Selaus nimekkeen mukaan kokoelmassa 113 Tietojenkäsittely ja informaatiotieteet
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A Case Study Analysis of Salt Gems LLC. An Online SME : Inception – Transformation – Progress
(Åbo Akademi, 2020)The purpose of this thesis is to highlight the logistics issues and their solutions in the e-commerce trade. The case study will also describe the logistics strategies which can be used to minimize the shipping costs to ... -
A COMPARISON OF DATA INGESTION PLATFORMS IN REAL-TIME STREAM PROCESSING PIPELINES
(Åbo Akademi, 2020)In recent years there has been an increasing demand for real-time streaming applications that handle large volumes of data with low latency. Examples of such applications include real-time monitoring and analytics, electronic ... -
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 ... -
A simulator for evaluating machine-learning algorithms for autonomous ships
(Åbo Akademi, 2020)In this thesis, a ship simulator capable of training agents in ship behavior is presented. The simulator can be used to train and simulate agents with different kinds of behaviors. The simulator supports ships and boats ... -
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 ... -
A SYSTEM FOR TRACKING KINDERGARTEN CHILDREN
(Åbo Akademi, 2019)In Saint-Petersburg, Russia, most people choose to send their children to state kindergartens. However, the current situation is that there are 15 or more children in one group with one or two teachers. In addition, ... -
A Systematic Literature Review on DevOps and its Definitions, Adoptions, Benefits and Challenges
(Åbo Akademi, 2020)The increased pace of software development and rapid changes of business- and technological requirements have introduced a new type of software development culture called DevOps. IT Operations and Software Development have ... -
ADOPTION OF THE MICROSERVICE ARCHITECTURE
(Åbo Akademi, 2019) -
AI and Game complexity : Game benchmarking by using reinforcement learning
(Åbo Akademi, 2020)The aim of this thesis is to use different reinforcement learning techniques to produce models that can play video games. The core idea behind reinforcement learning is that an AI can learn to play a game only by exploring ... -
Algorithm Analysis in OpenDSA : An Online, Open Source, Interactive Platform for Data Structures
(Åbo Akademi, 2016)New methods and opportunities for learning have appeared through the arrival of electronic learning frameworks. Over the past few years, several eLearning environments have been created by experts in the field to make ... -
Användarens påverkan i aktiv inlärning
(Åbo Akademi, 2019) -
Applying Test-driven Development in Evaluating Student Projects
(Åbo Akademi, 2020)Grading software projects submitted by students can become a heavy and time-consuming task, which for many students, can result in delayed feedback provided to them. Additionally, one would like to allow students to evaluate ... -
Automatic Image Annotation Using Transfer Learning on Convolutional Neural Networks
(Åbo Akademi, 2018)Categorizing images in order to create image tags for easy searching is often a manual, and thus time-consuming, process. By utilizing a convolutional neural network to perform image classification, one can automate this ... -
Biomedical Text Dependency Parsing with the Neural Turku Parser
(Åbo Akademi, 2020) -
Challenges and Solutions in 5G Infrastructure Construction
(2021)5G, as a new telecommunication generation, is growing rapidly. Meanwhile, problems occur. All previous telecommunication technology generations (from 1G to 4G) connect humans, but 5G aims at connecting objects. 5G has three ... -
Classification of Heavy Metal Subgenres with Machine Learning
(Åbo Akademi, 2020)The music industry is undergoing an extensive transformation as a result of growth in streaming data and various AI technologies, which allow for more sophisticated marketing and sales methods. Since consumption patterns ... -
COLREG compliant collision avoidance using reinforcement learning
(Åbo Akademi, 2020) -
Continuous integration in WordPress plugin development
(Åbo Akademi, 2020)Continuous integration is an agile software development practice that enables teams to work efficiently together. It is first and foremost a mindset, which encourages de- velopers to integrate often to transform historically ... -
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 ... -
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, ...
