- Bannayan, M. ; Hoogenboom, G. Weather analogue: a tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach. 2008 Environ. Modell. Softw.. 23 703-713
Paper not yet in RePEc: Add citation now
- Battista, B.M. ; Knapp, C. ; McGee, T. ; Goebel, V. Application of the empirical mode decomposition and Hilbert-Huang transform to seismic reflection data. 2007 Geophysics. 72 H29-H37
Paper not yet in RePEc: Add citation now
- Brandsma, T. ; Buishand, T.A. Simulation of extreme precipitation in the rhine basin by nearest neighbour resampling. 1998 Hydrol. Earth Syst. Sci.. 2 195-209
Paper not yet in RePEc: Add citation now
- Cao, L. ; Tay, F.E. Financial forecasting using support vector machines. 2001 Neural Comput. Appl.. 10 184-192
Paper not yet in RePEc: Add citation now
- Castiglione, F. Forecasting price increments using an artificial neural network. 2001 Adv. Complex Syst.. 4 45-56
Paper not yet in RePEc: Add citation now
- Chen, A.S. ; Leung, M.T. ; Daouk, H. Application of neural networks to an emerging financial market: forecasting and trading the Taiwan stock index. 2003 Comput. Oper. Res.. 30 901-923
Paper not yet in RePEc: Add citation now
Chu, C.-W. ; Zhang, G.P. A comparative study of linear and nonlinear models for aggregate retail sales forecasting. 2003 Int. J. Prod. Econ.. 86 217-231
- Coughlin, K. ; Tung, K.K. 11-year solar cycle in the stratosphere extracted by the empirical mode decomposition method. 2004 Adv. Space Res.. 34 323-329
Paper not yet in RePEc: Add citation now
- Cover, T. ; Hart, P. Nearest neighbor pattern classification. 1967 IEEE Trans. Inform. Theory. 13 21-27
Paper not yet in RePEc: Add citation now
- Davis, G.A. ; Nihan, N.L. Nonparametric regression and short-term freeway traffic forecasting. 1991 J. Transp. Eng.-ASCE. 117 178-188
Paper not yet in RePEc: Add citation now
- Deboeck, G. Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets, Vol. 39. 1994 John Wiley & Sons:
Paper not yet in RePEc: Add citation now
Donaldson, R.G. ; Kamstra, M. An artificial neural network garch model for international stock return volatility. 1997 J. Empir. Finance. 4 17-46
- Echeverria, J. ; Crowe, J. ; Woolfson, M. ; Hayes Gill, B. Application of empirical mode decomposition to heart rate variability analysis. 2001 Med. Biol. Eng. Comput.. 39 471-479
Paper not yet in RePEc: Add citation now
Fernandez-Rodrıguez, F. ; Sosvilla-Rivero, S. ; Andrada-Felix, J. Exchange rate forecasts with simultaneous nearest neighbour methods: Evidence from the ems. 1999 Int. J. Forecast.. 15 383-392
- Flandrin, P. ; Gonçalves, P. ; Rilling, G. Emd equivalent filter banks, from interpretation to applications. 2005 World Sci.. 57-74
Paper not yet in RePEc: Add citation now
- Flandrin, P. ; Rilling, G. ; Goncalves, P. Empirical mode decomposition as a filter bank. 2004 IEEE Signal Proc. Lett.. 11 112-114
Paper not yet in RePEc: Add citation now
- Franses, P.H. ; Van Dijk, D. Forecasting stock market volatility using (nonlinear) garch models. 1996 J. Forecast.. 229-235
Paper not yet in RePEc: Add citation now
- Gangopadhyay, S. ; Clark, M. ; Rajagopalan, B. Statistical downscaling using k-nearest neighbors. 2005 Water Resour. Res.. 41 -
Paper not yet in RePEc: Add citation now
Gao, Z.K. ; Jin, N.D. Scaling analysis of phase fluctuations in experimental three phase flows. 2011 Physica A. 390 3541-3550
Grudnitski, G. ; Osburn, L. Forecasting s&p and gold futures prices: An application of neural networks. 1993 J. Futures Mark.. 13 631-643
- Guhathakurta, K. ; Mukherjee, I. ; Chowdhury, A.R. Empirical mode decomposition analysis of two different financial time series and their comparison. 2008 Chaos Solitons Fractals. 37 1214-1227
Paper not yet in RePEc: Add citation now
- Hao, F. The applications of markov prediction method in stock market. 2006 Friends Sci.. 6 78-81
Paper not yet in RePEc: Add citation now
