-
1
-
-
79955896932
-
Adaptive neuro-fuzzy inference systems for epidemiological analysis of soybean rust
-
Alves M.C., Pozza E.A., Costa J.C.B., Carvalho L.G., Alves L.S. Adaptive neuro-fuzzy inference systems for epidemiological analysis of soybean rust. Environ. Modell. Softw. 2011, 26:1089-1096.
-
(2011)
Environ. Modell. Softw.
, vol.26
, pp. 1089-1096
-
-
Alves, M.C.1
Pozza, E.A.2
Costa, J.C.B.3
Carvalho, L.G.4
Alves, L.S.5
-
2
-
-
78049531014
-
Bankruptcy forecasting: a hybrid approach using Fuzzy c-means clustering and Multivariate Adaptive Regression Splines (MARS)
-
Andres J.D., Lorca P., Juez F.J., Sánchez-Lasheras F. Bankruptcy forecasting: a hybrid approach using Fuzzy c-means clustering and Multivariate Adaptive Regression Splines (MARS). Expert Syst. Appl. 2010, 38:1866-1875.
-
(2010)
Expert Syst. Appl.
, vol.38
, pp. 1866-1875
-
-
Andres, J.D.1
Lorca, P.2
Juez, F.J.3
Sánchez-Lasheras, F.4
-
3
-
-
84939437333
-
Applicability of a fuzzy genetic system for crack diagnosis in Timoshenko beams
-
Aydin K., Kisi O. Applicability of a fuzzy genetic system for crack diagnosis in Timoshenko beams. J. Comput. Civ. Eng. 2014, 04014073. 10.1061/(ASCE)CP.1943-5487.0000385.
-
(2014)
J. Comput. Civ. Eng.
-
-
Aydin, K.1
Kisi, O.2
-
4
-
-
33645459442
-
Application of MARS in simulating pesticide concentrations in soil
-
Bera P., Prasher S.O., Patel R.M., Madani A., Lacroix R., Gaynor J.D., Tan S.C., Kim S.H. Application of MARS in simulating pesticide concentrations in soil. Trans. Am. Soc. Agric. Eng. 2006, 49:297-307.
-
(2006)
Trans. Am. Soc. Agric. Eng.
, vol.49
, pp. 297-307
-
-
Bera, P.1
Prasher, S.O.2
Patel, R.M.3
Madani, A.4
Lacroix, R.5
Gaynor, J.D.6
Tan, S.C.7
Kim, S.H.8
-
5
-
-
84871950182
-
Water quality index and fractal dimension analysis of water parameters
-
Bhardwaj R., Parmar K.S. Water quality index and fractal dimension analysis of water parameters. Int. J. Environ. Sci. Technol. 2013, 10:151-164.
-
(2013)
Int. J. Environ. Sci. Technol.
, vol.10
, pp. 151-164
-
-
Bhardwaj, R.1
Parmar, K.S.2
-
6
-
-
84930795153
-
Statistical, time series, and fractal analysis of full stretch of river Yamuna (India) for water quality management
-
Bhardwaj R., Parmar K.S. Statistical, time series, and fractal analysis of full stretch of river Yamuna (India) for water quality management. Environ. Sci. Pollut. Res. 2015, 22:397-414. 10.1007/s11356-014-3346-1.
-
(2015)
Environ. Sci. Pollut. Res.
, vol.22
, pp. 397-414
-
-
Bhardwaj, R.1
Parmar, K.S.2
-
7
-
-
12144264770
-
Neural networks and M5 model trees in modeling water level-discharge relationship
-
Bhattacharya B., Solomatine D.P. Neural networks and M5 model trees in modeling water level-discharge relationship. Neurocomputing 2005, 63:381-396.
-
(2005)
Neurocomputing
, vol.63
, pp. 381-396
-
-
Bhattacharya, B.1
Solomatine, D.P.2
-
8
-
-
33645967437
-
Machine learning in sedimentation modelling
-
Bhattacharya B., Solomatine D.P. Machine learning in sedimentation modelling. Neural Netw. 2006, 19:208-214.
-
(2006)
Neural Netw.
, vol.19
, pp. 208-214
-
-
Bhattacharya, B.1
Solomatine, D.P.2
-
9
-
-
84892864342
-
Evolutionary multivariate adaptive regression splines for estimating shear strength in reinforced-concrete deep beams
-
Cheng M.Y., Cao M.T. Evolutionary multivariate adaptive regression splines for estimating shear strength in reinforced-concrete deep beams. Eng. Appl. Artif. Intell. 2014, 28:86-96.
