45.

jubilarni međunarodni skup za informacijsku, komunikacijsku i elektroničku tehnologiju
Kongresni centar Grand Hotela Adriatic, Hotel Admiral i Hotel Palace Bellevue

ponedjeljak 23.5. - petak 27.5.2022. Opatija, Hrvatska


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CIS-AIS - SUSTAVI UMJETNE INTELIGENCIJE


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

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

POZVANO PREDAVANJE

National Language Technology Platform
Ž. Motika

RADOVI

ARTIFICIAL INTELLIGENCE THEORY

Explainable Artificial Intelligence: An Updated Perspective
A. Krajna, M. Kovač, M. Brčić, A. Šarčević

Exact Solving Scheduling Problems Accelerated by Graph Neural Networks
J. Juroš, M. Brčić, M. Končić, M. Kovač

Implicit Boolean Network for Planning Actions
G.A. Oparin, V.G. Bogdanova, A.A. Pashinin

Optimization Techniques for Image Representation in Visual Place Recognition
J. Maltar, D. Matijević

Using Disjunctive Diagrams for Preprocessing of Conjunctive Normal Forms
V. Kondratiev

Maximizing Accuracy of 2D Gaussian Profile Estimation Using Differential Entropy
A. Gribl Koščević, D. Petrinović

The Proposed Method of Measuring How Mixed Reality Can Affect the Enhancement of the User Experience
T. Bronzin, B. Prole, A. Stipić, K. Pap

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

Sponzori
MIPRO - inovativno promotivno partnerstvo 

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