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Center for Artificial Intelligence and Cybersecurity – AIRI

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International Collaboration

Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning

15.06.2022

Developing artificial learning systems that can understand and generate natural language has been one of the long-standing goals of artificial intelligence. Recent decades have witnessed an impressive progress on both of these problems, giving rise to a new family of approaches. Especially, the advances in deep learning over the past couple of years have led […]

Artificial intelligence-based predictive model of nanoscale friction using experimental data

08.03.2021

A recent systematic experimental characterisation of technological thin films, based on elaborated design of experiments as well as probe calibration and correction procedures, allowed for the first time the determination of nanoscale friction under the concurrent influence of several process parameters, comprising normal forces, sliding velocities, and temperature, thus providing an indication of the intricate […]

Invited talk at the Faculty of Informatics, Eötvös Loránd University, Budapest, Hungary

11.12.2019

Invited talk on “Computer-Aided Nonstationary Signal Processing” by Assis. Prof. Jonatan Lerga, PhD at the Faculty of Informatics, Department of Programming Languages and Compilers, Eötvös Loránd University, Budapest, Hungary, was held on 11th of December, 2019.

Invited talk at the Institute of Informatics in Szeged, Hungary

28.11.2019

On November 28, 2019, Ivan Štajduhar gave a talk titled “Machine Learning for Medical Imaging” at the Institute of Informatics in Szeged, Hungary, presenting the current research activities of the group.

Invited talk at the Department of Mathematics and Informatics, J. Selye University, Komarno, Slovakia

17.10.2019

Invited talk on “Applications of Computer-Aided Signal Processing” by Assis. Prof. Jonatan Lerga, PhD, at the Department of Mathematics and Informatics, J. Selye University, Komarno, Slovakia, was held on 17th of October, 2019.

Invited talk at the 7th Conference on Information Theory and Complex Systems (TINKOS 2019), Belgrade

15.10.2019

Invited talk on “Local Entropy Measures with Applications in Biomedicine” by Assis. Prof. Jonatan Lerga, PhD, at the 7th Conference on Information Theory and Complex Systems (TINKOS 2019), Belgrade, Serbia, was held on the 15th of October, 2019.

Visiting Professor Lecture: László Szabó form the Eötvös Loránd University, Budapest, Hungary

03.10.2019

Prof. László Szabó (Eötvös Loránd University, Budapest, Hungary) held an interesting lecture on the stable matching problem at the Faculty of Engineering on 3rd of October, 2019. The event took place at the Faculty of Engineering, University of Rijeka (www.riteh.uniri.hr).

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/

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.

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.

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Latest Projects

ABsistemDCiCloud

Machine Learning for Knowledge Transfer in Medical Radiology

Estimating River Discharges in Highly Stratified Estuaries

Multilayer Framework for the Information Spreading Characterization in Social Media during the COVID-19 Crisis (InfoCoV)

European Network for assuring food integrity using non-destructive spectral sensors

Latest Research Papers

Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning

Entropy-Based Concentration and Instantaneous Frequency of TFDs from Cohen’s, Affine, and Reassigned Classes

Coupled encoding methods for antimicrobial peptide prediction: How sensitive is a highly accurate model?

The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data

Improved Parametrized Multiple Window Spectrogram with Application in Ship Navigation Systems

Latest News

Assoc. prof. Jonatan Lerga received the Croatian Academy of Sciences and Arts award

Dr. Sc. Nikola Lopac successfully defended his doctoral dissertation

Presentation at the conference “Digital Innovation and Technology for People”

Assoc. prof. dr. sc. Jonatan Lerga presented AIRI Center at the IEEE Rijeka : Computer Society Congress 2021

Prof. dr. sc. Ana Mestrovic participated at the Panel on perspectives and real-life applications of AI organized by IEEE Technology and Engineering Management Society

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Center for Artificial Intelligence and Cybersecurity
  • jlerga@airi.uniri.hr
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