Nikola Andelic

21 papers C 3Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Application of Symbolic Classifiers and Multi-Ensemble Threshold Techniques for Android Malware Detection.
Big Data Cogn. Comput.
Nikola Andelic, Sandi Baressi Segota, Vedran Mrzljak
2025 J jnl
Data Augmentation-Driven Improvements in Malignant Lymphoma Image Classification.
Comput.
Sandi Baressi Segota, Vedran Mrzljak, Ivan Lorencin, Nikola Andelic
2025 J jnl
Fine-Tuning Network Slicing in 5G: Unveiling Mathematical Equations for Precision Classification.
Comput.
Nikola Andelic, Sandi Baressi Segota, Vedran Mrzljak
2024 J jnl
Achieving High Accuracy in Android Malware Detection through Genetic Programming Symbolic Classifier.
Comput.
Nikola Andelic, Sandi Baressi Segota
2024 J jnl
Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach.
Inf.
Nikola Andelic, Sandi Baressi Segota
2024 J jnl
Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble.
Astron. Comput.
Nikola Andelic
2024 J jnl
On the application of symbolic regression in the energy sector: Estimation of combined cycle power plant electrical power output using genetic programming algorithm.
Eng. Appl. Artif. Intell.
Nikola Andelic, Ivan Lorencin, Vedran Mrzljak, Zlatan Car
2024 J jnl
Robust password security: a genetic programming approach with imbalanced dataset handling.
Int. J. Inf. Sec.
Nikola Andelic, Sandi Baressi Segota, Zlatan Car
2023 J jnl
Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods.
Comput.
Matko Glucina, Nikola Andelic, Ivan Lorencin, Zlatan Car
2023 J jnl
Improvement of Malicious Software Detection Accuracy through Genetic Programming Symbolic Classifier with Application of Dataset Oversampling Techniques.
Comput.
Nikola Andelic, Sandi Baressi Segota, Zlatan Car
2023 J jnl
The Development of Symbolic Expressions for Fire Detection with Symbolic Classifier Using Sensor Fusion Data.
Sensors
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Zlatan Car
2022 J jnl
Detection of Malicious Websites Using Symbolic Classifier.
Future Internet
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Matko Glucina
2021 J jnl
Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression.
Comput. Biol. Medicine
Andela Blagojevic, Tijana Sustersic, Ivan Lorencin, Sandi Baressi Segota, Nikola Andelic, Dragan Milovanovic, Danijela Baskic, Dejan Baskic, Natasa Zdravkovic Petrovic, Predrag Sazdanovic, Zlatan Car, Nenad Filipovic
2021 C conf
Automated Grading of Oral Squamous Cell Carcinoma into Multiple Classes Using Deep Learning Methods.
BIBE
Jelena Musulin, Daniel Stifanic, Ana Zulijani, Sandi Baressi Segota, Ivan Lorencin, Nikola Andelic, Zlatan Car
2021 J jnl
Estimation of COVID-19 epidemic curves using genetic programming algorithm.
Health Informatics J.
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Vedran Mrzljak, Zlatan Car
2021 C conf
Preparation of Simplified Molecular Input Line Entry System Notation Datasets for use in Convolutional Neural Networks.
BIBE
Sandi Baressi Segota, Nikola Andelic, Ivan Lorencin, Jelena Musulin, Daniel Stifanic, Zlatan Car
2021 J jnl
The influence of various optimization algorithms on nuclear power plant steam turbine exergy efficiency and destruction.
CoRR
Vedran Mrzljak, Nikola Andelic, Ivan Lorencin, Sandi Baressi Segota
2021 C conf
Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery.
BIBE
Ivan Lorencin, Klara Smolic, Sandi Baressi Segota, Nikola Andelic, Daniel Stifanic, Jelena Musulin, Dean Markic, Josip Spanjol, Zlatan Car
2020 J jnl
Estimation of Gas Turbine Shaft Torque and Fuel Flow of a CODLAG Propulsion System Using Genetic Programming Algorithm.
CoRR
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Zlatan Car
2020 J jnl
Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron.
Comput. Math. Methods Medicine
Zlatan Car, Sandi Baressi Segota, Nikola Andelic, Ivan Lorencin, Vedran Mrzljak
2020 J jnl
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis.
Artif. Intell. Medicine
Ivan Lorencin, Nikola Andelic, Josip Spanjol, Zlatan Car