-
1
-
-
80052072652
-
Kohonen self-organizing map estimator for the reference crop evapotranspiration
-
Adeloye AJ, Rustum R, Kariyama ID (2011) Kohonen self-organizing map estimator for the reference crop evapotranspiration. Water Resour Res. doi:10.1029/2011WR010690
-
(2011)
Water Resour Res
-
-
Adeloye, A.J.1
Rustum, R.2
Kariyama, I.D.3
-
2
-
-
84883819847
-
Forecasts of tropical pacific sea surface temperatures by neural networks and support vector regression
-
Aguilar-Martinez S, Hsieh WW (2009) Forecasts of tropical pacific sea surface temperatures by neural networks and support vector regression. Int J Oceanogr. doi:10.1155/2009/167239
-
(2009)
Int J Oceanogr
-
-
Aguilar-Martinez, S.1
Hsieh, W.W.2
-
3
-
-
9944222570
-
Error correction of a predictive ocean wave model using local model approximation
-
Babovic V, Sannasiraj SA, Chan ES (2005) Error correction of a predictive ocean wave model using local model approximation. J Mar Syst 53:1–17
-
(2005)
J Mar Syst
, vol.53
, pp. 1-17
-
-
Babovic, V.1
Sannasiraj, S.A.2
Chan, E.S.3
-
4
-
-
84888432296
-
Temporal variability and climatology of hydrodynamic, water property, and water quality parameters in West Johor Strait of Singapore
-
Behera MR, Chun C, Sundarambal P, Tkalich P (2013) Temporal variability and climatology of hydrodynamic, water property, and water quality parameters in West Johor Strait of Singapore. Mar Pollut Bull 77:380–395
-
(2013)
Mar Pollut Bull
, vol.77
, pp. 380-395
-
-
Behera, M.R.1
Chun, C.2
Sundarambal, P.3
Tkalich, P.4
-
5
-
-
84860625105
-
Biofouling: lessons from nature
-
Bixler GD, Bhushan B (2012) Biofouling: lessons from nature. Phil Trans R Soc A 370:2381–2417
-
(2012)
Phil Trans R Soc A
, vol.370
, pp. 2381-2417
-
-
Bixler, G.D.1
Bhushan, B.2
-
6
-
-
59249093764
-
Predicting offshore temperatures in Monterey Bay based on coastal observation using linear forecast models
-
Breaker LC, Brewster JK (2009) Predicting offshore temperatures in Monterey Bay based on coastal observation using linear forecast models. Ocean Model 27:82–97
-
(2009)
Ocean Model
, vol.27
, pp. 82-97
-
-
Breaker, L.C.1
Brewster, J.K.2
-
7
-
-
77956325981
-
The various components of the circulation in the Singapore Strait region: tidal, wind, Eddy-driven circulations and their relative importance. In Papers of the 20th International Offshore and Polar Engineering Conference, ISOPE-2010, Beijing, China
-
Chen H, Wei J, Tkalich P, Mallanote-Rizzoli P (2010) The various components of the circulation in the Singapore Strait region: tidal, wind, Eddy-driven circulations and their relative importance. In Papers of the 20th International Offshore and Polar Engineering Conference, ISOPE-2010, Beijing, China, June 20–26
-
(2010)
June
, pp. 20-26
-
-
Chen, H.1
Wei, J.2
Tkalich, P.3
Mallanote-Rizzoli, P.4
-
8
-
-
17644370689
-
Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning
-
Corani G (2005) Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning. Ecol Model 185:513–529
-
(2005)
Ecol Model
, vol.185
, pp. 513-529
-
-
Corani, G.1
-
9
-
-
0025482241
-
