Zobrazeno 1 - 10
of 65
pro vyhledávání: '"Florin Gorunescu"'
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Journal of Biomedical Informatics. 83:159-166
Methods based on microarrays (MA), mass spectrometry (MS), and machine learning (ML) algorithms have evolved rapidly in recent years, allowing for early detection of several types of cancer. A pitfall of these approaches, however, is the overfitting
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5aa1ac7f477ffb82f413b1f06186f268
https://doi.org/10.1016/j.jbi.2018.06.003
https://doi.org/10.1016/j.jbi.2018.06.003
Autor:
Smaranda Belciug, Florin Gorunescu
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::238fece539692eed3b24c981ae641b0e
https://doi.org/10.1007/978-3-030-14354-1
https://doi.org/10.1007/978-3-030-14354-1
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
In this chapter we will illustrate the benefits of using intelligent decision support systems in medical research. Intelligent decision support systems aid the healthcare system through better diagnosis, tailored treatment plan, improved hospital man
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e0504c244eb9efb24b1ad9d597083b5c
https://doi.org/10.1007/978-3-030-14354-1_3
https://doi.org/10.1007/978-3-030-14354-1_3
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
The aim of this chapter is to prepare the reader for the outstanding trip that she/he embarked when starting reading this book. At first, we shall try to look for answers to some of the most important questions regarding the connection between intell
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b5895e3c72ff710b17e1189737404a91
https://doi.org/10.1007/978-3-030-14354-1_1
https://doi.org/10.1007/978-3-030-14354-1_1
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
The aim of this chapter is to present the history of the intelligent decision support systems: the beginnings, when there were just decision support systems with no artificial intelligence, followed by the metamorphosis into intelligent tools. If we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c6c7bf9f1a806ff8c9c04d3e8cbfd21e
https://doi.org/10.1007/978-3-030-14354-1_2
https://doi.org/10.1007/978-3-030-14354-1_2
Autor:
Smaranda Belciug, Florin Gorunescu
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
We have finally reached the point of introducing the cookbook of intelligent decision-support systems. In the previous chapters you have already caught a glimpse of concepts like data mining, neural networks, deep learning, evolutionary algorithms, e
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d3d18fe6c3ae483c4c55219c8a0edcc3
https://doi.org/10.1007/978-3-030-14354-1_4
https://doi.org/10.1007/978-3-030-14354-1_4
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030143534
Slowly, but steadily, we have reached the last chapter of our journey. Each part of the book brought a piece of puzzle and placed it in the right position. At last, the compass will guide us to our ultimate goal: intelligent digital healthcare revolu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bb23cd65b63c102684b23313802504ec
https://doi.org/10.1007/978-3-030-14354-1_5
https://doi.org/10.1007/978-3-030-14354-1_5
Autor:
Smaranda Belciug, Florin Gorunescu
Publikováno v:
Journal of Biomedical Informatics. 63:74-81
Display Omitted A novel stimulus-sampling approach for boosting the BP algorithm is proposed.Five medical datasets (colon cancer, breast cancer, diabetes, thyroid, fetal heartbeat) were used for assessment.Statistical benchmark has revealed the effec
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::078b16437d43fcbb130df302617005bb
https://doi.org/10.1016/j.jbi.2016.08.004
https://doi.org/10.1016/j.jbi.2016.08.004
Autor:
Florin Gorunescu, Smaranda Belciug
Publikováno v:
Artificial Intelligence in Medicine. 68:59-69
An evolutionary-based approach for optimizing a queuing model is proposed.Data from St. George's Hospital, London, were used for assessment.An extended "What-if analysis" was proposed to explore management opportunities.Comparison with traditional ap
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f912e4e035bcd65e2a6e6e8e2464865d
https://doi.org/10.1016/j.artmed.2016.03.001
https://doi.org/10.1016/j.artmed.2016.03.001