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ORCIDNikola Andelic
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2020 – today
- 2024
[j13]Nikola Andelic
:
Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble. Astron. Comput. 47: 100801 (2024)- [j12]Nikola Andelic, Sandi Baressi Segota:
Achieving High Accuracy in Android Malware Detection through Genetic Programming Symbolic Classifier. Comput. 13(8): 197 (2024) - [j11]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: 108213 (2024) - [j10]Nikola Andelic, Sandi Baressi Segota, Zlatan Car:
Robust password security: a genetic programming approach with imbalanced dataset handling. Int. J. Inf. Sec. 23(3): 1761-1786 (2024) - [j9]Nikola Andelic, Sandi Baressi Segota:
Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach. Inf. 15(3): 154 (2024) - 2023
- [j8]Matko Glucina, Nikola Andelic, Ivan Lorencin, Zlatan Car:
Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods. Comput. 12(1): 1 (2023) - [j7]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): 242 (2023) - [j6]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): 169 (2023) - 2022
- [j5]Nikola Andelic, Sandi Baressi Segota, Ivan Lorencin, Matko Glucina:
Detection of Malicious Websites Using Symbolic Classifier. Future Internet 14(12): 358 (2022) - 2021
- [j4]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: 104869 (2021) - [j3]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): 146045822097672 (2021) - [c3]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: 1-6 - [c2]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: 1-6 - [c1]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: 1-6 - [i2]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 abs/2107.03897 (2021) - 2020
- [j2]Ivan Lorencin, Nikola Andelic, Josip Spanjol, Zlatan Car:
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis. Artif. Intell. Medicine 102: 101746 (2020) - [j1]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: 5714714:1-5714714:10 (2020) - [i1]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 abs/2012.03527 (2020)
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