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Center for Artificial Intelligence and Cybersecurity – AIRI

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News

Organized Congress “2nd Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems”

12.09.2019

A congress “2nd Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems” was organized at the Faculty of Engineering with the participation of some of the leading scientists in the fields of physics, signal processing, and artificial intelligence from 20 countries. The conference was organized at the Faculty of Engineering, University of Rijeka […]

Multi3Generation: Multi-task, Multilingual, Multi-modal Language Generation

10.09.2019

Language generation (LG) is a crucial technology if machines are to communicate with humans seamlessly using human natural language. A great number of different tasks within Natural Language Processing (NLP) are language generation tasks, and being able to effectively perform these tasks implies (1) that machines are equipped with world knowledge that can require multi-modal […]

Maritime Cyber Risk Management: An Experimental Ship Assessment

05.09.2019

The maritime transport industry is increasingly reliant on computing and communication technologies, and the need for cyber risk management of critical systems and assets on vessels is becoming critically important. In this paper, a comprehensive cyber risk assessment of a ship is presented. An experimental process consisting of assessment preparation activities, assess- ment conduct and […]

Language guidance tool for improving language knowledge

01.09.2019

In line with EU language policy and its efforts to promote mobility and intercultural understanding, language acquisition and multilingualism represent important elements of the EU’s language policy, promoting the knowledge of 2 languages in addition to the mother tongue. In line with the linguistic background of the EU policy the project “LanGuide” is focused on […]

Invited talk at SSIP 2019

22.07.2019

Ivan Štajduhar gave a lecture titled “Everything you never wanted to know about machine learning, but were forced to find out” at the 2019 Summer School on Image Processing (SSIP) in Timisoara, Romania, on July 10, 2019. https://www.info.uvt.ro/ssip2019/

Analysis of Primary Position Validation in ECDIS System

14.06.2019

The mandatory ECDIS transitional period has ended just recently. The technology matured and the progress towards the ECDIS as a primary means of navigation has continued. Safe and effective navigation mostly relies on accurate and valid positioning despite the system’s technological advancement. In general, the frequency of plotting and monitoring of ship’s position depends on […]

Kristijan Lenac held an invited lecture at the DREAMS 3rd IAB Workshop in Madrid

23.05.2019

Kristijan Lenac held an invited lecture “Blockchain – Basic concepts and applicability” at the DREAMS 3rd IAB Workshop in Madrid on 23rd of May 2019. in Madrid, Spain. The lecture presented an introduction to the blockchain technology with the focus on its applications to systems that generate, maintain and distribute information to aviation.

Translation Error Analysis in TREAT: A Windows App Using the MQM Framework

11.05.2019

The aim of this research paper is to conduct a thorough analysis of inter-annotator agreement in the process of error analysis, which is well-known for its subjectivity and low level of agreement. Since the process is tiresome in its nature and the available user interfaces are pretty distinct from what the average annotator is accustomed […]

Invited talk at the Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Ljubljana

09.05.2019

Invited talk on “Computer-Aided Decision Support Systems in Medicine” by Assis. Prof. Jonatan Lerga, PhD, at the Faculty of Electrical Engineering and Computer Science, University of Maribor, Slovenia, was held on the 9th of May, 2019.

Invited talk at the Faculty of Medicine, Vasile Goldis Western University of Arad, Arad, Romania

07.05.2019

Invited talk on “Computer-Aided Biomedical Signal Analysis” by Assis. Prof. Jonatan Lerga, PhD, at the Faculty of Medicine, Vasile Goldis Western University of Arad, Arad, Romania, was held on the 7th of May, 2019.

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Latest Projects

Knowledge Graphs in the Era of Large Language Models (KGELL)

LIVE Quantum – Development of an Integrated AI Platform for Multichannel Personalized Management of User Requests

Predicting Anomalous Trajectories Using Machine Learning

Adaptive Algorithms for Integrating Compressive Sensing with Deep Learning

Deep Learning for Smart Energy Systems Management

Latest Research Papers

Deep Unfolding ADMM Network for CS Image Reconstruction with Long-Short Term Residuals

XDT-FMARL: An Explainable Federated Multi-Agent Reinforcement Learning Framework for Energy-Efficient IoT Task Offloading

Proactive Context Aware Task Offloading in Digital Twin Driven Federated IoT Systems with Large Language Models

Pretraining and evaluation of BERT models for climate research

Digital Twin-Driven Federated Learning and Reinforcement Learning-Based Offloading for Energy-Efficient Distributed Intelligence in IoT Networks

Latest News

Knowledge Graphs in the Era of Large Language Models (KGELL)

LIVE Quantum – Development of an Integrated AI Platform for Multichannel Personalized Management of User Requests

LIVE Quantum project kick-off meeting

Pretraining and evaluation of BERT models for climate research

Invited lecture: “About the first GPS receiver on the Moon, and the other NASA space PNT stories” by James J. Miller (NASA)

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