We live in a globally interconnected and interdependent world, where societal challenges are increasingly global in character. States and local communities cannot effectively address such challenges by themselves, which ... -
A Rule-Based Framework for Interpretable Natural Language Processing
(Doctoral dissertations at University of Agder; no. 500, Doctoral thesis, 2024)In recent years, neural network models have demonstrated remarkable results in natural language processing (NLP) tasks. These models have replaced complex hand-engineered methods for extracting and representing sentence ... -
A Simulation-Based Framework for the Design of Direction-Independent Human Activity Recognition Systems Using Radar Sensors
(Doctoral dissertations at University of Agder;no. 487, Doctoral thesis, 2024)Human activity recognition (HAR) systems play an important role in understanding and interpreting human movements across various domains, with applications ranging from automobiles to smart homes and health. This dissertation ...