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Volumn 83, Issue , 2016, Pages 205-214

Fusion of time series representations for plant recognition in phenology studies

Author keywords

Classifier fusion; Diversity measures; Plant species identification

Indexed keywords

BIOLOGY; CLASSIFICATION (OF INFORMATION); GLOBAL WARMING; PLANTS (BOTANY); TIME SERIES;

EID: 84962090167     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2016.03.005     Document Type: Article
Times cited : (33)

References (42)
  • 2
    • 85043186972 scopus 로고    scopus 로고
    • Nonlinear dynamics and recurrence plots for detecting financial crisis. Documents de travail du Centre d'Economie de la Sorbonne 13024
    • Universit Panthon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne
    • [2] Addo, P.M., Billio, M., Guegan, D., Nonlinear dynamics and recurrence plots for detecting financial crisis. Documents de travail du Centre d'Economie de la Sorbonne 13024. 2013, Universit Panthon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    • (2013)
    • Addo, P.M.1    Billio, M.2    Guegan, D.3
  • 3
    • 70349467590 scopus 로고    scopus 로고
    • Tree phenology and carbon dioxide fluxes: Use of digital photography for process-based interpretation at the ecosystem scale
    • [3] Ahrends, H., Etzold, S., Kutsch, W., Stoeckli, R., Bruegger, R., Jeanneret, F., Wanner, H., Buchmann, N., Eugster, W., Tree phenology and carbon dioxide fluxes: Use of digital photography for process-based interpretation at the ecosystem scale. Clim. Res. 39 (2009), 261–274.
    • (2009) Clim. Res. , vol.39 , pp. 261-274
    • Ahrends, H.1    Etzold, S.2    Kutsch, W.3    Stoeckli, R.4    Bruegger, R.5    Jeanneret, F.6    Wanner, H.7    Buchmann, N.8    Eugster, W.9
  • 4
    • 84893396846 scopus 로고    scopus 로고
    • Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation
    • [4] Alberton, B., Almeida, J., Henneken, R., da S. Torres, R., Menzel, A., Morellato, L.P.C., Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation. Ecol. Inform. 19 (2014), 62–70.
    • (2014) Ecol. Inform. , vol.19 , pp. 62-70
    • Alberton, B.1    Almeida, J.2    Henneken, R.3    da S. Torres, R.4    Menzel, A.5    Morellato, L.P.C.6
  • 7
    • 84905117659 scopus 로고    scopus 로고
    • Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees
    • [7] Almeida, J., dos Santos, J.A., Alberton, B., da S. Torres, R., Morellato, L.P.C., Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees. Ecol. Inform. 23 (2014), 49–61.
    • (2014) Ecol. Inform. , vol.23 , pp. 49-61
    • Almeida, J.1    dos Santos, J.A.2    Alberton, B.3    da S. Torres, R.4    Morellato, L.P.C.5
  • 10
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • [10] Breiman, L., Bagging predictors. Mach. Learn. 24:2 (1996), 123–140.
    • (1996) Mach. Learn. , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 11
    • 0035546355 scopus 로고    scopus 로고
    • Color image segmentation: advances and prospects
    • [11] Cheng, H.-D., Jiang, X., Sun, Y., Wang, J., Color image segmentation: advances and prospects. Pattern Recogn. 34:12 (2001), 2259–2281.
    • (2001) Pattern Recogn. , vol.34 , Issue.12 , pp. 2259-2281
    • Cheng, H.-D.1    Jiang, X.2    Sun, Y.3    Wang, J.4
  • 16
    • 84893743223 scopus 로고    scopus 로고
    • A framework for selection and fusion of pattern classifiers in multimedia recognition
    • [16] Faria, F.A., dos Santos, J.A., Rocha, A., da S. Torres, R., A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recogn. Lett. 39 (2014), 52–64.
    • (2014) Pattern Recogn. Lett. , vol.39 , pp. 52-64
    • Faria, F.A.1    dos Santos, J.A.2    Rocha, A.3    da S. Torres, R.4
  • 18
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • [18] Freund, Y., Schapire, R.E., Experiments with a new boosting algorithm. Update, 1996, 148–156.
    • (1996) Update , pp. 148-156
    • Freund, Y.1    Schapire, R.E.2
  • 26
    • 34548093287 scopus 로고    scopus 로고
    • Experiencing SAX: a novel symbolic representation of time series