The wavelet transform, time–frequency localization and signal analysis
-
Daubechies I (1990) The wavelet transform, time–frequency localization and signal analysis. IEEE T Inf Theory 36(5):961–1005
-
(1990)
IEEE T Inf Theory
, vol.36
, Issue.5
, pp. 961-1005
-
-
Daubechies, I.1
-
10
-
-
84861962257
-
Climate change response of the Mar Menor coastal lagoon (Spain) using a hydrodynamic finite element model
-
De Pascalis F, Perez-Ruzafa A, Gilabert J, Marcos C, Umgeisser G (2012) Climate change response of the Mar Menor coastal lagoon (Spain) using a hydrodynamic finite element model. Estuar Coast Shelf Sci 114:118–129
-
(2012)
Estuar Coast Shelf Sci
, vol.114
, pp. 118-129
-
-
De Pascalis, F.1
Perez-Ruzafa, A.2
Gilabert, J.3
Marcos, C.4
Umgeisser, G.5
-
11
-
-
77952637085
-
Biofouling protection for marine environmental sensors
-
Delauney L, Compere C, Lehaitre M (2010) Biofouling protection for marine environmental sensors. Ocean Sci 6:503–511
-
(2010)
Ocean Sci
, vol.6
, pp. 503-511
-
-
Delauney, L.1
Compere, C.2
Lehaitre, M.3
-
12
-
-
84881026825
-
Temperature-salinity modeling for Ruwais coastal area in United Arab Emirates
-
Elshorbagy W, Azam MH, Elhakeem A (2013) Temperature-salinity modeling for Ruwais coastal area in United Arab Emirates. Mar Pollut Bull 73:170–182
-
(2013)
Mar Pollut Bull
, vol.73
, pp. 170-182
-
-
Elshorbagy, W.1
Azam, M.H.2
Elhakeem, A.3
-
13
-
-
77950516820
-
A hybrid neural network and ARIMA model for water quality time series prediction
-
Faruk DO (2010) A hybrid neural network and ARIMA model for water quality time series prediction. Eng Appl Artif Intell 23:586–594
-
(2010)
Eng Appl Artif Intell
, vol.23
, pp. 586-594
-
-
Faruk, D.O.1
-
14
-
-
84868194101
-
Artificial neutral network modeling of the water quality index for Kinta River (Malaysia) using water quality variables as predictors
-
Gazzaz NM, Yusoff MK, Aris AZ, Juahir H, Ramli MF (2012) Artificial neutral network modeling of the water quality index for Kinta River (Malaysia) using water quality variables as predictors. Mar Pollut Bull 64:2409–2420
-
(2012)
Mar Pollut Bull
, vol.64
, pp. 2409-2420
-
-
Gazzaz, N.M.1
Yusoff, M.K.2
Aris, A.Z.3
Juahir, H.4
Ramli, M.F.5
-
16
-
-
58349094494
-
Applying adaptive prediction to sea-water quality measurements
-
Hatzikos E, Hatonen J, Bassiliades N, Vlahavas I, Fournou E (2009) Applying adaptive prediction to sea-water quality measurements. Expert Syst Appl 36:6773–6779
-
(2009)
Expert Syst Appl
, vol.36
, pp. 6773-6779
-
-
Hatzikos, E.1
Hatonen, J.2
Bassiliades, N.3
Vlahavas, I.4
Fournou, E.5
-
18
-
-
0030270228
-
Engineering applications of the self-organizing map
-
Kohonen T, Oja E, Simula O, Visa A, Kangas J (1996) Engineering applications of the self-organizing map. Proc IEEE 84(10):1358–1384
-
(1996)
Proc IEEE
, vol.84
, Issue.10
, pp. 1358-1384
-
-
Kohonen, T.1
Oja, E.2
Simula, O.3
Visa, A.4
Kangas, J.5
-
19
-
-
79955805216
-
Data validation and missing data reconstruction using self-organizing map for water treatment
-
Lamrini B, Lakhal EK, Le Lann MV, Wehenkel L (2011) Data validation and missing data reconstruction using self-organizing map for water treatment. Neural Comput Applic 20:575–588
