Portfelj
Erik Otović
mag. ing. comp.
Tehnički fakultet
Zavod za računarstvo
Kontakt
Vidljivost
Obrazovanje
2020. -
Doktor znanosti
Poslijediplomski sveučilišni doktorski studij (računarstvo)
Tehnički fakultet Sveučilišta u Rijeci
2018. - 2020.
Magistar inženjer računarstva
Diplomski sveučilišni studij računarstva
Tehnički fakultet Sveučilišta u Rijeci
2015. - 2018.
Prvostupnik inženjer računarstva (summa cum laude)
Preddiplomski sveučilišni studij računarstva
Tehnički fakultet Sveučilišta u Rijeci
Radno iskustvo
1.10.2020. -
Asistent
Tehnički fakultet Sveučilišta u Rijeci
4.2019. - 9.2020.
Junior DevOps engineer
Asseco SEE
Nagrade i priznanja
2018.
Dekanova nagrada za izvrsnost
Nastavna djelatnost
Kolegiji
2021. -
Evolucijsko računarstvo
Diplomski sveučilišni studij računarstva
Tehnički fakultet Sveučilišta u Rijeci
Asistent
2020. - 2021.
Inženjerstvo kompleksnih programskih sustava
Diplomski sveučilišni studij računarstva
Tehnički fakultet Sveučilišta u Rijeci
Asistent
Znanstvena djelatnost
Znanstveni radovi
2023.
Manually curated dataset of catalytic peptides for ester hydrolysis
Janković, Patrizia; Otović, Erik; Mauša, Goran; Kalafatovic, Daniela
Data in Brief
https://www.sciencedirect.com/science/article/pii/S2352340923004092
Q3
2023.
Configurable soft computing-based generative model: The search for catalytic peptides
Mauša, Goran; Njirjak, Marko; Otović, Erik; Kalafatovic, Daniela
MRS Advances
https://link.springer.com/article/10.1557/s43580-023-00629-8
Q4
2022.
The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data
Njirjak, Marko ; Otović, Erik ; Jozinović, Dario ; Lerga, Jonatan ; Mauša, Goran ; Michelini, Alberto ; Štajduhar, Ivan
Mathematics - 10 17
Q1 Exc
2022.
Sequential Properties Representation Scheme for Recurrent Neural Network-Based Prediction of Therapeutic Peptides
Otović, Erik ; Njirjak, Marko ; Kalafatovic, Daniela ; Mauša, Goran
Journal of chemical information and modeling - 62 2961-2972
Q1
2021.
Seismogram waveform datasets for ConvNetQuake_INGV
Lomax, Anthony ; Jozinović, Dario ; Otović, Erik ; Michelini, Alberto
Zenodo
2021.
Intra-domain and cross-domain transfer learning for time series data – How transferable are the features?
Otović, Erik ; Njirjak, Marko ; Jozinović, Dario ; Mauša, Goran ; Michelini, Alberto ; S̆tajduhar, Ivan
Knowledge-Based Systems - 239 19
https://www.sciencedirect.com/science/article/abs/pii/S0950705121010984
Q1
Kongresna priopćenja
25.5.2023.
Neuroevolution for the Sustainable Evolution of Neural Networks
Otović, Erik; Lerga, Jonatan; Kalafatovic, Danijela; Mauša, Goran
Usmeno izlaganje
The 46th International ICT Convention – MIPRO 2023 Opatija
1.12.2022.
Transfer Learning for Improved Peptide Activity Prediction on Small Dataset
Otović Erik, Kalafatovic Daniela, Mauša Goran
Poster
The 11th Austrian Peptide Symposium Beč, Austrija
30.10.2022. - 04.11.2022.
Soft computing for constructive peptide design and peptide activity prediction
Mauša, Goran ; Otović, Erik ; Njirjak, Marko ; Erjavac, Ivan ; Kalafatovic, Daniela
Poster
Chemistry and Biology of Peptides Gordon Research Conference Oxnard, California, USA
01.09.2022. - 02.09.2022.
Transfer Learning for Improved Peptide Activity Prediction on Small Dataset
Otović, Erik ; Kalafatović, Daniela ; Mauša, Goran
Poster
5th RSC-BMCS / RSC-CICAG Artificial Intelligence in Chemistry Cambridge, Ujedinjeno Kraljevstvo
27.09.2021. - 28.09.2021.
Machine learning guided genetic algorithm for the discovery of novel antimicrobial peptides
Njirjak, Marko ; Otović Erik ; Kalafatović, Daniela ; Mauša, Goran
Poster
4th RSC‐BMCS / RSC‐CICAG Artificial Intelligence in Chemistry Symposium Cambridge, Ujedinjeno Kraljevstvo (online)
19.04.2021. - 30.04.2021.
Machine Learning Classification of Cohen's Class Time-Frequency Representations of Non-Stationary Signals: Effects on Earthquake Detection
Njirjak, Marko ; Otović, Erik ; Jozinović, Dario ; Lerga, Jonatan ; Mauša, Goran ; Michelini, Alberto ; Štajduhar, Ivan
Usmeno izlaganje
EGU General Assembly 2021 Beč, Austrija (online)
19.04.2021. - 30.04.2021.
Intra-domain and cross-domain transfer learning for time series
Otović, Erik ; Njirjak, Marko ; Jozinović, Dario ; Mauša, Goran ; Michelini, Alberto ; Štajduhar, Ivan
Usmeno izlaganje
EGU General Assembly 2021 Beč, Austrija (online)
2021.
Peptide Activity Prediction Improved by Hellinger Distance
Otović, Erik; Črnjarić-Žic, Nelida; Mauša, Goran
Usmeno izlaganje
MFC 2021 Rijeka, Croatia
28.09.2020. - 02.10.2020.
Smartphone Based Range of Motion Measurement in Physiotherapy
Njirjak, Marko ; Otovic, Erik ; Budimir, Marko ; Vlahovic, Hrvoje ; Tomic, Mladen ; Marijančić, Verner
Usmeno izlaganje
The 43rd International ICT Convention – MIPRO 2020 Opatija, Hrvatska
17.9.2020. - 19.9.2020.
Genetic Algorithm Parametrization for Informed Exploration of Short Peptides Chemical Space
Otović, Erik; Njirjak, Marko; Žužić, Ivana; Kalafatović, Daniela; Mauša, Goran;
Usmena prezentacija
SoftCOM 2020
Stručna djelatnost
Stručna aktivnost
1.10.2019. - 1.11.2019.
Stručna praksa
Huawei Technologies Co. Ltd.
Projekti
Znanstveni projekti
2020. - 2025.
Design of short catalytic peptides and peptide assembles
Doktorand
HRZZ 1.999.600,00 HRK