Generative Adversarial Networks for one-dimensional data
August 30, 2022
Successful employment of data-driven solutions, particularly based on deep learning approaches usually requires a big amount of data. However, due to various limitations in the acquisition of data from the real process, its availability is
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Reinforcement learning
August 25, 2022
The two most well-known and widespread machine learning paradigms are unsupervised and supervised learning. However, in the last three decades, another paradigm of machine learning called reinforcement learning has attracted significant attention in the research
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Deep learning for cyber-attack detection in industrial control systems
April 18, 2022
Industrial Control System (ICS) represents a common term that relates to different types of control systems which usually include the devices, systems, and networks used to operate and/or automate industrial processes. Today, ICSs are fully
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Object detection for mobile robots in manufacturing environment
April 8, 2022
Manufacturing environments are inherently unstructured and unexpected changes can significantly reduce efficiency and increase overall manufacturing time. Thereupon, the ability of manufacturing entities, such as mobile robots, to adapt to these changes and stochastic processes
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Classification of Wheeled Mobile Robot Configurations
March 8, 2022
Throughout the years, mobile robotic systems have shown time and time again their irreplaceable role in modern society. Firstly, they were only utilized for research purposes and employed within manufacturing or storage environments. However, nowadays,
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Convolutional Neural Networks for Efficient Semantic Segmentation
November 25, 2021
Semantic segmentation represents the process of labeling every pixel in the image with the pixel's class. Therefore, the image is no longer defined with RGB values but with the semantic map when the semantic segmentation
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MISSION4.0 team members were participants of India-Serbia workshop

June 17, 2022

Members of our team Associate Professor Dr. Milica Petrović and Dušan Nedeljković presented the results of the research carried out within the MISSION4.0 project at the workshop called “India-Serbia workshop on selected topics of artificial intelligence and information technology techniques and applications”. The workshop was held from June 13-15 in the Serbian Academy of Science […]

MISSION4.0 project was a part of the science-popular event called Science Picnic

June 8, 2022

MISSION4.0 project team members participated in the Science Picnic held on the 4th and 5th of June at Ada Ciganlija. The Science Picnic is an event organized by the Science Festival, which aims to show children of all ages the exciting and beautiful side of science. The stand of MISSION4.0 project was one of the […]

MISSION4.0 project at the International Fair of Technics and Technical Achievements

May 30, 2022

Unlike the last year, when the International Fair of Technics and Technical Achievements was canceled due to the pandemic caused by the COVID-19 virus, this year, fans of technique and technology again got the opportunity to attend this popular event. More than 500 exhibitors, including representatives of manufacturing and design companies, as well as scientific […]

The MISSION4.0 project team members held a public lecture for M.Sc. students

November 25, 2021

One of the MISSION4.0 project's goals is to enhance students' skills and empower their knowledge about Artificial Intelligence (AI). Therefore, the main aim of the public lecture held on Friday the 22th of October, 2021 was to introduce students to new AI techniques utilized within the MISSION4.0 project and present their advantages for solving a […]

7th Student’s Technical Science Congress

April 9, 2021

At the beginning of April, the seventh Students’ Technical Science Congress was held in Ratko Mitrović Congress Center at Zlatibor. The topic of the congress was “Technologies of Modern Engineering” and it was an excellent opportunity to disseminate and present research activities that are an integral part of the MISSION4.0 project. The lecture entitled “Autonomous […]