-
(2014)
Eng. Appl. Artif. Intell.
, vol.28
, pp. 86-96
-
-
Cheng, M.Y.1
Cao, M.T.2
-
10
-
-
34249753618
-
Support vector networks
-
Cortes C., Vapnik V. Support vector networks. Mach. Learn. 1995, 20:273-297.
-
(1995)
Mach. Learn.
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
11
-
-
84953750404
-
-
Ministry Of Environment & Forests, Assessment and Development of River Basin Series: ADSORBS/41/2006-07.
-
CPCB, 2006. Water Quality Status Of Yamuna River (1999-2005), Central Pollution Control Board, Ministry Of Environment & Forests, Assessment and Development of River Basin Series: ADSORBS/41/2006-07.
-
(2006)
Water Quality Status Of Yamuna River (1999-2005), Central Pollution Control Board
-
-
-
12
-
-
84886565039
-
Evaluation of the parameters of water quality with wavelet techniques
-
Dokmen F., Aslan J. Evaluation of the parameters of water quality with wavelet techniques. Water Resour. Manage. 2013, 27:4977-4988.
-
(2013)
Water Resour. Manage.
, vol.27
, pp. 4977-4988
-
-
Dokmen, F.1
Aslan, J.2
-
13
-
-
82355192118
-
Attribution of the river flow growth in the Plata Basin
-
Doyle M.E., Barros V.R. Attribution of the river flow growth in the Plata Basin. Int. J. Climatol. 2011, 31:2234-2248.
-
(2011)
Int. J. Climatol.
, vol.31
, pp. 2234-2248
-
-
Doyle, M.E.1
Barros, V.R.2
-
14
-
-
0002432565
-
Multivariate adaptive regression splines
-
Friedman J.H. Multivariate adaptive regression splines. Ann. Stat. 1991, 19:1-67.
-
(1991)
Ann. Stat.
, vol.19
, pp. 1-67
-
-
Friedman, J.H.1
-
15
-
-
84155186700
-
Value of adaptive water resources management in Northern California under climatic variability and change: reservoir management
-
Georgakakos A.P., Yao H., Kistenmacher M., Georgakakos K.P., Graham N.E., Cheng F.Y., Spencer C., Shamir E. Value of adaptive water resources management in Northern California under climatic variability and change: reservoir management. J. Hydrol. 2012, 412-413:34-46.
-
(2012)
J. Hydrol.
, pp. 34-46
-
-
Georgakakos, A.P.1
Yao, H.2
Kistenmacher, M.3
Georgakakos, K.P.4
Graham, N.E.5
Cheng, F.Y.6
Spencer, C.7
Shamir, E.8
-
16
-
-
58349097333
-
Prediction of aeration efficiency on stepped cascades by using least square support vector machines
-
Hanbay D., Baylar A., Batan M. Prediction of aeration efficiency on stepped cascades by using least square support vector machines. Expert Syst. Appl. 2009, 36:4248-4252.
-
(2009)
Expert Syst. Appl.
, vol.36
, pp. 4248-4252
-
-
Hanbay, D.1
Baylar, A.2
Batan, M.3
-
17
-
-
33644676683
-
Predicting engine reliability by support vector machines
-
Hong W.C., Pai P.F. Predicting engine reliability by support vector machines. Int. J. Adv. Manuf. Technol. 2006, 28:154-161.
-
(2006)
Int. J. Adv. Manuf. Technol.
, vol.28
, pp. 154-161
-
-
Hong, W.C.1
Pai, P.F.2
-
18
-
-
61749102355
-
Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks
-
Kisi O. Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks. Hydrol. Process. 2009, 23:213-223.
-
(2009)
Hydrol. Process.
, vol.23
, pp. 213-223
-
-
Kisi, O.1
-
19
-
-
84862679428
-
Suspended sediment modeling using genetic programming and soft computing techniques
-
Kisi O., Dailr A.H., Cimen M., Shiri J. Suspended sediment modeling using genetic programming and soft computing techniques. J. Hydrol. 2012, 450-451:48-58.
-
(2012)
J. Hydrol.
, pp. 48-58
-
-
Kisi, O.1
Dailr, A.H.2
Cimen, M.3
Shiri, J.4
-
20
-
-
84871475008
-
Modeling monthly pan evaporations using fuzzy genetic approach
-
Kisi O., Tombul M. Modeling monthly pan evaporations using fuzzy genetic approach. J. Hydrol. 2013, 477:203-212.
