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Volumn 8, Issue 1, 2015, Pages 204-213

Hybrid hidden markov model for marine environment monitoring

Author keywords

Hybrid hidden Markov model (HMM); marine water monitoring; phytoplankton blooms; Spectral clustering

Indexed keywords

CLUSTERING ALGORITHMS; HIDDEN MARKOV MODELS; IMAGE SEGMENTATION; ITERATIVE METHODS; MARKOV PROCESSES; MAXIMUM PRINCIPLE; PARAMETER ESTIMATION; PHYTOPLANKTON; SIGNAL DETECTION; WATER QUALITY;

EID: 85027946683     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2014.2341219     Document Type: Article
Times cited : (24)

References (30)
  • 1
    • 0003437564 scopus 로고    scopus 로고
    • Directive 2000/60/EC of the European Parliament and of the Council Official Journal of the European Communities L 327/1
    • Directive 2000/60/EC of the European Parliament and of the Council, Establishing a framework for community action in the field of water Policy, Official Journal of the European Communities L 327/1, 2000.
    • (2000) Establishing A Framework for Community Action in the Field of Water Policy
  • 2
    • 79951742113 scopus 로고    scopus 로고
    • Directive 2008/56/EC of the European Parliament and of the Council, 17 June 2008 establishing a framework for community action in the field of marine environmental policy
    • Directive 2008/56/EC of the European Parliament and of the Council, 17 June 2008 establishing a framework for community action in the field of marine environmental policy, Marine Strategy Framework Directive, 2008.
    • (2008) Marine Strategy Framework Directive
  • 3
    • 80052341821 scopus 로고    scopus 로고
    • A machine learning based spatio-temporal data mining approach for detection of harmful algal blooms in the Gulf of Mexico
    • Sep.
    • B. Gokaraju, S. Durbha, R. King, and N. Younan, "A machine learning based spatio-temporal data mining approach for detection of harmful algal blooms in the Gulf of Mexico, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 4, no. 3, pp. 710-720, Sep. 2011.
    • (2011) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.4 , Issue.3 , pp. 710-720
    • Gokaraju, B.1    Durbha, S.2    King, R.3    Younan, N.4
  • 4
    • 84861954005 scopus 로고    scopus 로고
    • Ensemble methodology using multistage learning for improved detection of harmful algal blooms
    • Sep.
    • B. Gokaraju, S. Durbha, R. King, and N. Younan, "Ensemble methodology using multistage learning for improved detection of harmful algal blooms, " IEEE Geosci. Remote Sens. Lett., vol. 9, no. 5, pp. 827-831, Sep. 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett. , vol.9 , Issue.5 , pp. 827-831
    • Gokaraju, B.1    Durbha, S.2    King, R.3    Younan, N.4
  • 5
    • 79953706269 scopus 로고    scopus 로고
    • Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring
    • G. Pereira and N. Ebecken, "Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring, " Expert Syst. Appl. Int. J., vol. 38, no. 8, pp. 9626-9632, 2011.
    • (2011) Expert Syst. Appl. Int. J. , vol.38 , Issue.8 , pp. 9626-9632
    • Pereira, G.1    Ebecken, N.2
  • 6
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and selected applications in speech recognition
    • L. R. Rabiner, "A tutorial on Hidden Markov Models and selected applications in speech recognition, " Proc. IEEE, vol. 77, no. 2, pp. 257-286, 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 7
