113 Tietojenkäsittely ja informaatiotieteet

 

Uusimmat viitteet

  • Identifying Risk-Prone Behavior of Seafarers by Using Explainable AI 

    Fouqué, Nicolas (2021)
    Despite the advancements in technologies for maritime navigation, maritime acci-dents are still a big problem in the industry. Extensive research has been done tostudy these accidents and try to find solutions to avoid ...
  • Overview of NOSQL Databases 

    Bhowmick, Pranoy Ranjan (2021)
    The proliferation of big data necessitates the business storing an increasing amount of data. The data in the enterprise's database must be accessible quickly. However, the Relational Database (RDB) is limited in its speed ...
  • Modeling molecular trajectories using long short-term memory with stacked state pooling 

    Lindfors, Otto (2021)
    Atomistic molecular dynamics can be used for simulating large molecular systems with great accuracy. The downside to this is that simulations are computationally expensive and thus take a long time to perform. Many times, ...
  • Learning Maritime Surface Ship by Imitation Learning 

    Landais, Clément (2021)
    Autonomy is being developed further and further in the maritime navigation area. The wish to create such autonomous vessels has several logistic, economic and environmental origins. Safety can be improved by applying ...
  • Predicting Blood glucose levels with Phased LSTM 

    Fagerholm, Jimmy (2021)
    In this thesis, a phased long short-term memory model is implemented to predict the blood glucose level in patients with type-1 diabetes with a 30-minute forecast. We will continue previous work by extending the standard ...
  • A formal toolchain for model-based testing of PLC systems 

    Chariyarupadannayil Sudheerbabu, Gaadha (2021)
    Programmable logic controllers (PLCs) are programmable controller devices broadly used for industrial automation in industrial control systems. The correct functioning of such systems using PLCs is of utmost importance ...
  • Learning autonomous maritime navigation with offline reinforcement learning and marine traffic data 

    Westerlund, Jimmy (2021)
    Autonomous shipping is a heavily researched topic, and currently, there are large amounts of ship traffic data available but unexploited. Autonomous ships have the potential to reduce costs and increase safety. The challenge ...
  • Using Principal Component Analysis to determine changes in Mechanical Properties 

    Jeba, Akewak (2021)
    The main goal of this study is to determine changes in mechanical properties using principal component analysis. This project included the main concept of principal component analysis and its implementation in determining ...
  • Near Field Communication for User Centric IoT Device Pairing and Authentication 

    Karlsson, Rasmus (2021)
    Many IoT pairing methods that are currently in use suffer from poor security due to, for example, choices made in order to make them more user-friendly. Factors that contribute to the lack of security include too high ...
  • Design and Implementation of a Wi-Fi Portal System 

    Asplund, Tobias (2021)
    The goal of the thesis is to develop a proof-of-concept of a Wi-Fi portal serviceto evaluate the feasibility and scope for creating a fully-fledged Wi-Fi portal solu-tion. A Wi-Fi portal is the webpage that users are ...
  • Overview of Behaviour-Driven Development tools for web applications 

    Österholm, Viktor (2021)
    Testing is an important part of software engineering. To avoid failure, software needs to be tested to ensure that it fulfils the requirements and that it is as defect-free as possible. Additionally, software needs to help ...
  • On Measuring Randomness 

    Lang, Karel (2021)
    Is it possible to determine what randomness is let alone measure and classify it? Can random number generators be tested and then compared with each other? How can we know if a randomness test is useful? These are questions ...
  • A comparison of FFUF and Wfuzz for fuzz testing web applications 

    Mattsson, Matheos (2021)
    We use web applications every day, even if we do not stop to think about it. Web applications are found on all devices ranging from phones to TVs to tablets and, of course, computers. As the usage of web applications grows ...
  • Application of a Distributed Software System on an Autonomous Maritime Vehicle 

    Brushane, Fredrik (2021)
    In the recent decade, the interest in technologies enabling autonomous vehicles has increased significantly in both industry and academia. Spurred by this interest, an autonomous boat research platform has been set up at ...
  • Sandpaper Defect Detection 

    Shahid, Imran Ahmad (2021)
    Sandpaper is an abrasive material used to smoothen, clean, or cut a surface. Sandpaper is made by gluing grains such as garnet or emery with a coating paper. Sometimes grains are not glued adequately with a coating paper ...
  • Continuous Compliance Automation in AWS cloud environment 

    Jansson, Isak (2021)
    Compliance is increasingly growing as an area of importance in the Information Technology sector to compete and deliver applications that follow regulatory requirements and standards. The scrutiny of auditors and regulators ...
  • 3D CN-LSTM for prediction of medical nanoparticle properties 

    Sustar, Vid (2021)
    Cancer is an increasing and already one of the most common causes of deathin developed countries. One way to fight cancer tumours is with targeted anti-tumour drug delivering nanoparticles (NPs). NPs can be ...
  • Artificial Intelligence in Cybersecurity and Network security 

    Sjöblom, Christoffer (2021)
    Cyber threats and network attacks are becoming more sophisticated each day. The number of daily attacks globally is rising, and the ways and techniques used to infiltrate company systems and personal devices are diverse. ...
  • Curating Glioma Tumors for Classification Methods in Machine Learning 

    Sjöberg, Joel (2021)
    Glioma is a cancer which begins in the glial cells within the brain. The presence of glioma tumors within the brain can cause a wide variety of symptoms, e.g. seizures, headaches and nausea. The analysis of these tumors ...
  • SOGS-API : An API for Satellite Data Retrieval 

    Silvennoinen, Markus (2021)
    The Finnish Meteorological Institute (FMI) has a set of satellite data retrieval tools, which are used in SOGS-API. The full name is Sodankylä Ground Station API. Initially, the API had been put together quickly, and the ...

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