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Laboratory for Information Processing and Pattern Recognition

Improved Power System State Estimator With Preprocessing Based on the Modified Intersection of Confidence Intervals

01.03.2020

The paper proposes a power system state estimator upgraded by the improved relative intersection of confidence intervals (RICI) algorithm combined with the local polynomial approximation (LPA). In the proposed approach, a novel LPA-RICI denoising technique is utilized to preprocess the input measurements. The accuracy of the adaptive, data-driven LPA-RICI based state estimator was tested on […]

Adaptive Filtering and Analysis of EEG Signals in the Time-Frequency Domain Based on the Local Entropy

26.02.2020

The brain dynamics in the electroencephalogram (EEG) data are often challenging to interpret, specially when the signal is a combination of desired brain dynamics and noise. Thus, in an EEG signal, anything other than the desired electrical activity, which is produced due to coordinated electrochemical process, can be considered as unwanted or noise. To make […]

Hyperspectral Image Analysis Using Machine Learning and Adaptive Data-Driven Filtering

17.02.2020

As a non-contact and non-invasive technique, hyperspectral imaging enables the collection of highly informative spectral (at different wavelengths) and spatial data on the observed sample. The collected spectra reflect the chemical composition and spatial morphology of the sample. The technique is successfully applied in the food industry, for industrial classification, and in medicine for the […]

Our Center Will Contribute to the Development of Innovative Companies, Products and Services

24.01.2020

Talk on the Elliptic Curve Cryptography (ECC), Luka Martinez, ASSECO SEE

12.12.2019

Luka Martinez from the company ASSECO SEE held a lecture on the “Elliptic Curve Cryptography (ECC)” at the Faculty of Engineering on the 12th of December, 2019. The event took place at the Faculty of Engineering, University of Rijeka (www.riteh.uniri.hr).

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.

Automatic Music Transcription for Traditional Woodwind Instruments Sopele

01.12.2019

Automatic Music Transcription for Traditional Woodwind Instruments Sopele

Sopela is a traditional hand-made woodwind instrument, commonly played in pair, characteristic to the Istrian peninsula in western Croatia. Its piercing sound, accompanied by two-part singing in the hexatonic Istrian scale, is registered in the UNESCO Representative List of the Intangible Cultural Heritage of Humanity. This paper presents an insight study of automatic music transcription […]

Brain Computer Interface Based Communicator for Persons in Locked-in State

01.12.2019

Brain Computer Interfaces (BCI) are devices that use brain signals for control or communication. Since they don’t require movement of any part of the body, BCI are the natural choice for assisted communication when a person is unable to move. In this article, BCI based communicator for persons in locked-in state is described. It is […]

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.

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Latest Projects

Advanced Data Analysis Using Digital Signal Processing and Machine Learning Techniques

Compound Flooding in Coastal Rivers in Present and Future Climate

Data Processing on Graphs

North Adriatic Hydrogen Valley

Data Governance and Intellectual Property Governance in Common European Data Spaces – DGIP-CEDS

Latest Research Papers

Forecasting the Trajectory of Personal Watercrafts Using Models Based on Recurrent Neural Networks

A System for Real-Time Detection of Abandoned Luggage

Enhancing Biophysical Muscle Fatigue Model in the Dynamic Context of Soccer

Pravna tehnologija (Legal Tech) i njezina (ne)prikladnost za zamjenu pravne struke

Regression-Based Machine Learning Approaches for Estimating Discharge from Water Levels in Microtidal Rivers

Latest News

Arian Skoki defended his doctoral thesis “Data-Driven Assessment of Player Performance and Recovery in Soccer”

Anna Maria Mihel defended her PhD dissertation topic

Prof. dr. sc. Renato Filjar participated at the meeting of the 31st National Space-Based Positioning, Navigation and Timing US Advisory Board

Presentation of the NPOO project Peoplet

Ana Vranković Lacković defended her doctoral thesis

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Center for Artificial Intelligence and Cybersecurity
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University of Rijeka

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