    • 0000300365 scopus 로고
    • Life-forms of phytoplankton as survival alternatives in an unstable environment
    • R. Margalef, "Life-forms of phytoplankton as survival alternatives in an unstable environment, " Oceanol. Acta, vol. 1, pp. 493-509, 1978.
    • (1978) Oceanol. Acta , vol.1 , pp. 493-509
    • Margalef, R.1
  • 8
    • 0036275411 scopus 로고    scopus 로고
    • Towards a functional classification of the freshwater phytoplankton
    • May
    • C. S. Reynolds, V. Huszar, C. Kruk, L. Naselli-Flores, and S. Melo, "Towards a functional classification of the freshwater phytoplankton, " J. Plankton Res., vol. 24, no. 5, pp. 417-428, May 2002.
    • (2002) J. Plankton Res. , vol.24 , Issue.5 , pp. 417-428
    • Reynolds, C.S.1    Huszar, V.2    Kruk, C.3    Naselli-Flores, L.4    Melo, S.5
  • 11
    • 84865030908 scopus 로고    scopus 로고
    • Improved vector quantization approach for discrete hmm speech recognition system
    • M. Debyeche, J. P. Haton, and A. Houacine, "Improved vector quantization approach for discrete hmm speech recognition system, " Int. Arab. J. Inf. Technol., vol. 4, no. 4, pp. 338-344, 2007.
    • (2007) Int. Arab. J. Inf. Technol. , vol.4 , Issue.4 , pp. 338-344
    • Debyeche, M.1    Haton, J.P.2    Houacine, A.3
  • 12
    • 0036821496 scopus 로고    scopus 로고
    • Identification of ground targets from sequential high-range-resolution radar signatures
    • X. Liao, P. Runkle, and L. Carin, "Identification of ground targets from sequential high-range-resolution radar signatures, " IEEE Trans. Aerosp. Electron. Syst., vol. 38, no. 4, pp. 1230-1242, 2002.
    • (2002) IEEE Trans. Aerosp. Electron. Syst. , vol.38 , Issue.4 , pp. 1230-1242
    • Liao, X.1    Runkle, P.2    Carin, L.3
  • 15
    • 70450165594 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • abs/0711. 0189
    • U. von Luxburg, "A tutorial on spectral clustering, " CoRR, vol. abs/0711. 0189, 2007.
    • (2007) CoRR
    • Von Luxburg, U.1
  • 16
    • 84893405732 scopus 로고    scopus 로고
    • Data clustering: A review
    • Sep.
    • A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: A review, " ACM Comput. Surv., vol. 31, no. 3, pp. 264-323, Sep. 1999.
    • (1999) ACM Comput. Surv. , vol.31 , Issue.3 , pp. 264-323
    • Jain, A.K.1    Murty, M.N.2    Flynn, P.J.3
  • 18
    • 84884819811 scopus 로고    scopus 로고
    • Robust and smart spectral culstering from normalized cut
    • Oct.
    • W. Kong, S. Hu, J. Zhang, and G. Dai, "Robust and smart spectral culstering from normalized cut, " Neural Comput. Appl., vol. 23, no. 5, pp. 1503-1512, Oct. 2013.
    • (2013) Neural Comput. Appl. , vol.23 , Issue.5 , pp. 1503-1512
    • Kong, W.1    Hu, S.2    Zhang, J.3    Dai, G.4
  • 20
    • 80055037608 scopus 로고    scopus 로고
    • Large scale spectral clustering with landmarkbased representation
    • X. Chen and D. Cai, "Large scale spectral clustering with landmarkbased representation, " in Proc. 25th AAAI Conf. Artif. Intell., 2011, pp. 313-318.
    • (2011) Proc. 25th AAAI Conf. Artif. Intell. , pp. 313-318
    • Chen, X.1    Cai, D.2
  • 21
    • 84935113569 scopus 로고
    • Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
    • A. Viterbi, "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm, " IEEE Trans. Inf. Theory, vol. 13 , no. 2, pp. 260-269, 1967.
    • (1967) IEEE Trans. Inf. Theory , vol.13 , Issue.2 , pp. 260-269
    • Viterbi, A.1
  • 22
    • 0015600423 scopus 로고
