Map matching is the problem of matching recorded geographic coordinates to a logical model of the real world. A GPS navigation device sends coordinates by an error between 2 and 10 meters. This causes confusion about the true location of the vehicle especially in dense urban areas. Matching a vehicle’s location to the true road segment is a challenge.
As the programs represented as dataflow graphs can be implemented in the hardware level, a performance gain is achieved compared to ordinary programs, especially in the execution of data retrieval queries. The purpose of this project is to create a frontend application and necessary framework for generation of the dataflow graph from an SQL query.
Much of the content on the Web is not globally accessible. Barriers to access go far beyond access to Internet and devices. Disabilities, such as vision impairment are also important factors, for which W3C (World Wide Web Consortium) have been developing standards for technology providers - such as Web Browsers. However, accessibility of content goes beyond these factors as well. Language, literacy, specialization, culture, etc. are all related to whether content is truly accessible. For example, legal documents, even if made available are difficult to comprehend by ordinary people.
Machine Learning methods have long been applied to financial data. We explore the correlation (or the lack thereof) of financial data, such as the BIST 100 index or individual stock prices, to features extracted from financial news and past data. We intend to use the advancements in text classification and Natural Language Processing capabilities in general, and machine learning models to extract the features of Turkish news documents and stock price series using statistical methods and to analyze the correlation of the extracted features with the financial data.
An information retrieval system which provides structural and comprehensive classification of species in documents and articles is crucial in bioinformatics studies. Having this information spread through scientific articles and web pages leads to a need for automatically detecting bacteria entities in text, semantically tagging them using taxonomy, and finally extracting the classification among them. These are the challenges set forth by the Bacteria Biotopes Task of the BioNLP Shared Task 2016. This paper describes a system for bacteria entity normalization through the NCBI taxonomy.
Beta lactamase antibiotics are one of the widely used antibiotics in the world. They constitute most of the worldwide antibiotic usage and used for bacterial infections. Antibiotic resistance of bacterial organisms is an important health issue if we think about today’s world. Our aim is to check all the information about beta lactamase on the internet and journals, and retrieve all data to create our database system which you can easily search proteins, inhibitors and ligands that are related to beta lactamase enzymes.
Visible light constitutes a small fraction of electromagnetic spectrum. While visible light photography can capture a moment as the human eyes see it, hidden details can be revealed by using other imaging techniques such as thermography. In this project, we developed an estimator framework which includes a thermal camera driver and a system to run estimators on captured thermal video.
Player rating systems are essential nearly to any game situated in different contexts (video games, sports etc). This need arises from the fact that an unbalanced match is not enjoyable to any of it’s competitors. In this project we assume a generative model responsible for creation of past match results and we attempt to infer approximate posterior skills distributions by using three different algorithms: Metropolis-Hastings, Gibbs Sampler and Expectation Propagation.
In this project our aim is to develop a software application which targets to generate a web application from a User Interface (UI) file generated by the Qt Creator’s Designer. In that way creating a web application using only user friendly environment of Qt Designer will be possible. We worked on such software and at the end we were able to create a functional proof of concept application. UI file created by Qt does not provide information for methods defined in UI file; functions are defined in cpp code. Therefore for such implementation, whole project of Qt should be taken into account.
