Pregled bibliografske jedinice broj: 505756
Classification Modelling of Physiological Stages in Captive Balkan Whip Snakes Using Blood Biochemistry Parameters
Classification Modelling of Physiological Stages in Captive Balkan Whip Snakes Using Blood Biochemistry Parameters // Journal of herpetology, 45 (2011), 4; 525-529 (međunarodna recenzija, članak, znanstveni)
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Naslov
Classification Modelling of Physiological Stages in Captive Balkan Whip Snakes Using Blood Biochemistry Parameters
Autori
Čož-Rakovac, Rozelinda ; Lisičić, Duje ; Šmuc, Tomislav ; Topić Popović, Natalija ; Strunjak-Perović, Ivančica ; Jadan, Margita ; Tadić, Zoran ; Jug Dujaković, Jurica
Izvornik
Journal of herpetology (0022-1511) 45
(2011), 4;
525-529
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Balkan whip snake; blood biochemistry; biological cycle; machine learning techniques
Sažetak
Captive Balkan whip snakes (Hierophis gemonensis) were studied to determine blood biochemical parameters that are useful indicators of physiological status during different periods of the biological cycle, including pre- and post-hibernation, hibernation, sexual activity, and normal activity. In addition to classic statistical analyses, six machine-learning methods utilizing ten times ten-fold cross-validation evaluation were used in order to determine the best classification model for the blood biochemistry data. Results of the machine-learning models indicated that using simultaneously three of the blood biochemistry variables – urea, glucose, and lactate dehydrogenase is enough to obtain highly accurate discrimination between different physiological conditions during the biological cycle. This approach clarifies the role and importance of physiological processes which show diversity of functional characteristics of various biochemical parameters in ecological relation to snakes held under laboratory conditions which mimic natural environmental changes.
Izvorni jezik
Engleski
Znanstvena područja
Biologija, Veterinarska medicina, Poljoprivreda (agronomija)
POVEZANOST RADA
Projekti:
098-0000000-3168 - Strojno učenje prediktivnih modela u računalnoj biologiji (Šmuc, Tomislav, MZOS ) ( POIROT)
098-1782739-2749 - Substanična biokemijska i filogenetska raznolikost tkiva riba, rakova i školjaka (Čož-Rakovac, Rozelinda, MZOS ) ( POIROT)
119-0000000-1285 - Kognicija i percepcija u zmija (Tadić, Zoran, MZOS ) ( POIROT)
Ustanove:
Institut "Ruđer Bošković", Zagreb,
Prirodoslovno-matematički fakultet, Zagreb,
Sveučilište u Dubrovniku
Profili:
Natalija Topić Popović
(autor)
Zoran Tadić
(autor)
Margita Jadan
(autor)
Ivančica Strunjak-Perović
(autor)
Jurica Jug-Dujaković
(autor)
Rozelinda Čož-Rakovac
(autor)
Tomislav Šmuc
(autor)
Duje Lisičić
(autor)
Citiraj ovu publikaciju:
Časopis indeksira:
- Current Contents Connect (CCC)
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus
Uključenost u ostale bibliografske baze podataka::
- BIOSIS Previews (Biological Abstracts)
- Zoological Record