-
(2013)
J. Hydrol.
, vol.477
, pp. 203-212
-
-
Kisi, O.1
Tombul, M.2
-
21
-
-
84879221930
-
Least squares support vector machine for modeling daily reference evapotranspiration
-
Kisi O. Least squares support vector machine for modeling daily reference evapotranspiration. Irrig. Sci. 2013, 31:611-619.
-
(2013)
Irrig. Sci.
, vol.31
, pp. 611-619
-
-
Kisi, O.1
-
22
-
-
33750002678
-
Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions
-
Leathwick J.R., Elith J., Hastie T. Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions. Ecol. Modell. 2006, 199:188-196.
-
(2006)
Ecol. Modell.
, vol.199
, pp. 188-196
-
-
Leathwick, J.R.1
Elith, J.2
Hastie, T.3
-
23
-
-
26444554549
-
Mining the customer credit using classification and regression tree and multivariate adaptive regression splines
-
Lee T.S., Chiu C.C., Chou Y.C., Lu C.J. Mining the customer credit using classification and regression tree and multivariate adaptive regression splines. Comput. Stat. Data Anal. 2006, 50:1113-1130.
-
(2006)
Comput. Stat. Data Anal.
, vol.50
, pp. 1113-1130
-
-
Lee, T.S.1
Chiu, C.C.2
Chou, Y.C.3
Lu, C.J.4
-
24
-
-
34548864403
-
Application of a new leaf area index algorithm to China's landmass using MODIS data for carbon cycle research
-
Liu R., Chen J.M., Liu J., Deng F., Sun R. Application of a new leaf area index algorithm to China's landmass using MODIS data for carbon cycle research. J. Environ. Manage. 2007, 85:649-658.
-
(2007)
J. Environ. Manage.
, vol.85
, pp. 649-658
-
-
Liu, R.1
Chen, J.M.2
Liu, J.3
Deng, F.4
Sun, R.5
-
25
-
-
84890090280
-
Improving real time flood forecasting using fuzzy inference system
-
Lohani A.K., Goel N.K., Bhatia K.K.S. Improving real time flood forecasting using fuzzy inference system. J. Hydrol. 2014, 509:25-41.
-
(2014)
J. Hydrol.
, vol.509
, pp. 25-41
-
-
Lohani, A.K.1
Goel, N.K.2
Bhatia, K.K.S.3
-
26
-
-
84862642100
-
Comparative study of different wavelets for hydrologic forecasting
-
Maheshwaran R., Khosa R. Comparative study of different wavelets for hydrologic forecasting. Comput. Geosci. 2012, 46:284-295.
-
(2012)
Comput. Geosci.
, vol.46
, pp. 284-295
-
-
Maheshwaran, R.1
Khosa, R.2
-
27
-
-
84871523656
-
Long term forecasting of groundwater levels with evidence of non-stationary and nonlinear characteristics
-
Maheshwaran R., Khosa R. Long term forecasting of groundwater levels with evidence of non-stationary and nonlinear characteristics. Comput. Geosci. 2013, 52:422-436.
-
(2013)
Comput. Geosci.
, vol.52
, pp. 422-436
-
-
Maheshwaran, R.1
Khosa, R.2
-
28
-
-
0004255908
-
-
The McGraw-Hill Companies Inc., New York, NY, 414
-
Mitchell T.M. Machine Learning 1997, The McGraw-Hill Companies Inc., New York, NY, 414.
-
(1997)
Machine Learning
-
-
Mitchell, T.M.1
-
29
-
-
1942490118
-
A neuro fuzzy computing technique for modeling hydrological time series
-
Nayak P.C., Sudheer K.P., Ranjan D.M., Ramasastri K.S. A neuro fuzzy computing technique for modeling hydrological time series. J. Hydrol. 2004, 291:52-66.
-
(2004)
J. Hydrol.
, vol.291
, pp. 52-66
-
-
Nayak, P.C.1
Sudheer, K.P.2
Ranjan, D.M.3
Ramasastri, K.S.4
-
30
-
-
65449173509
-
M5 model tree based modelling of reference evapotranspiration
-
Pal M., Deswal S. M5 model tree based modelling of reference evapotranspiration. Hydrol. Process. 2009, 23:1437-1443.
