Browsing Master theses by Issue Date
Now showing items 41-60 of 197
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Synthesizing Skin Lesion Images Using Generative Adversarial Networks
(Master thesis, 2020-10-02)According to the World Health Organization cancer is the second leading cause of death globally [1], and the most common cancer in the world is skin cancer [2]. To get a skin cancer diagnosis, a patient will usually mention ... -
Machine learning and electronic health records
(Master thesis, 2020-10-02)In this work, we investigate the benefits and complications of using machine learning on EHR data. We survey some recent literature and conduct experiments on real data collected from hospital EHR systems. -
Scalable Readout for Proton CT
(Master thesis, 2020-10-02)Denne oppgaven er en del av arbeidet med å utvikle en prototype detektor for proton CT. Den tar for seg første del av data prosessering nødvendig får rekonstruksjon og analyse av dataene og debugging av systemet.. -
Kernelization for Balanced Graph Clustering
(Master thesis, 2020-10-03)The problems of Balanced Graph Clustering ask whether it is possible to modify a graph such that it becomes a cluster graph where no cluster has a size larger than a given multiplicative factor or absolute difference ... -
Building a flexible CBT model based on structured data for the COPE app
(Master thesis, 2020-10-07) -
Maximum weighted matching on a GPU
(Master thesis, 2020-11-12)In this thesis we give the first parallel GPU-implementation of the ROMA algorithm suited for complete graphs. ROMA is an approximation algorithm solving the maximum weighted matching problem. Our algorithm achieves an ... -
Differential Power Analysis of the SKINNY Family of Block Ciphers
(Master thesis, 2020-12-16)The SKINNY family of lightweight block ciphers is well-researched in terms of standard cryptanalysis, but little has been done in the field of power analysis attacks. By sequentially dividing and conquering, univariate ... -
Quantum Computing, how it is jeopardizing RSA, and Post-Quantum Cryptography
(Master thesis, 2020-12-19)Quantum computers are a fact and with the quantum computers follows quantum algorithms. How will quantum computing affect how we look at public-key cryptography? And more specifically: how will it affect the most widely ... -
How to realise an adaptive patient model within iCBT using adaptive learner models
(Master thesis, 2021-01-21) -
Developing a recommender system artifact for patient tailored therapy in the COPE project
(Master thesis, 2021-01-21)Mental health disorders affect people from all over the world of all ages. Depression is of the most common mental health problems and is commonly experienced by women during and after breast cancer treatment. Cognitive ... -
Short-term Spatiotemporal Load Forecasting for Norwegian Bidding Zones
(Master thesis, 2021-06-01)Short-term load forecasting is vital for electric utility companies. The objective of this thesis is the short-term load forecasting of the five bidding zones in the Norwegian electrical grid. This master thesis proposes ... -
Neural Networks for Lossy Weakly-Private Information Retrieval
(Master thesis, 2021-06-01)The availability of information through public accessible databases has never beengreater, but do raise privacy concerns. Private information retrieval schemes guar-antees full privacy regarding the servers ability to infer ... -
Refactoring of Ocean Data Processing and Visualization Software Using Scientific Workflow Modeling
(Master thesis, 2021-06-01)The Arctic Package is a MATLAB software package for modeling and visualization of acoustic propagation. It aims to improve the accessibility and understanding of ocean processes and how they affect the climate. This thesis ... -
Streamlining research processes by organising, coordinating and analysing medical test data and video material - In the context of CLE testing and ILO research
(Master thesis, 2021-06-01)After many years of research, the condition Induced Laryngeal Obstruction (ILO) recently became an official diagnose. However, a lot is yet to be explored regarding the condition and its role in the respiratory system [1]. ... -
Analysis of Word Embeddings: A Clustering and Topological Approach
(Master thesis, 2021-06-01)Over the last few years, advances in natural language processing (NLP) have enabled us to learn more from textual data. To this end, word embedding models learn vectorized representations of words by training on big sets ... -
Utilizing the SHAP framework to bypass intrusion detection systems
(Master thesis, 2021-06-01)The number of people connected to the internet is swiftly growing, and technology is increasingly integrated into our daily lives. With this increase, there is a surge of attacks towards the digital infrastructure. It is ... -
Deanonymizing communications on The Onion Router (TOR) network with Deep Learning
(Master thesis, 2021-06-01)Staying anonymous on the Internet is becoming increasingly difficult. Advertisements for services that to some extent offer privacy are frequent, and the general population seems to be more aware of privacy than previously. ... -
Machine Learning based Detection and Identification of Trees using High Resolution Satellite Images
(Master thesis, 2021-06-01) -
Utilizing public repositories to improve the decision process for security defect resolution and information reuse in the development environment
(Master thesis, 2021-06-01)Security risks are contained in solutions in software systems that could have been avoided if the design choices were analyzed by using public information security data sources. Public security sources have been shown to ... -
Machine Learning Approaches in Imaging Genetics
(Master thesis, 2021-06-01)Established approaches in imaging genetics and genome wide association studies (GWAS) such as univariate, multivariate and voxel-wise approaches, are prone to certain disadvantages such as being computationally expensive, ...