45th

jubilee international convention on information,
communication and electronic technology
Grand Hotel Adriatic Congress Centre, Hotel Admiral and Hotel Palace Bellevue

May 23 - 27, 2022 Opatija, Croatia


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CIS-AIS - ARTIFICIAL INTELLIGENCE SYSTEMS

 
Chairs:
Darko Huljenić (Ericsson Nikola Tesla, Zagreb, Croatia)
Alan 
Jović (University of Zagreb, Croatia)

Steering Committee:
Andrea Budin (Ericsson Nikola Tesla, Zagreb, Croatia)
Patrizio Campisi (Roma Tre University, 
Italy)
Bojan Cukic (UNC Charlotte, United States)
Ivo Ipšić (University of Rijeka, Croatia)
Marina 
Ivašić-Kos (University of Rijeka, Croatia)
Ruizhe Ma (University of Massachusetts, Lowell, United 
States)
Neeta Nain (MNIT Jaipur, India)
Nikola Pavešić (University of Ljubljana, Slovenia)
Slobodan Ribarić (University of Zagreb, Croatia)
Vitomir Štruc (University of Ljubljana, 
Slovenia)
Zheng-Hua Tan (Aalborg University, Denmark)

INVITED LECTURE

National Language Technology Platform
Ž. Motika

PAPERS

IMAGE AND VIDEO PROCESSING AND ANALYSIS

YOLO-Based Face Mask Detection on Low-End Devices Using Pruning and Quantization
B. Liberatori, C.A. Mami, G. Santacatterina, M. Zullich, F.A. Pellegrino

Real-time Macedonian Sign Language Recognition System by Using Transfer Learning
A. Kralevska, R. Trajanov, S. Gievska

Advanced Medical Images Recognition and Diagnosis of Respiratory System Viruses
M.B. Tayel, A.M. Fahmy

Creating a Synthetic Image for Evaluation of Vignetting Modeling and Estimation
D. Potoč, D. Petrinović

A Privacy Preservation Pipeline for Personally Identifiable Data in Images Using Convolutional and Transformer Architectures
K. Brkić, T. Hrkać, Z. Kalafatić

Projector Calibration in a Two-Layer Flat Refractive Geometry for Underwater Imaging
D. Zoraja, T. Petković, T. Pribanić, J. Forest

Multiple Object Tracking for Football Game Analysis
Z. Kalafatić, T. Hrkać, K. Brkić

MACHINE LEARNING APPLICATIONS

NLP-based Typo Correction Model for Croatian Language
M. Mitreska, K. Mishev, M. Simjanoska

Towards Intelligent Compiler Optimization
M. Kovač, M. Brčić, A. Krajna, D. Krleža

An Overview of Machine Learning Algorithms for Detecting Phishing Attacks on Electronic Messaging Services
A. Kovač, I. Dunđer, S. Seljan

Application of Cogent Confabulation Classifier to Bathing Water Quality Assessment Using Remote Sensing Data
A. Ivanda, Lj. Šerić, M. Braović, D. Stipaničev

A Machine Learning Approach to Modelling and Simulating the Behaviour of Systems with Deformable Particles 
Z. Lavrić, K. Osman

Voltage-based Machine Learning Algorithm for Distribution of End-users Consumption Among the Phases
T. Matijašević, T. Antić, T. Capuder

Effect of Labeling Algorithms on Financial Performance Metrics
T. Kovačević, S. Goluža, A. Merćep, Z. Kostanjčar

Human Daily Activities: From Detection to Prediction
A. Fotouhi, H. Guicheniti, H. Chour, M. Benmabrouk

Classification of Protein Structures Using Deep Learning Models 
G. Mirceva, A. Naumoski, A. Kulakov

OTHER ARTIFICIAL INTELLIGENCE TOPICS

Spatial Relationship between Schools Population and Book Related Services in Skopje
N. Netkovska, G. Mirceva, A. Naumosk

To Share or Not to Share? Perceptions of University’s Faculty Members Regarding the Sharing of Their Teaching-related Knowledge
N.A. Almujally, H.A. Alrashidi, M.S. Joy

An Overview of Common Emotion Models in Computer Systems
M. Horvat, A. Stojanović, Ž. Kovačević

Intelligent Personnel Assistant for Field Researchers
A.P. Ivanov, D.A. Orozova

Sponsors
MIPRO - innovative promotional partnership
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