AIS - ARTIFICIAL INTELLIGENCE SYSTEMS

Argument-Based Regression Trees

T. Gale, M. Guid

Evaluating Harmony: Neural Network Explanation Metrics and Human Perception

D. Vukadin, M. Šilić, G. Delač, K. Vladimir

Dynamics of Bipartite Logical Networks

G.A. Oparin, V.G. Bogdanova, A.A. Pashinin

Solving Influence Maximization Problem under Deterministic Linear Threshold Model Using Metaheuristic Optimization

A. Andreev, K. Chukharev, S. Kochemazov, A. Semenov

Towards Better SAT Encodings for Hash Function Inversion Problems

S. Kochemazov, O. Zaikin

Intrinsically Interpretable Models for Credit Risk Assessment

M. Duvnjak, A. Merćep, Z. Kostanjčar

YOLOv8 Unleashed on Orthopantomograms: Deep Learning Approach for Mandibular Cyst Diagnosis

M. Tropčić, M. Rašić, M. Subašić

Multilevel Image Thresholding Based on Otsu`s Method and Multi-Swarm Particle Swarm Optimization Algorithm

E. Turajlić

Selecting Symbols for Object Marking in Computer Vision Tasks

S. Delalić, Z. Kadrić, E. Selmanović, E. Mulaimović, E. Kadušić

Neural Network Impact on Marker Performance in Computer Vision Tasks

E. Selmanović, E. Mulaimović, S. Delalić, Z. Kadrić, Z. Šabanac

Forest Segmentation with U-Net in Satellite Images

I. Klabučar, I. Pilaš, M. Subašić

A Review on Neuro-Symbolic AI Improvements to Natural Language Processing

M. Keber, I. Grubišić, A. Barešić, A. Jović

Different Approaches for Reading Comprehension of Abstract Meaning

C.M. Mihai, C.M. Mocan, C.I. Nandra, E.S. Chifu

Different Approach for Induction of Unsupervised Lexical Semantic Frames

M. Sandor, C.M. Mocan, C.I. Nandra, E.S. Chifu

A Recurrent Neural Network Approach to the Answering Machine Detection Problem

K. Altwlkany, S. Delalić, E. Selmanović, A. Alihodžić, I. Lovrić

Application of Audio Fingerprinting Techniques for Real-Time Scalable Speech Retrieval and Speech Clusterization

K. Altwlkany, S. Delalić, A. Alihodžić, E. Selmanović, D. Hasić

Application of Evolutionary Optimization in Task Mapping and Scheduling for Heterogeneous Mobile-Edge Computing

N. Frid, M. Đurasević

Enhancing Cognitive Digital Twin Interaction Using an LLM Agent

J. Šturm, P. Zajec, M. Škrjanc, D. Mladenić, M. Grobelnik

Enhancing NLP-Based Educational Assessment: A Node-Based Graph Approach for Analyzing Freeform Student Texts

D. Fischer, G. Hagel

Processing Medical Diagnostic Reports Using Machine Learning

M. Krajčí, M. Napravnik, I. Štajduhar

Implementing Literature-Based Discovery (LBD) with ChatGPT

A. Nedbaylo, D. Hristovski

Generating Speech Material for Auditory Training Exercises Using ChatGPT Chatbot

A. Andrijašević, B. Vukelić

Machine Learning Algorithms for Data Mining and Predictive Analytics in Precision Agriculture

D. Kinaneva, G. Hristov, G. Georgiev, P. Zahariev

Predicting Wine Properties Based on Weather Conditions Using Machine Learning Techniques

S. Miovska, C. Martinovska Bande, N. Stojkovik

Product Demand Forecasting for Shelf Space Allocation in Retail via Machine Learning

M. Klepo, B. Novoselnik

Spectral Band Selection Methodology for Future Sensor Development

A. Pérez-García, A. Martín Lorenzo, J.F. López

Personal Physical Fitness Modeling through Real-Time Predictive Models

I. Znika, A. Radovan

Building Ensemble Models for Enhanced Credit Scoring: A Case Study from a Bosnian MicroFinancial Institution

J. Nalić, Z. Mašetić, I. Djedović

Evaluation of Classical and Deep Learning Approaches for Human Activity Recognition

Z. Lončarević, M. Luštrek, A. Gams

Identification of HIV Inhibitors Using Graph Neural Networks

D. Georgiev, M. Toshevska, S. Gievska

Probabilistic Deep Learning Approach to Credit Card Fraud Detection

L. Mrčela, Z. Kostanjčar

Detecting Water Surface Borders on Satellite Images

S. Dumenčić, I. Lučin, M. Alvir, J. Lerga, L. Kranjčević

Evaluacija generalizacije znanja decentraliziranih agenata u okruženju heterogenih skupova podataka

R. Šajina

Evaluacija i analiza modela dubokih neuronskih mreža za predviđanje kretanja više osoba na sceni

R. Šajina