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Pregled bibliografske jedinice broj: 148502

Qualitative Modelling and Analysis of Animal Behaviour


Matetić, Maja; Ribarić, Slobodan; Ipšić, Ivo
Qualitative Modelling and Analysis of Animal Behaviour // Applied intelligence (Boston), 21 (2004), 1; 25-44 doi:10.1023/B:APIN.0000027765.12621.6f (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 148502 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Qualitative Modelling and Analysis of Animal Behaviour

Autori
Matetić, Maja ; Ribarić, Slobodan ; Ipšić, Ivo

Izvornik
Applied intelligence (Boston) (0924-669X) 21 (2004), 1; 25-44

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
dynamic vision system; qualitative modelling; conceptual clustering; hidden Markov models of characteristic behaviours

Sažetak
The paper presents the LABAQM system developed for the analysis of laboratory animal behaviours. It is based on qualitative modelling of animal motions. We are dealing with the cognitive phase of the laboratory animal behaviour analysis as a part of the pharmacological experiments. The system is based on the quantitative data from the tracking application and incomplete domain background knowledge. The LABAQM system operates in two main phases: behaviour learning and behaviour analysis. The behaviour learning and behaviour analysis phase are based on symbol sequences, obtained by the transformation of the quantitative data. Behaviour learning phase includes supervised learning procedure, unsupervised learning procedure and their combination. We have shown that the qualitative model of behaviour can be modelled by hidden Markov models. The fusion of supervised and unsupervised learning procedures produces more robust models of characteristic behaviours, which are used in the behaviour analysis phase.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
0036025
0009012

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Slobodan Ribarić (autor)

Avatar Url Maja Matetić (autor)

Avatar Url Ivo Ipšić (autor)

Citiraj ovu publikaciju

Matetić, Maja; Ribarić, Slobodan; Ipšić, Ivo
Qualitative Modelling and Analysis of Animal Behaviour // Applied intelligence (Boston), 21 (2004), 1; 25-44 doi:10.1023/B:APIN.0000027765.12621.6f (međunarodna recenzija, članak, znanstveni)
Matetić, M., Ribarić, S. & Ipšić, I. (2004) Qualitative Modelling and Analysis of Animal Behaviour. Applied intelligence (Boston), 21 (1), 25-44 doi:10.1023/B:APIN.0000027765.12621.6f.
@article{article, year = {2004}, pages = {25-44}, DOI = {10.1023/B:APIN.0000027765.12621.6f}, keywords = {dynamic vision system, qualitative modelling, conceptual clustering, hidden Markov models of characteristic behaviours}, journal = {Applied intelligence (Boston)}, doi = {10.1023/B:APIN.0000027765.12621.6f}, volume = {21}, number = {1}, issn = {0924-669X}, title = {Qualitative Modelling and Analysis of Animal Behaviour}, keyword = {dynamic vision system, qualitative modelling, conceptual clustering, hidden Markov models of characteristic behaviours} }
@article{article, year = {2004}, pages = {25-44}, DOI = {10.1023/B:APIN.0000027765.12621.6f}, keywords = {dynamic vision system, qualitative modelling, conceptual clustering, hidden Markov models of characteristic behaviours}, journal = {Applied intelligence (Boston)}, doi = {10.1023/B:APIN.0000027765.12621.6f}, volume = {21}, number = {1}, issn = {0924-669X}, title = {Qualitative Modelling and Analysis of Animal Behaviour}, keyword = {dynamic vision system, qualitative modelling, conceptual clustering, hidden Markov models of characteristic behaviours} }

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


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