-
(2009)
Hydrol. Process.
, vol.23
, pp. 1437-1443
-
-
Pal, M.1
Deswal, S.2
-
31
-
-
73649113830
-
Alarming pollution levels in rivers of Punjab
-
Parmar K.S., Chugh P., Minhas P., Sahota H.S. Alarming pollution levels in rivers of Punjab. Indian J. Environ. Prot. 2009, 29:953-959.
-
(2009)
Indian J. Environ. Prot.
, vol.29
, pp. 953-959
-
-
Parmar, K.S.1
Chugh, P.2
Minhas, P.3
Sahota, H.S.4
-
32
-
-
84893657962
-
Wavelet and statistical analysis of river water quality parameters
-
Parmar K.S., Bhadwaj R. Wavelet and statistical analysis of river water quality parameters. Appl. Math. Comput. 2013, 219:10172-10182.
-
(2013)
Appl. Math. Comput.
, vol.219
, pp. 10172-10182
-
-
Parmar, K.S.1
Bhadwaj, R.2
-
33
-
-
34447527322
-
Wavelet and neuro fuzzy conjunction model for precipitation forecasting
-
Partal T., Kisi O. Wavelet and neuro fuzzy conjunction model for precipitation forecasting. J. Hydrol. 2007, 342:199-212.
-
(2007)
J. Hydrol.
, vol.342
, pp. 199-212
-
-
Partal, T.1
Kisi, O.2
-
34
-
-
0001495905
-
Learning with continuous classes
-
World Scientific, Singapore
-
Quinlan J.R. Learning with continuous classes. Proceedings of the Fifth Australian Joint Conference on Artificial Intelligence, Hobart, Australia, 16-18 November 1992, 343-348. World Scientific, Singapore.
-
(1992)
Proceedings of the Fifth Australian Joint Conference on Artificial Intelligence, Hobart, Australia, 16-18 November
, pp. 343-348
-
-
Quinlan, J.R.1
-
35
-
-
66449136989
-
Time series prediction using support vector machines: a survey
-
Sapankevych N.I., Sankar R. Time series prediction using support vector machines: a survey. IEEE Comput. Intell. Mag. 2009, 4:24-38.
-
(2009)
IEEE Comput. Intell. Mag.
, vol.4
, pp. 24-38
-
-
Sapankevych, N.I.1
Sankar, R.2
-
36
-
-
0039595510
-
Forecasting recessions: can we do better on MARS?
-
Sephton P. Forecasting recessions: can we do better on MARS?. Fed. Reserve Bank St. Louis Rev. 2001, 83:39-49.
-
(2001)
Fed. Reserve Bank St. Louis Rev.
, vol.83
, pp. 39-49
-
-
Sephton, P.1
-
37
-
-
84949115740
-
Climate change and water resources management in the Upper Santa Cruz River, Arizona
-
Shamir E., Megdal S.B., Carrillo C., Castro C.L., Chang H., Chief K., Corkhill F.E., Georgakakos S.E.K.P., Nelson K.M., Prietto J. Climate change and water resources management in the Upper Santa Cruz River, Arizona. J. Hydrol. 2015, 521:18-33.
-
(2015)
J. Hydrol.
, vol.521
, pp. 18-33
-
-
Shamir, E.1
Megdal, S.B.2
Carrillo, C.3
Castro, C.L.4
Chang, H.5
Chief, K.6
Corkhill, F.E.7
Georgakakos, S.E.K.P.8
Nelson, K.M.9
Prietto, J.10
-
38
-
-
33747356756
-
Modeling runoff from middle Himalayan watersheds employing artificial intelligence techniques
-
Sharda V., Prasher S.O., Patel R.M., Ojavasi P.R., Prakash C. Modeling runoff from middle Himalayan watersheds employing artificial intelligence techniques. Agric. Water Manage. 2006, 83:233-242.
-
(2006)
Agric. Water Manage.
, vol.83
, pp. 233-242
-
-
Sharda, V.1
Prasher, S.O.2
Patel, R.M.3
Ojavasi, P.R.4
Prakash, C.5
-
39
-
-
4043137356
-
A tutorial on support vector regression
-
Smola J.A., Bernhard Scholkopf A tutorial on support vector regression. Stat. Comput. 2004, 14:199-222.
-
(2004)
Stat. Comput.
