UDG / EuroCC Montenegro will participate in the IEEE TELFOR 2021 conference

Researchers from the UDG / NCC Monteengro will be presenting the paper titled “Human Activity Detection Using Deep Learning and Bracelet with Bluetooth Transmitter”, authored by S. Cakic, S. Sandi, D. Nedic, S. Krco and T. Popovic, at the upcoming IEEE TELFOR 2021 conference. The conference will be taking place on 23-24 November 2022. The paper presents the use of AI/ML algorithms to implement human activity detection based on data collected from wearable IoT device and the research is done through collaboration with DNET Labs, an innovation technology company from Novi Sad, Serbia. More info on the conference is available at the following link.

ABSTRACT – The use of artificial intelligence, machine learning, and deep learning is finding its purpose in various fields nowadays. This paper describes a study in which Internet of
Things and deep learning are used to implement human activity detection based on data collected from bracelet equipped with Bluetooth transmitter. The main focus of the study was development of a prediction model using deep learning that would help elderly people and their caretakers. Time series data about elderly people activity was collected from bracelet using a Bluetooth gateway and IoT platform, and later annotated based on the activity logs they kept in a form of diary. A neural network is trained to classify data into two groups (binary classification problem) corresponding to activity of the person wearing the
bracelet. Initial study shows promising results of the presented approach for the use in human activity detection for elderly.

Paper to be presented on November 24th

H2020 AIMHiGH project featured in the Worhshop on Digitalization in Agriculture and Food Supply Chain

H2020 AIMHiGH – FoodHub Centre of Excellence and Faculty for Information Systems and Technologies at the University of Donja Gorica organized a workshop on Digitalization in Agriculture and Food Supply Chain. This was an online event managed through Moodle LMS platform during Octobar 7-15, 2021. There was over 50 attendees, mainly students and faculty members, but also some representatives from the industry. The organization of the event was done in the context of DIPOL project sponsored by the Ministry of Science of Montenegro. UDG and DNET were responsible for the realization of the event. H2020 AIMHiGH project done as an experiment within the FF4EuroHPC project was presented by Mr. Stevan Cakic.

AIMHiGH project is done in the context of FF4EuroHPC project with support from NCC Montenegro
Worhshop Agenda – Digitalization in Agriculture and Food Supply Chain

EuroCC Montenegro presented at the 4th Western Balkans Digital Summit

HPC NCC Montenegro presented the EuroCC project at the 4th Western Balkan (WB6) Digital Summit event. EuroCC was presented withing the Inspiring Cases presentations.
The 4th Western Balkan (WB6) Digital Summit was organized in hybrid platform, 11-13 October 2021 in Podgorica, Montenegro. The third day is an occasion of organizing high level meeting, gathering the WB6 prime ministers on the common path of digital transformation and integration process. Building on the experience of the high-level regional dialogue on digital transformation, the Western Balkan Digital Summit 2021 will be held in the framework of the Berlin Process and the Common Regional Market Action Plan for the Western Balkans adopted in Sofia in November 2020.
This Summit will bring together high-level representatives of the Governments from the Western Balkan economies, the European Commission (EC), the Regional Cooperation Council (RCC), business community and relevant stakeholders. The WB6 Digital Summit 2021 aims at showcasing good practices in the Western Balkans, highlighting the achievements and outcomes of the Digital Agenda, and exploring possibilities of building partnerships with the private sector, in the context of the digital transformation process.
The Summit promotes the Western Balkans digital perspective in the context of EU integration, while drawing the Path Ahead in the Digital Agenda, in order to prioritize the key objectives for the region. The Digital Summit will cover 4 main platforms: Network & Services Connectivity, Trust and Security, Digital Skills and Digital Economy.

More information about the event can be found here.

The event took place on October 11-13 in Podgorica, Montenegro
EuroCC project among the Inspiring Cases presentations
EuroCC presentation at the 4th Western Balkans Digital Summit 2021

EuroCC project featured in the presentation at European Researchers‘ Night 2021 event in Montenegro

Mr. Stevan Cakic from UDG, participated in the Montenegrin event organized under European Researchers’ Night 2021 on September . This was a 12-hour virtual event and Mr Cakic gave a presentation on his research work at UDG. The presentation discussed digital transformation and the use of AI/ML and HPC different domains and gave information about main projects being implemented at UDG. The presentation can be seen on YouTube, here.

Stevan Cakic presenting a the event
The title of the presentation was AI with applications

UDG / EuroCC Montenegro will take part at the IEEE IDAACS 2021 conference

UDG researchers will be presenting the paper titled “Forecasting Day-Ahead Electricity Price with Artificial Neural Networks: a Comparison of Architectures”, authored by M. Pavicevic and T. Popovic, at the upcoming IEEE IDAACS 2021 conference. The conference will be taking place on 22-25 September 2021. The paper presents the use of AI/ML algorithms and CNN architectures for prediction of prices for the electric energy markets. More info on the conference is available at the following link.

ABSTRACT – The spot price prediction for the electric energy markets is a widely approached problem, used by many participants in the market. The ever-shifting rules and regulations, rising percentage of the electricity on the market being produced by solar and wind plants and many stochastic factors influencing it make the market price of electricity very volatile and hard to forecast. Many methods are used to tackle this problem, and their efficiency varies from dataset to dataset. In this work, we use the dataset of hourly day-ahead spot prices from the Hungarian HUPX market, and couple it with weather data for Hungary. We test various types of Dense, Recurrent and Convolutional neural network architectures and report on the results.

M. Pavicevic, a Master candidate at the UDG, will be presenting at the IEEE IDAACS 2021

Seminar – University in the Future of Miracles, The AI Economy

On the 31st of August 2021 at the Univeresity of Donja Gorica a seminar called “University in the future of miracles” whose creator is professor Veselin Vukotic, rector of the University, was held. The idea of the seminar is to engage into discussion and exchange of ideas about books which were given on the recommendation of professor Vukotic:

  1. “The AI Economy: Work, Wealth and Welfare in the Age of the Robot”, Roger Bootle;
  2. Superconnected: internet, digitalni mediji i tehno-društveni život”, Mary Chayko;
  3. „Change “, Richard Gerver.

The book chosen for the first seminar was “The AI Economy: Work, Wealth and Welfare in the Age of the Robot” by Roger Bootle. The presenters had the opportunity to share their thoughts and ideas about the book as well as engage into discussions with all present.

The AI Economy by R. Bootle wat the first book discussed at the Seminar

According to the planned agenda, the introductory speech was given by professor Vukotic, after which the chosen presenters continued. Short introductory presentations were given by: Zoran Djikanovic PhD, Ivana Ognjanovic PhD and Luka Lakovic MSc.

The seminar was attended by around 70 professors and associates of UDG.

Fortissimo FF4EuroHPC Experiment Workshop

HPC NCC Moontenegro is attending a two day workshop on experiments done in context of FF4EuroHPC project demonstrating the use of HPC, HPDA and AI for solving real-life problems using HPC technology (July 6-7, 2021). Over 50 participants attending and discussing the benefits and opportunities HPC, HPDA and AI offer. The experiments are focused on business aspect of applications and demonstration on how HPC, DA and AI can help crete new vaule to SMEs. NCC Montenegro is participating in one of the FF4EuroHPC experiments targeting the use of HPC and AI in creation of a HPC supported computer vision sensors for the poultry sector.

Over 50 people attending during the first day of the workshop