-
(2011)
Neural Comput Applic
, vol.20
, pp. 575-588
-
-
Lamrini, B.1
Lakhal, E.K.2
Le Lann, M.V.3
Wehenkel, L.4
-
20
-
-
0000873069
-
A method for the solution of certain non-linear problems in least squares
-
Lavenberg K (1944) A method for the solution of certain non-linear problems in least squares. Quart Appl Math 2:164–168
-
(1944)
Quart Appl Math
, vol.2
, pp. 164-168
-
-
Lavenberg, K.1
-
21
-
-
84966210236
-
Multiresolution approximation and wavelet orthonormal bases of L2(R)
-
Mallat S (1989) Multiresolution approximation and wavelet orthonormal bases of L2(R). T Am Math Soc 315:69–87
-
(1989)
T Am Math Soc
, vol.315
, pp. 69-87
-
-
Mallat, S.1
-
22
-
-
3242701180
-
Methods for reducing biofouling of moored optical sensors
-
Manov DV, Chang GC, Dickey TD (2004) Methods for reducing biofouling of moored optical sensors. J Atmos Ocean Technol 21(6):958–968
-
(2004)
J Atmos Ocean Technol
, vol.21
, Issue.6
, pp. 958-968
-
-
Manov, D.V.1
Chang, G.C.2
Dickey, T.D.3
-
23
-
-
0000169232
-
An algorithm for least-squares estimation of nonlinear parameters
-
Marquardt DW (1963) An algorithm for least-squares estimation of nonlinear parameters. J Soc Ind Appl Math 11:431–441
-
(1963)
J Soc Ind Appl Math
, vol.11
, pp. 431-441
-
-
Marquardt, D.W.1
-
24
-
-
84863944042
-
Review of input variable selection methods for artificial neural networks
-
Suzuki K, (ed), InTech, New York
-
May R, Dandy G, Maier H (2011) Review of input variable selection methods for artificial neural networks. In: Suzuki K (ed) Artificial neural networks-methodological advances and biomedical application (pp. InTech, New York, pp 19–44
-
(2011)
Artificial neural networks-methodological advances and biomedical application (pp
, pp. 19-44
-
-
May, R.1
Dandy, G.2
Maier, H.3
-
25
-
-
84888138641
-
Hybrid ANN-GA model for predicting turbidity and chlorophyll-a concentrations
-
Mulia IE, Harold T, Roopsekhar K, Tkalich P (2013a) Hybrid ANN-GA model for predicting turbidity and chlorophyll-a concentrations. J Hydro Environ Res 7:279–299
-
(2013)
J Hydro Environ Res
, vol.7
, pp. 279-299
-
-
Mulia, I.E.1
Harold, T.2
Roopsekhar, K.3
Tkalich, P.4
-
26
-
-
84947493906
-
Signal decomposition technique to improve data-driven model for sea temperature data series
-
Mulia IE, Asano T, Tkalich P (2013b) Signal decomposition technique to improve data-driven model for sea temperature data series. Proc JSCE 4:70–74
-
(2013)
Proc JSCE
, vol.4
, pp. 70-74
-
-
Mulia, I.E.1
Asano, T.2
Tkalich, P.3
-
27
-
-
84868485963
-
Infilling of missing rainfall and streamflow data in the Shire River basin, Malawi – A self organizing map approach
-
Mwale FD, Adeloye AJ, Rustum R (2012) Infilling of missing rainfall and streamflow data in the Shire River basin, Malawi – A self organizing map approach. Phys Chem Earth A/B/C 50–52:34–43
-
(2012)
Phys Chem Earth A/B/C
, vol.50-52
, pp. 34-43
-
-
Mwale, F.D.1
Adeloye, A.J.2
Rustum, R.3
-
28
-
-
0000902316
-
Time series forecasting using NNs: Should the data be deseasonalized first?
