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http://www.riteh.uniri.hr/osoba/erik-otovic

Other IDs

Scopus Author ID: 57220034211

Keywords

Evolutionary algorithms, Artificial intelligence, Machine learning

Countries

Croatia

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Works (11)

Efficiently solving the curse of feature-space dimensionality for improved peptide classification

Digital Discovery
2024 | Journal article
DOI: 10.1039/D4DD00079J
Contributors: Mario Negovetić; Erik Otović; Daniela Kalafatovic; Goran Mauša
Source: check_circle
Crossref

Reshaping the discovery of self-assembling peptides with generative AI guided by hybrid deep learning

Nature Machine Intelligence
2024-11-19 | Journal article
DOI: 10.1038/s42256-024-00928-1
Contributors: Marko Njirjak; Lucija Žužić; Marko Babić; Patrizia Janković; Erik Otović; Daniela Kalafatovic; Goran Mauša
Source: check_circle
Crossref

Manually curated dataset of catalytic peptides for ester hydrolysis

Data in Brief
2023-06 | Journal article
DOI: 10.1016/j.dib.2023.109290
Contributors: Patrizia Janković; Erik Otović; Goran Mauša; Daniela Kalafatovic
Source: check_circle
Crossref

Sequential Properties Representation Scheme for Recurrent Neural Network-Based Prediction of Therapeutic Peptides

Journal of Chemical Information and Modeling
2022-06-27 | Journal article
DOI: 10.1021/acs.jcim.2c00526
Contributors: Erik Otović; Marko Njirjak; Daniela Kalafatovic; Goran Mauša
Source: check_circle
Crossref

Intra-domain and cross-domain transfer learning for time series data—How transferable are the features?

Knowledge-Based Systems
2022-03 | Journal article
DOI: 10.1016/j.knosys.2021.107976
Contributors: Erik Otović; Marko Njirjak; Dario Jozinović; Goran Mauša; Alberto Michelini; Ivan S̆tajduhar
Source: check_circle
Crossref

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

Mathematics
2022-03-17 | Journal article
DOI: 10.3390/math10060965
Contributors: Marko Njirjak; Erik Otović; Dario Jozinović; Jonatan Lerga; Goran Mauša; Alberto Michelini; Ivan Štajduhar
Source: check_circle
Crossref

Seismogram waveform datasets for ConvNetQuake_INGV

Zenodo
2021-07-01 | Dataset
DOI: 10.5281/ZENODO.5040865
Source: Self-asserted source
Erik Otović

Machine Learning Classification of Cohen's Class Time-Frequency Representations of Non-Stationary Signals: Effects on Earthquake Detection

EGU General Assembly Conference Abstracts 2021.
2021-04-13 | Conference abstract
DOI: 10.5194/egusphere-egu21-9670
Source: Self-asserted source
Erik Otović
grade
Preferred source (of 2)‎

Intra-domain and cross-domain transfer learning for time series

EGU General Assembly Conference Abstracts 2021.
2021-03-04 | Conference abstract
DOI: 10.5194/egusphere-egu21-12142
Source: Self-asserted source
Erik Otović
grade
Preferred source (of 2)‎

Genetic Algorithm Parametrization for Informed Exploration of Short Peptides Chemical Space

2020 28th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2020
2020 | Conference paper
DOI: 10.23919/SoftCOM50211.2020.9238187
EID:

2-s2.0-85096557249
Contributors: Otović, E.; Njirjak, M.; Žuzic, I.; Kalafatovic, D.; Mauša, G.
Source: Self-asserted source
Erik Otović via Scopus - Elsevier

Smartphone based range of motion measurement in physiotherapy

2020 43rd International Convention on Information, Communication and Electronic Technology, MIPRO 2020 - Proceedings
2020 | Conference paper
DOI: 10.23919/MIPRO48935.2020.9245214
EID:

2-s2.0-85097244977
Contributors: Njirjak, M.; Otovic, E.; Budimir, M.; Vlahovic, H.; Tomic, M.; Marijancic, V.
Source: Self-asserted source
Erik Otović via Scopus - Elsevier
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