    • The viterbi algorithm
    • G. J. Forney, "The viterbi algorithm, " Proc. IEEE, vol. 61, no. 3, pp. 268-278, 1973.
    • (1973) Proc. IEEE , vol.61 , Issue.3 , pp. 268-278
    • Forney, G.J.1
  • 23
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond k-means
    • Jun.
    • A. K. Jain, "Data clustering: 50 years beyond k-means, " Pattern Recogn. Lett., vol. 31, no. 8, pp. 651-666, Jun. 2010.
    • (2010) Pattern Recogn. Lett. , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.K.1
  • 24
    • 85162439676 scopus 로고    scopus 로고
    • Fast and accurate k-means for large datasets
    • J. Shawe-Taylor, R. Zemel, P. Bartlett, F. Pereira, and K. Weinberger, Eds. Granada, Spain: Curran Associates
    • M. Shindler, A. Wong, and A. Meyerson, "Fast and accurate k-means for large datasets, " in Advances in Neural Information Processing Systems 24, J. Shawe-Taylor, R. Zemel, P. Bartlett, F. Pereira, and K. Weinberger, Eds. Granada, Spain: Curran Associates, 2011, pp. 2375-2383.
    • (2011) Advances in Neural Information Processing Systems 24 , pp. 2375-2383
    • Shindler, M.1    Wong, A.2    Meyerson, A.3
  • 26
    • 33749060871 scopus 로고    scopus 로고
    • Automatic determination of the number of clusters using spectral algorithms
    • Sep. 28-30
    • G. Sanguinetti, J. Laidler, and N. D. Lawrence, "Automatic determination of the number of clusters using spectral algorithms, " in Proc. IEEE Mach. Learn. Signal Process., Sep. 28-30, 2005, pp. 28-30.
    • (2005) Proc. IEEE Mach. Learn. Signal Process. , pp. 28-30
    • Sanguinetti, G.1    Laidler, J.2    Lawrence, N.D.3
  • 27
    • 35448945640 scopus 로고    scopus 로고
    • Spectral clustering with eigenvector selection
    • Mar.
    • T. Xiang and S. Gong, "Spectral clustering with eigenvector selection, " Pattern Recogn., vol. 41, no. 3, pp. 1012-1029, Mar. 2008.
    • (2008) Pattern Recogn. , vol.41 , Issue.3 , pp. 1012-1029
    • Xiang, T.1    Gong, S.2
  • 28
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W. M. Rand, "Objective criteria for the evaluation of clustering methods, " J. Amer. Statist. Assoc., vol. 66, no. 336, pp. 846-850, 1971.
    • (1971) J. Amer. Statist. Assoc. , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.M.1
  • 29
    • 0031433726 scopus 로고    scopus 로고
    • Seasonal cycle of nitrogen and phytoplankton biomass in a well-mixed coastal system (eastern english channel)
    • V. Gentilhomme and F. Lizon, "Seasonal cycle of nitrogen and phytoplankton biomass in a well-mixed coastal system (eastern english channel), " Hydrobiologia, vol. 361, pp. 191-199, 1997.
    • (1997) Hydrobiologia , vol.361 , pp. 191-199
    • Gentilhomme, V.1    Lizon, F.2
  • 30
    • 80054118665 scopus 로고    scopus 로고
    • Long-term hydrological and phytoplankton monitoring (1992-2007) of three potentially eutrophic systems in the eastern English Channel and the Southern Bight of the North Sea
    • Sep.
    • A. Lefebvre, N. Guiselin, F. Barbet, and F. L. Artigas, "Long-term hydrological and phytoplankton monitoring (1992-2007) of three potentially eutrophic systems in the eastern English Channel and the Southern Bight of the North Sea, " ICES J. Marine Sci., vol. 68, no. 10, pp. 2029-2043, Sep. 2011.
    • (2011) ICES J. Marine Sci. , vol.68 , Issue.10 , pp. 2029-2043
    • Lefebvre, A.1    Guiselin, N.2    Barbet, F.3    Artigas, F.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.