-
Nelson M, Hill T, Remus T, O’Connor M (1999) Time series forecasting using NNs: Should the data be deseasonalized first? J Forecast 18:359–367
-
(1999)
J Forecast
, vol.18
, pp. 359-367
-
-
Nelson, M.1
Hill, T.2
Remus, T.3
O’Connor, M.4
-
29
-
-
79959254997
-
Hydrology and circulation in a coastal area off Marseille: Validation of a nested 3D model with observations
-
Pairaud IL, Gatti J, Bensoussan N, Verney R, Garreau P (2011) Hydrology and circulation in a coastal area off Marseille: Validation of a nested 3D model with observations. J Mar Syst 88:20–33
-
(2011)
J Mar Syst
, vol.88
, pp. 20-33
-
-
Pairaud, I.L.1
Gatti, J.2
Bensoussan, N.3
Verney, R.4
Garreau, P.5
-
30
-
-
28844509213
-
Modeling tidal and monsoon driven currents in the Singapore Strait
-
Pang WC, Tkalich P (2003) Modeling tidal and monsoon driven currents in the Singapore Strait. Singap Marit Port J 151–162
-
(2003)
Singap Marit Port J
, pp. 151-162
-
-
Pang, W.C.1
Tkalich, P.2
-
31
-
-
85046578083
-
Predicting sea surface temperature in the North Indian Ocean with nonlinear autoregressive neural networks
-
Patil K, Deo MC, Ghosh S, Ravidchandran M (2013) Predicting sea surface temperature in the North Indian Ocean with nonlinear autoregressive neural networks. Int J Oceanogr. doi:10.1155/2013/302479
-
(2013)
Int J Oceanogr
-
-
Patil, K.1
Deo, M.C.2
Ghosh, S.3
Ravidchandran, M.4
-
32
-
-
60649118396
-
Artificial neural network modeling of the river water quality. A case study
-
Singh KP, Basant A, Malik A, Jain G (2009) Artificial neural network modeling of the river water quality. A case study. Ecol Model 220:888–895
-
(2009)
Ecol Model
, vol.220
, pp. 888-895
-
-
Singh, K.P.1
Basant, A.2
Malik, A.3
Jain, G.4
-
33
-
-
84904163933
-
Dropout: a simple way to prevent neural networks from overfitting
-
Srivastava N, Hinston G, Krizhevsky A, Sutskever I, Salakhutdinov R (2014) Dropout: a simple way to prevent neural networks from overfitting. J Mach Learn Res 15:1929–1958
-
(2014)
J Mach Learn Res
, vol.15
, pp. 1929-1958
-
-
Srivastava, N.1
Hinston, G.2
Krizhevsky, A.3
Sutskever, I.4
Salakhutdinov, R.5
-
35
-
-
84855462883
-
Simulating and predicting river discharge time series using a wavelet-neural network hybrid modelling approach
-
Wei S, Song J, Khan NI (2012) Simulating and predicting river discharge time series using a wavelet-neural network hybrid modelling approach. Hydrol Process 26:281–296
-
(2012)
Hydrol Process
, vol.26
, pp. 281-296
-
-
Wei, S.1
Song, J.2
Khan, N.I.3
-
36
-
-
79960462846
-
Ocean response to attenuation of visible light by phytoplankton in the Gulf of St. Lawrence
-
Zhai L, Tang C, Platt T, Sathyendranath S (2011) Ocean response to attenuation of visible light by phytoplankton in the Gulf of St. Lawrence. J Mar Syst 88:285–297
-
(2011)
J Mar Syst
, vol.88
, pp. 285-297
-
-
Zhai, L.1
Tang, C.2
Platt, T.3
Sathyendranath, S.4
-
37
-
-
0037243071
-
Time series forecasting using a hybrid ARIMA and neural network model
-
Zhang GP (2003) Time series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50:159–175
-
(2003)
Neurocomputing
, vol.50
, pp. 159-175
-
-
Zhang, G.P.1
-
38
-
-
4344591889
-
Neural network forecasting for seasonal and trend time series
-
Zhang GP, Qi M (2005) Neural network forecasting for seasonal and trend time series. Eur J Oper Res 160:501–514
-
(2005)
Eur J Oper Res
, vol.160
, pp. 501-514
-
-
Zhang, G.P.1
Qi, M.2
|