Nikola Andelic

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Genetic Programming

Multiple Classes

Top Venues

Artif. Intell. Medicine

Publications

Nikola Andelic, Sandi Baressi Segota
Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach. Inf. 15 (3) (2024)
Nikola Andelic, Ivan Lorencin, Vedran Mrzljak, Zlatan Car
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. 133 (2024)
Nikola Andelic, Sandi Baressi Segota, Zlatan Car
Robust password security: a genetic programming approach with imbalanced dataset handling. Int. J. Inf. Sec. 23 (3) (2024)
Nikola Andelic
Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble. Astron. Comput. 47 (2024)
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Zlatan Car
The Development of Symbolic Expressions for Fire Detection with Symbolic Classifier Using Sensor Fusion Data. Sensors 23 (1) (2023)
Matko Glucina, Nikola Andelic, Ivan Lorencin, Zlatan Car
Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods. Comput. 12 (1) (2023)
Nikola Andelic, Sandi Baressi Segota, Zlatan Car
Improvement of Malicious Software Detection Accuracy through Genetic Programming Symbolic Classifier with Application of Dataset Oversampling Techniques. Comput. 12 (12) (2023)
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Matko Glucina
Detection of Malicious Websites Using Symbolic Classifier. Future Internet 14 (12) (2022)
Sandi Baressi Segota, Nikola Andelic, Ivan Lorencin, Jelena Musulin, Daniel Stifanic, Zlatan Car
Preparation of Simplified Molecular Input Line Entry System Notation Datasets for use in Convolutional Neural Networks. BIBE (2021)
Ivan Lorencin, Klara Smolic, Sandi Baressi Segota, Nikola Andelic, Daniel Stifanic, Jelena Musulin, Dean Markic, Josip Spanjol, Zlatan Car
Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery. BIBE (2021)
Jelena Musulin, Daniel Stifanic, Ana Zulijani, Sandi Baressi Segota, Ivan Lorencin, Nikola Andelic, Zlatan Car
Automated Grading of Oral Squamous Cell Carcinoma into Multiple Classes Using Deep Learning Methods. BIBE (2021)
Vedran Mrzljak, Nikola Andelic, Ivan Lorencin, Sandi Baressi Segota
The influence of various optimization algorithms on nuclear power plant steam turbine exergy efficiency and destruction. CoRR (2021)
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
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 138 (2021)
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Vedran Mrzljak, Zlatan Car
Estimation of COVID-19 epidemic curves using genetic programming algorithm. Health Informatics J. 27 (1) (2021)
Zlatan Car, Sandi Baressi Segota, Nikola Andelic, Ivan Lorencin, Vedran Mrzljak
Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron. Comput. Math. Methods Medicine 2020 (2020)
Ivan Lorencin, Nikola Andelic, Josip Spanjol, Zlatan Car
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis. Artif. Intell. Medicine 102 (2020)
Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Zlatan Car
Estimation of Gas Turbine Shaft Torque and Fuel Flow of a CODLAG Propulsion System Using Genetic Programming Algorithm. CoRR (2020)