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Knowledge-lean Text Mining
TUCS Dissertations : 227 (Turku Centre for Computer Science (TUCS), 08.12.2017)This thesis explores the process of introducing text mining to new areas of application, which involves both defining appropriate types of analysis and often designing appropriate computational methods to support the ... -
m-Equine : IS support for the horse industry
TUCS Dissertations : 169 (Turku Centre for Computer Science (TUCS), 24.01.2014)The horse industry is in many ways still operating the same way as it did in the beginning of the 20th century. At the same time the role of the horse has changed dramatically, from a beast of burden to a top athlete, a ... -
Mapping financial stability
TUCS Dissertations : 159 (Turku Centre for Computer Science (TUCS), 07.06.2013)The ongoing global financial crisis has demonstrated the importance of a systemwide, or macroprudential, approach to safeguarding financial stability. An essential part of macroprudential oversight concerns the tasks of ... -
Methods for construction and analysis of computational models in systems biology : applications to the modelling of the heat shock response and the self-assembly of intermediate filaments
TUCS Dissertations : 138 (Turku Centre for Computer Science (TUCS), 26.08.2011)Systems biology is a new, emerging and rapidly developing, multidisciplinary research field that aims to study biochemical and biological systems from a holistic perspective, with the goal of providing a comprehensive, ... -
Model-based testing of software systems : functionality and performance
TUCS Dissertations : 202 (Turku Centre for Computer Science (TUCS), 04.09.2015)Software is a key component in many of our devices and products that we use every day. Most customers demand not only that their devices should function as expected but also that the software should be of high quality, ... -
Model-based Verification and Testing of Web services : Functionality, Robustness and Vulnerability Analysis
(Åbo Akademi - Åbo Akademi University, 04.04.2020)- -
Model-driven development and verification of fault tolerant systems
TUCS Dissertations : 223 (Turku Centre for Computer Science (TUCS), 24.05.2017)Dependability is an ability of a computer-based system to deliver services that can be justifiably trusted. There is a wide range of computer-based systems that provide services that are critical for our society, e.g., ... -
New Approach for Market Intelligence Using Artificial and Computational Intelligence
(Åbo Akademi - Åbo Akademi University, 10.02.2023)Small and medium sized retailers are central to the private sector and a vital contributor to economic growth, but often they face enormous challenges in unleashing their full potential. Financial pitfalls, lack of adequate ... -
On advancing business intelligence in the electricity retail market
TUCS Dissertations : 182 (Turku Centre for Computer Science (TUCS), 30.09.2014)In recent decades, business intelligence (BI) has gained momentum in real-world practice. At the same time, business intelligence has evolved as an important research subject of Information Systems (IS) within the decision ... -
On the impact of rigorous approaches on the quality of development
TUCS Dissertations : 143 (Turku Centre for Computer Science (TUCS), 12.12.2011)Software systems are expanding and becoming increasingly present in everyday activities. The constantly evolving society demands that they deliver more functionality, are easy to use and work as expected. All these challenges ... -
Opening the black-box of IT artifacts : looking into mobile service characteristics and individual perception
TUCS Dissertations : 149 (Turku Centre for Computer Science (TUCS), 02.11.2012) -
Optimizing Stateful Serverless Computing
(Åbo Akademi University, 28.05.2021)Stateful serverless computing is a new paradigm within cloud computing. It successfully incorporates state management with serverless computing. Serverless computing is a form of cloud computing where the servers necessary ... -
Performance Exploration and Testing of Web-based Software Systems
(Åbo Akademi University, 07.12.2020)Modern society relies heavily on a wide range of inter-connected software systems for finance, energy distribution, communication, and transportation. The era of controlled communication in closed networks for limited ... -
Predicting Risk and Return in Peer-to-Peer Lending with Machine Learning : A Decision Making Approach
(Åbo Akademi University, 03.12.2021)Credit risk is one of the prominent risk types in the financial industry. It is the risk associated with lending money to borrowers, where the risk is the likelihood of not receiving back the money as a result of borrowers ... -
Proactive management of video transcoding services
TUCS Dissertations : 222 (Turku Centre for Computer Science (TUCS), 04.05.2017)The consumption of digital video has tremendously increased in the last decade due to advances in information technology, computational capability and communication networks. Following that, video processing applications ... -
Qualitative Methods for Modeling Biochemical Systems and Datasets : The Logicome and the Reaction Systems Approaches
TUCS Dissertations : 229 (Turku Centre for Computer Science (TUCS), 12.02.2018)In our everyday life we use a number of complex systems that consist of many closely interconnected components. None of the individual components possess a property of the whole system but when they come together they give ... -
Quantitative refinement of reaction-based biomodels
TUCS Dissertations : 199 (Turku Centre for Computer Science (TUCS), 25.06.2015)In the field of molecular biology, scientists adopted for decades a reductionist perspective in their inquiries, being predominantly concerned with the intricate mechanistic details of subcellular regulatory systems. ... -
Refinement of biomodels using Petri nets
TUCS Dissertations : 216 (Turku Centre for Computer Science (TUCS), 20.10.2016)Systems Biology is the multidisciplinary field concerned with the research of large, complex biological systems from a holistic perspective. The end goal is to understand how such systems function as a whole rather than ... -
Reusable formal architectures for networked systems
TUCS Dissertations : 162 (Turku Centre for Computer Science (TUCS), 13.09.2013)Today's networked systems are becoming increasingly complex and diverse. The current simulation and runtime verification techniques do not provide support for developing such systems efficiently; moreover, the reliability ... -
Rigorous development of safety-critical systems
TUCS Dissertations : 193 (Turku Centre for Computer Science (TUCS), 05.03.2015)Nowadays, computer-based systems tend to become more complex and control increasingly critical functions affecting different areas of human activities. Failures of such systems might result in loss of human lives as well ...