Blar i Department of Information and Communication Technology på emneord "IKT591"
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3D Convolution Neural Networks for Medical Imaging; Classification and Segmentation : A Doctor’s Third Eye
(Master thesis, 2020)In this thesis, we studied and developed 3D classification and segmentation models for medical imaging. The classification is done for Alzheimer’s Disease and segmentation is for brain tumor sub-regions. For the medical ... -
A Scalable Architecture for Parallel Execution of the Tsetlin Machine
(Master thesis, 2019)With the Tsetlin Machine recently released, much research has been done on itscapabilities, with great success. However, the lack of tools available, and generalknowledge of the Tsetlin Machine prevents it from being ... -
Classification of Diabetes and Cardiac Arrhythmia using Deep Learning
(Master thesis, 2018)Deep Learning (DL) is a research area that has ourished signi cantly in the recent years and has shown remarkable potential for arti cial intelligence in the eld of medical applications. The reasons for success are ... -
Design and implementation of wake-up radios for long-range wireless IoT devices
(Master thesis, 2019)As the development within Internet of things IoT increases rapidly andthe market starts to utilize its potential, an enormous effort is being madein both academia and industry to optimize solutions according to the mar-ket ... -
Learning Automata-Based Object Partitioning with Pre-Specified Cardinalities
(Master thesis, 2020)The Object Migrating Automata (OMA) has been used as a powerful AI-based tool to resolve real-life partitioning problems. Apart from its original version, variants and enhancements that invoke the pursuit concept ... -
MAC Protocols for WuR Enabled WSNs : Design and Performance Evaluation
(Master thesis, 2017)Increasing energy efficiency is a challenging task for protocol design in wireless sensor networks (WSNs) as well as in Internet of things (IoT). Traditionally, duty-cycled (DC) protocols have been widely adopted for ... -
Ultra Reliable Communication in 5G Networks: A Dependability-based Availability Analysis in the Space Domain
(Master thesis, 2017)As our daily life is becoming more dependent on wireless and mobile services, seamless network connectivity is of utmost importance. Wireless networks are expected to handle the growing demand for applications which ...