Nikola Anđelić

Nikola Anđelić

Sveucilište u Rijeci

H-index: 19

Europe-Croatia

About Nikola Anđelić

Nikola Anđelić, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Sveucilište u Rijeci, specializes in the field of Artificial Intelligence, Machine Learning, Evolutionary Algorithms.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach

Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble

Robust password security: a genetic programming approach with imbalanced dataset handling

Improvement of Machine Learning-Based Modelling of Container Ship’s Main Particulars with Synthetic Data

On the application of symbolic regression in the energy sector: Estimation of combined cycle power plant electrical power output using genetic programming algorithm

Isentropic analysis of entire intermediate pressure steam turbine cylinder and cylinder segments

Regression Model for the Prediction of Total Motor Power Used by an Industrial Robot Manipulator during Operation

Development of symbolic expressions ensemble for breast cancer type classification using genetic programming symbolic classifier and decision tree classifier

Nikola Anđelić Information

University

Position

Faculty of Engineering

Citations(all)

1427

Citations(since 2020)

1414

Cited By

386

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

35

i10Index(since 2020)

34

Email

University Profile Page

Sveucilište u Rijeci

Google Scholar

View Google Scholar Profile

Nikola Anđelić Skills & Research Interests

Artificial Intelligence

Machine Learning

Evolutionary Algorithms

Top articles of Nikola Anđelić

Title

Journal

Author(s)

Publication Date

Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach

Information

Nikola Anđelić

Sandi Baressi Šegota

2024/3/9

Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble

Astronomy and Computing

Nikola Anđelić

2024/2/14

Robust password security: a genetic programming approach with imbalanced dataset handling

International Journal of Information Security

Nikola Andelić

Sandi Baressi S̆egota

Zlatan Car

2024/2/7

Improvement of Machine Learning-Based Modelling of Container Ship’s Main Particulars with Synthetic Data

Journal of Marine Science and Engineering

Darin Majnarić

Sandi Baressi Šegota

Nikola Anđelić

Jerolim Andrić

2024/2/2

On the application of symbolic regression in the energy sector: Estimation of combined cycle power plant electrical power output using genetic programming algorithm

Engineering applications of artificial intelligence

Nikola Anđelić

Ivan Lorencin

Vedran Mrzljak

Zlatan Car

2024/7/1

Isentropic analysis of entire intermediate pressure steam turbine cylinder and cylinder segments

Science. Business. Society.

Mrzljak Vedran

Prpić-Oršić Jasna

Senčić Tomislav

Anđelić Nikola

2024

Regression Model for the Prediction of Total Motor Power Used by an Industrial Robot Manipulator during Operation

Machines

Sandi Baressi Šegota

Nikola Anđelić

Jelena Štifanić

Zlatan Car

2024/3/28

Development of symbolic expressions ensemble for breast cancer type classification using genetic programming symbolic classifier and decision tree classifier

Cancers

Nikola Anđelić

Sandi Baressi Šegota

2023/6/29

Material Classification of Underground Objects From GPR Recordings Using Deep Learning Approach

Daniel Štifanić

Jelena Štifanić

Sandi Baressi Šegota

Nikola Anđelić

Zlatan Car

2023

On the use of a genetic algorithm for determining Ho–Cook coefficients in continuous path Planning of industrial robotic manipulators

Machines

Teodor Grenko

Sandi Baressi Šegota

Nikola Anđelić

Ivan Lorencin

Daniel Štifanić

...

2023/1/25

Improvement of Malicious Software Detection Accuracy through Genetic Programming Symbolic Classifier with Application of Dataset Oversampling Techniques

Computers

Nikola Anđelić

Sandi Baressi Šegota

Zlatan Car

2023/11/21

On differentiating synthetic and real data in medical applications

Sandi Baressi Šegota

Nikola Anđelić

Daniel Štifanić

Jelena Štifanić

Zlatan Car

2023

Classification of wall following robot movements using genetic programming symbolic classifier

Machines

Nikola Anđelić

Sandi Baressi Šegota

Matko Glučina

Ivan Lorencin

2023/1/12

Decentralized smart grid stability modeling with machine learning

Energies

Borna Franović

Sandi Baressi Šegota

Nikola Anđelić

Zlatan Car

2023/11/14

Estimation of Interaction Locations in Super Cryogenic Dark Matter Search Detectors Using Genetic Programming-Symbolic Regression Method

Applied Sciences

Nikola Anđelić

Sandi Baressi Šegota

Matko Glučina

Zlatan Car

2023/2/5

Cervical cancer diagnostics using machine learning algorithms and class balancing techniques

Applied Sciences

Matko Glučina

Ariana Lorencin

Nikola Anđelić

Ivan Lorencin

2023/1/12

Classification of Faults Operation of a Robotic Manipulator Using Symbolic Classifier

Applied Sciences

Nikola Anđelić

Sandi Baressi Šegota

Matko Glučina

Ivan Lorencin

2023/2/2

Credit Card Fraud Detection Using Machine Learning Algorithms

arXiv preprint arXiv:2010.06479

Yvan Lucas

Johannes Jurgovsky

2020/10/13

Investigation of Mechanical and Thermodynamic Characteristics of Single Layer Graphene Sheet Using Molecular Dynamics Simulations

Zlatan Car

NIkola Anđelić

Marko Čanađija

2023

Use of Synthetic Data in Maritime Applications for the Problem of Steam Turbine Exergy Analysis

Journal of Marine Science and Engineering

Sandi Baressi Šegota

Vedran Mrzljak

Nikola Anđelić

Igor Poljak

Zlatan Car

2023/8/15

See List of Professors in Nikola Anđelić University(Sveucilište u Rijeci)

Co-Authors

H-index: 30
Vedran Mrzljak

Vedran Mrzljak

Sveucilište u Rijeci

H-index: 25
Marko Čanađija

Marko Čanađija

Sveucilište u Rijeci

H-index: 22
Zlatan Car

Zlatan Car

Sveucilište u Rijeci

H-index: 17
Josip Španjol

Josip Španjol

Sveucilište u Rijeci

H-index: 16
Tomislav Ćabov

Tomislav Ćabov

Sveucilište u Rijeci

H-index: 16
Sandi Baressi Šegota

Sandi Baressi Šegota

Sveucilište u Rijeci

academic-engine