, vol.14
, pp. 199-222
-
-
Smola, J.A.1
Bernhard, S.2
-
40
-
-
10244261532
-
M5 model trees compared to neural networks: application to flood forecasting in the upper reach of the Huai River in China
-
Solomatine D.P., Xue Y. M5 model trees compared to neural networks: application to flood forecasting in the upper reach of the Huai River in China. J. Hydrol. Eng. 2004, 9:491-501.
-
(2004)
J. Hydrol. Eng.
, vol.9
, pp. 491-501
-
-
Solomatine, D.P.1
Xue, Y.2
-
41
-
-
0037565156
-
Model trees as an alternative to neural networks in rainfall-runoff modelling
-
Solomatine D.P., Dulal K.N. Model trees as an alternative to neural networks in rainfall-runoff modelling. Hydrol. Sci. J. 2003, 48:399-411.
-
(2003)
Hydrol. Sci. J.
, vol.48
, pp. 399-411
-
-
Solomatine, D.P.1
Dulal, K.N.2
-
42
-
-
84903716142
-
Statistical analysis of aerosols over the Gangetic-Himalayan region using ARIMA model based on long-term MODIS observations
-
Soni K., Kapoor S., Parmar K.S., Kaskaoutis D.G. Statistical analysis of aerosols over the Gangetic-Himalayan region using ARIMA model based on long-term MODIS observations. Atmos. Res. 2014, 149:174-192.
-
(2014)
Atmos. Res.
, vol.149
, pp. 174-192
-
-
Soni, K.1
Kapoor, S.2
Parmar, K.S.3
Kaskaoutis, D.G.4
-
43
-
-
0005906715
-
Support vector machines: a nonlinear modeling and control perspective
-
Suykens J.A.K. Support vector machines: a nonlinear modeling and control perspective. Eur. J. Control 2001, 7:311-327.
-
(2001)
Eur. J. Control
, vol.7
, pp. 311-327
-
-
Suykens, J.A.K.1
-
44
-
-
0032638628
-
Least square support vector machine classifiers
-
Suykens J.A.K., Vandewalle J. Least square support vector machine classifiers. Neural Process. Lett. 1999, 9:293-300.
-
(1999)
Neural Process. Lett.
, vol.9
, pp. 293-300
-
-
Suykens, J.A.K.1
Vandewalle, J.2
-
45
-
-
68349105875
-
A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series
-
Wang W., Chau K., Cheng C., Qiu L. A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series. J. Hydrol. 2009, 374:294-306.
-
(2009)
J. Hydrol.
, vol.374
, pp. 294-306
-
-
Wang, W.1
Chau, K.2
Cheng, C.3
Qiu, L.4
-
46
-
-
34748907750
-
Adaptive fuzzy modeling versus artificial neural networks
-
Wieland R., Mirschel W. Adaptive fuzzy modeling versus artificial neural networks. Environ. Modell. Softw. 2008, 23:215-224.
-
(2008)
Environ. Modell. Softw.
, vol.23
, pp. 215-224
-
-
Wieland, R.1
Mirschel, W.2
-
47
-
-
29144507028
-
An AGO-SVM drift modeling method for a dynamically tuned gyroscope
-
Xu G., Tian W., Jin Z. An AGO-SVM drift modeling method for a dynamically tuned gyroscope. Meas. Sci. Technol. 2006, 17:161-167.
-
(2006)
Meas. Sci. Technol.
, vol.17
, pp. 161-167
-
-
Xu, G.1
Tian, W.2
Jin, Z.3
-
48
-
-
0042262564
-
A multivariate adaptive regression splines model for simulation of pesticide transport in soils
-
Yang C.C., Prasher S.O., Lacroix R., Kim S.H. A multivariate adaptive regression splines model for simulation of pesticide transport in soils. Biosyst. Eng. 2003, b1:9-15.
-
(2003)
Biosyst. Eng.
, vol.b1
, pp. 9-15
-
-
Yang, C.C.1
Prasher, S.O.2
Lacroix, R.3
Kim, S.H.4
-
49
-
-
4243158375
-
Application of multivariate adaptive regression splines (MARS) to simulate soil temperature
-
Yang C.C., Prasher S.O., Lacroix R., Kim S.H. Application of multivariate adaptive regression splines (MARS) to simulate soil temperature. Trans. ASAE 2004, 47:881-887.
-
(2004)
Trans. ASAE
, vol.47
, pp. 881-887
-
-
Yang, C.C.1
Prasher, S.O.2
Lacroix, R.3
Kim, S.H.4
|