Zobrazeno 1 - 10
of 68
pro vyhledávání: '"Sanda Martinčić-Ipšić"'
Publikováno v:
Journal of Marine Science and Engineering, Vol 12, Iss 10, p 1849 (2024)
The integration of machine learning (ML) in marine engineering has been increasingly subjected to stringent regulatory scrutiny. While environmental regulations aim to reduce harmful emissions and energy consumption, there is also a growing demand fo
Externí odkaz:
https://doaj.org/article/68d410f2971b4c46b5ac53b6fea879cc
Publikováno v:
Transport, Vol 35, Iss 5, Pp 474-485 (2020)
The aim of this article is to enhance performance monitoring of a two-stroke electronically controlled ship propulsion engine on the operating envelope. This is achieved by setting up a machine learning model capable of monitoring influential operati
Externí odkaz:
https://doaj.org/article/38974f3566de4e429decb452dc69d1a3
Publikováno v:
Journal of Information and Organizational Sciences, Vol 44, Iss 2, Pp 231-246 (2020)
Measuring the semantic similarity of texts has a vital role in various tasks from the field of natural language processing. In this paper, we describe a set of experiments we carried out to evaluate and compare the performance of different approaches
Externí odkaz:
https://doaj.org/article/ea6d8396008d446a9e439beadad3cc61
Autor:
Slobodan Beliga, Sanda Martinčić-Ipšić, Mihaela Matešić, Irena Petrijevčanin Vuksanović, Ana Meštrović
Publikováno v:
JMIR Public Health and Surveillance, Vol 7, Iss 12, p e31540 (2021)
BackgroundOnline media play an important role in public health emergencies and serve as essential communication platforms. Infoveillance of online media during the COVID-19 pandemic is an important step toward gaining a better understanding of crisis
Externí odkaz:
https://doaj.org/article/eec3a7866a894b2fac6dfb0c1bda3d30
Publikováno v:
Complexity, Vol 2020 (2020)
Discovering the most suitable network structure of the learning domain represents one of the main challenges of knowledge delivery and acquisition. We propose a multidimensional knowledge network (MKN) consisting of three components: multilayer netwo
Externí odkaz:
https://doaj.org/article/aa311acae24b4d8f8887b2ee70744bbb
Autor:
Karlo Babić, Milan Petrović, Slobodan Beliga, Sanda Martinčić-Ipšić, Mihaela Matešić, Ana Meštrović
Publikováno v:
Applied Sciences, Vol 11, Iss 21, p 10442 (2021)
This study aims to provide insights into the COVID-19-related communication on Twitter in the Republic of Croatia. For that purpose, we developed an NL-based framework that enables automatic analysis of a large dataset of tweets in the Croatian langu
Externí odkaz:
https://doaj.org/article/bee88f1fe5e1455ca45cbc279d714be0
Publikováno v:
Sensors, Vol 21, Iss 8, p 2832 (2021)
This paper presents the application of machine learning (ML) methods in setting up a model with the aim of predicting the energy efficiency of seagoing ships in the case of a vessel for the transport of liquefied petroleum gas (LPG). The ML algorithm
Externí odkaz:
https://doaj.org/article/feabfd4b929c4933af12048979cee5bc
Publikováno v:
Information, Vol 11, Iss 11, p 511 (2020)
In natural language processing, text needs to be transformed into a machine-readable representation before any processing. The quality of further natural language processing tasks greatly depends on the quality of those representations. In this surve
Externí odkaz:
https://doaj.org/article/b3d055b095d24da59f270eee6255e05c
Publikováno v:
PLoS ONE, Vol 12, Iss 7, p e0181079 (2017)
With over 300 million active users, Twitter is among the largest online news and social networking services in existence today. Open access to information on Twitter makes it a valuable source of data for research on social interactions, sentiment an
Externí odkaz:
https://doaj.org/article/4a05ccff7aa74155af593f05e8b2f83b
Publikováno v:
Applied Sciences, Vol 9, Iss 4, p 743 (2019)
In this paper we perform a comparative analysis of three models for a feature representation of text documents in the context of document classification. In particular, we consider the most often used family of bag-of-words models, the recently propo
Externí odkaz:
https://doaj.org/article/1f65a9bfb7004894b245bfd0c1cdf46d