To improve the life expectancy and quality of a patient, early diagnosis, medical attention and accurate analysis are required. In this work, we propose a highly scalable system, with a focus on generalizability to other domains, that is capable of end-to-end cranial surgery planning, being the first study to define the surgery planning operation as an optimization problem and solving...
Computing
2021, Computing, Tunisia / 20.07.2021
DiGI BANK (Digital Customer Relationship)
Detection of Customer visits to Bank branches using RFID technology and open CV module for service improvement, security enhancement and customer loyalty services. Customers equipped with RFID stickers on the back of payment card, or savings book will be detected at their entrance and exit to the branch . However other customers non-equipped with RFID Tags could also be recognized...
2021, Computing, Spain / 20.07.2021
Formulation and implementation of a support vector machine on D-Wave’s quantum annealer
The main focus is the mathematical formulation and implementation of a support vector machine (SVM) algorithm in D-Wave’s quantum annealer. The first step was to formulate the problem as a quadratic unconstrained binary optimization (QUBO) problem. With some adaptations, physical limitations of the quantum computer were overcome. Finally, I coded the algorithm and executed it in the quantum annealer, along...
2021, Computing, Slovakia / 20.07.2021
Omnis: Modular Question Answering Web Search Engine
In this project, we have created a web search engine, Omnis, capable of question answering, which utilizes for this purpose artificial intelligence for reading comprehension and information extraction. The system obtains and processes data from unstructured texts, web documents, and various knowledge bases. Additionally, the engine is based on a modular architecture, which means that anyone can freely expand it...
Algorithmics is about solving problems formally. My algorithm belongs to text algorithms that relate to processing sequences of data. The problem itself is a variation of a classical problem in computer science called pattern matching. Its input data consists of two real number sequences - a pattern and a text, and the goal is to find contiguous parts of the...
2021, Computing, Latvia / 19.07.2021
Analysis of Application of Simulation Modelling Technologies in Traffic Jams Control
As personal transport becomes more available, the task of regulating road traffic and traffic jams management is becoming increasingly important. The present work is focused on the part of the problem of road traffic regulation, which includes simulation modeling of traffic flow. The goal of the work is to study the application of simulation modeling in solving traffic regulation problems,...
2021, Computing, Israel / 19.07.2021
Detection and quantification of Macrobrachium rosenbergii larvae in culture tanks, using image processing with artificial intelligence
Current global trends show that food shortages are expected to occur throughout the world in 2050. Therefore, it is paramount to advance the aquaculture industries to modern technology standards. A key challenge in this field is the tiny size and large numbers of prawns, which are a crucial part of the food supply in Asia. This presents a major difficulty...
2021, Computing, Ireland / 19.07.2021
Towards detecting state-of-the-art deepfakes
Deep learning, while able to solve complex problems, is likewise capable of creating technologies that threaten privacy, democracy, and national security. One of these technologies is the ability to create images or videos that humans cannot distinguish from authentic media. Such generated media are termed ‘deepfakes’. While methods of automatic deepfake detection exist, current methods are unsuitable for deployment at...
2021, Computing, Germany / 19.07.2021
Photometric Search for Exomoons by using Deep Learning and Convolutional Neural Networks
Astronomers know of more than 4,000 exoplanets. These are celestial bodies that orbit a star other than our Sun. However, none of these has yet been proven to have a moon, although there are some possible candidates. Lukas Weghs wrote an intelligent programme for a high-performance computer that helps identify possible exomoons. This is done using the transit method, which...
2021, Computing, Finland / 19.07.2021
Strategies of the board game African Star
We studied the strategies of popular nordic board game African star with computer simulation. We digitized the game using Python coding language and built strategies that navigate the game board using graph theory path algorithms. We divided testing of the strategies into phases. We found out that Cairo is a bit better starting position than Tangier but one shouldn't rush...