Selaus julkaisuajan mukaan kokoelmassa 113 Tietojenkäsittely ja informaatiotieteet
Viitteet 21-40 / 160
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A Network Model towards Strong Controllability of Biological Networks
(Åbo Akademi, 2019)In systems biology, we study structures and networks with the goal of achieving an understanding of the system as a whole. The networks we study are often biological networks, say cancer networks. When we understand how ... -
Sitecore JavaScript Services Framework Comparison
(Åbo Akademi, 2019)The purpose of this thesis is to compare three modern JavaScript frameworks used in the context of JSS (Sitecore JavaScript Services) and define the most suitable one for a particular project case. The target project is ... -
Implementing Publish-Subscribe Pattern in a Microservice Architecture
(Åbo Akademi, 2019) -
Current AI technologies for medical imaging and ethical dilemmas created by them
(Åbo Akademi, 2019)Extensive amount of data is collected and documented every day in medical practice, but only a fraction of that data is analyzed and utilized for e.g. diagnosis and treatment plans. Due to the limited capacity of the human ... -
Maintainability of an RPA System Managing Termination of Insurance Policies
(Åbo Akademi, 2019)Defined as the ease with which a code can be read, understood, reused, modified, and tested, maintainability is a major quality attribute. Indeed, an easily maintainable project is more likely to have a long lifetime than ... -
Defining a Machine Learning implementation for demand forecasting in Dental Tracking System
(Åbo Akademi, 2019)In this document we conduct a comparison between the non-linear SVR (Support Vector Regressor) and the LSTM (Long-Short-Term Memory) Recurrent Neural models, for the prediction of dental assets demand on institutions using ... -
The 5G Network Solution for Intelligent Traffic : Literature Review and Simulation
(Åbo Akademi, 2019)As the successor to 4G and LTE networks, 5G is expected to offer more benefits to both business and society. The core characteristics of 5G network includes, but are not limited to, high bandwidth, data rate, network ... -
Improved Binary Bat Algorithm for Feature Selection
(Åbo Akademi, 2019) -
Evaluation of Prediction Models for Smart Oil Filters
(Åbo Akademi, 2019)In this master thesis, different modelling techniques for the remaining useful lifetime (RUL) of oil filter are discussed, implemented and tested. The filter is not only crucial for cleaning the oil, but it also helps ... -
CUSTOMER SEGMENTATION OF GOODBABY CUSTOMERS
(Åbo Akademi, 2019)When talking about China, the population has always been a hot topic. Since the two-child policy was fully opened at the end of 2015, people keep focusing on the maternal and child market that is expected to expand rapidly, ... -
LOW LATENCY ADAPTIVE VIDEO ENCODING
(Åbo Akademi, 2019) -
Simplifying A/B Testing Implementation and Management in Vaadin Application
(Åbo Akademi, 2019)Today, web technologies are developing rapidly, which offers all companies tremendousopportunities for developing web applications to solve their specific problems. While agood web application creates more chances to grow ... -
Sparse Robust Regression for Explaining Classifiers
(Åbo Akademi, 2019)A common characteristic of many datasets is the presence of outliers, items that do not follow the same structure as the rest of the data. If the outliers are not taken into account it will have negative consequences when ... -
Multi-Project Localization Translation Memory System
(Åbo Akademi, 2019)This thesis takes a general look at localisation both as a concept and as a process. As a concept, it tries to give a general description, including how it is seen from academic sources and from companies that develop ... -
A Study on Recommendation System with Library Data
(Åbo Akademi, 2019)The recommendation is a difficult task in the lack or absence of domain knowledge like facts and information of the item which is the subject of the recommendation. This study presents and compares algorithms used in ... -
Inverkan av sakernas internet (IoT) på flödesekonomin (SCM)
(Åbo Akademi, 2019) -
Optimizing the Critical Rendering Path for Decreased Website Loading Time
(Åbo Akademi, 2020) -
Reducing Cognitive Load for a Data-Intensive Web Application User
(Åbo Akademi, 2020)ABSTRACT Users experience certain levels of cognitive load when interacting with data-intensive web applications. The overload of a user’s cognitive workload leads to poor user experience (UX), inability to make timely ... -
Email classification with limited labeled data
(Åbo Akademi, 2020)In this thesis I evaluate different ways of classifying email messages in the absence of a large number of pre-classified training messages. When using machine learning to classify incoming emails, this lack of pre-labeled ...