    • [26] Lin, J., Keogh, E.J., Wei, L., Lonardi, S., Experiencing SAX: a novel symbolic representation of time series. Data Min. Knowl. Discov. 15:2 (2007), 107–144.
    • (2007) Data Min. Knowl. Discov. , vol.15 , Issue.2 , pp. 107-144
    • Lin, J.1    Keogh, E.J.2    Wei, L.3    Lonardi, S.4
  • 27
    • 0002523204 scopus 로고
    • Estudo comparativo da fenologia de espécies arbóreas de floresta de altitude e floresta mesófila semidecídua na serra do iapí, jundiaí, são paulo
    • [27] Morellato, L.P.C., Rodrigues, R.R., Leit ao Filho, H.F., Joly, C.A., Estudo comparativo da fenologia de espécies arbóreas de floresta de altitude e floresta mesófila semidecídua na serra do iapí, jundiaí, são paulo. Brazil. J. Botany 12 (1989), 85–98.
    • (1989) Brazil. J. Botany , vol.12 , pp. 85-98
    • Morellato, L.P.C.1    Rodrigues, R.R.2    Leit ao Filho, H.F.3    Joly, C.A.4
  • 29
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: a holistic representation of the spatial envelope
    • [29] Oliva, A., Torralba, A., Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vis. 42:3 (2001), 145–175.
    • (2001) Int. J. Comput. Vis. , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 32
    • 84977968373 scopus 로고    scopus 로고
    • Estrutura e composição florística entre borda e interior de um cerrado sensu stricto e sua importância para propostas de recuperação
    • [32] Reys, P., Camargo, M.G.G., Teixeira, A.P., Assis, M.A., Grombone-Guaratini, M.T., Morellato, L.P.C., Estrutura e composição florística entre borda e interior de um cerrado sensu stricto e sua importância para propostas de recuperação. Hoennea 40:3 (2013), 437–452.
    • (2013) Hoennea , vol.40 , Issue.3 , pp. 437-452
    • Reys, P.1    Camargo, M.G.G.2    Teixeira, A.P.3    Assis, M.A.4    Grombone-Guaratini, M.T.5    Morellato, L.P.C.6
  • 33
    • 69449089117 scopus 로고    scopus 로고
    • Near-surface remote sensing of spatial and temporal variation in canopy phenology
    • [33] Richardson, A.D., Braswell, B.H., Hollinger, D.Y., Jenkins, J.P., Ollinger, S.V., Near-surface remote sensing of spatial and temporal variation in canopy phenology. Ecol. Appl. 19 (2009), 1417–1428.
    • (2009) Ecol. Appl. , vol.19 , pp. 1417-1428
    • Richardson, A.D.1    Braswell, B.H.2    Hollinger, D.Y.3    Jenkins, J.P.4    Ollinger, S.V.5
  • 35
    • 84928853477 scopus 로고    scopus 로고
    • Phenology: An Integrative Environmental Science
    • Springer
    • [35] Schwartz, M.D., Phenology: An Integrative Environmental Science. 2013, Springer.
    • (2013)
    • Schwartz, M.D.1
  • 40
    • 84872397385 scopus 로고    scopus 로고
    • Experimental comparison of representation methods and distance measures for time series data
    • [40] Wang, X., Mueen, A., Ding, H., Trajcevski, G., Scheuermann, P., Keogh, E.J., Experimental comparison of representation methods and distance measures for time series data. Data Min. Knowl. Discov. 26:2 (2013), 275–309.
    • (2013) Data Min. Knowl. Discov. , vol.26 , Issue.2 , pp. 275-309
    • Wang, X.1    Mueen, A.2    Ding, H.3    Trajcevski, G.4    Scheuermann, P.5    Keogh, E.J.6
  • 41
    • 0029110322 scopus 로고
    • Color indices for weed identification under various soil, residue, and lighting conditions
    • [41] Woebbecke, D.M., Meyer, G.E., Von Bargen, K., Mortensen, D.A., Color indices for weed identification under various soil, residue, and lighting conditions. Trans. ASAE 38 (1995), 259–269.
    • (1995) Trans. ASAE , vol.38 , pp. 259-269
    • Woebbecke, D.M.1    Meyer, G.E.2    Von Bargen, K.3    Mortensen, D.A.4
  • 42
    • 0036843713 scopus 로고    scopus 로고
    • Shape-based image retrieval using generic fourier descriptor
    • [42] Zhang, D., Lu, G., Shape-based image retrieval using generic fourier descriptor. Signal Process.: Image Commun. 17:10 (2002), 825–848.
    • (2002) Signal Process.: Image Commun. , vol.17 , Issue.10 , pp. 825-848
    • Zhang, D.1    Lu, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.