- Huang, N.E. ; Shen, Z. ; Long, S.R. ; Wu, M.C. ; Shih, H.H. ; Zheng, Q. ; Yen, N.C. ; Tung, C.C. ; Liu, H.H. The empirical mode decomposition and the hilbert spectrum for nonlinear and non-stationary time series analysis. 1998 En : Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, Vol. 454. The Royal Society:
Paper not yet in RePEc: Add citation now
- Hudak, A.T. ; Crookston, N.L. ; Evans, J.S. ; Hall, D.E. ; Falkowski, M.J. Nearest neighbor imputation of species level, plot-scale forest structure attributes from lidar data. 2008 Remote Sens. Environ.. 112 2232-2245
Paper not yet in RePEc: Add citation now
- Liang, H. ; Lin, Z. ; McCallum, R. Artifact reduction in electrogastrogram based on empirical mode decomposition method. 2000 Med. Biol. Eng. Comput.. 38 35-41
Paper not yet in RePEc: Add citation now
- Lin, A. ; Shang, P. ; Feng, G. ; Zhong, B. Application of empirical mode decomposition combined with k-nearest neighbors approach in financial time series forecasting. 2012 Fluct. Noise Lett.. 11 1250018-
Paper not yet in RePEc: Add citation now
- Loh, C.H. ; Wu, T.C. ; Huang, N.E. Application of the empirical mode decomposition-Hilbert spectrum method to identify near fault ground-motion characteristics and structural responses. 2001 Bull. Seismol. Soc. Amer.. 91 1339-1357
Paper not yet in RePEc: Add citation now
- Loutridis, S. Damage detection in gear systems using empirical mode decomposition. 2004 Eng. Struct.. 26 1833-1841
Paper not yet in RePEc: Add citation now
- Magnussen, S. ; Tomppo, E. ; McRoberts, R.E. A model assisted k-nearest neighbour approach to remove extrapolation bias. 2010 Scand. J. For. Res.. 25 174-184
Paper not yet in RePEc: Add citation now
- McRoberts, R.E. Diagnostic tools for nearest neighbors techniques when used with satellite imagery. 2009 Remote Sens. Environ.. 113 489-499
Paper not yet in RePEc: Add citation now
- McRoberts, R.E. Estimating forest attribute parameters for small areas using nearest neighbors techniques. 2012 Forest. Ecol. Manag.. 272 3-12
Paper not yet in RePEc: Add citation now
- McRoberts, R.E. ; Tomppo, E.O. Remote sensing support for national forest inventories. 2007 Remote Sens. Environ.. 110 412-419
Paper not yet in RePEc: Add citation now
Meade, N. A comparison of the accuracy of short term foreign exchange forecasting methods. 2002 Int. J. Forecast.. 18 67-83
- Mehrotra, R. ; Sharma, A. Conditional resampling of hydrologic time series using multiple predictor variables: A k-nearest neighbour approach. 2006 Water Resour. Res.. 29 987-999
Paper not yet in RePEc: Add citation now
- Neto, E.S. ; Custaud, M. ; Cejka, J. ; Abry, P. ; Frutoso, J. ; Gharib, D. ; Flandrin, P. Assessment of cardiovascular autonomic control by the empirical mode decomposition. 2004 Methods Inf. Med.. 43 60-65
Paper not yet in RePEc: Add citation now
- Nothdurft, A. ; Saborowski, J. ; Breidenbach, J. Spatial prediction of forest stand variables. 2009 J. Forest Res.-Jpn.. 128 241-251
Paper not yet in RePEc: Add citation now
- Pachori, R.B. ; Bajaj, V. Analysis of normal and epileptic seizure eeg signals using empirical mode decomposition. 2011 Comput. Methods Programs Biomed.. 104 373-381
Paper not yet in RePEc: Add citation now
- Packalén, P. ; Maltamo, M. Predicting the plot volume by tree species using airborne laser scanning and aerial photographs. 2006 For. Sci.. 52 611-622
Paper not yet in RePEc: Add citation now
- Ren, Y. ; Suganthan, P. Empirical mode decomposition-k nearest neighbor models for wind speed forecasting. 2014 J. Power Energy Eng.. 2 176-
Paper not yet in RePEc: Add citation now
Stock, J.H. ; Watson, M.W. A comparison of linear and nonlinear univariate models for forecasting macroeconomic time series, Tech. rep.. 1998 National Bureau of Economic Research:
Swanson, N.R. ; White, H. Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models. 1997 Int. J. Forecast.. 13 439-461
- Turkoglu, I. ; Kaymaz, E.D. A hybrid method based on artificial immune system and k-nn algorithm for better prediction of protein cellular localization sites. 2009 Appl. Soft Comput.. 9 497-502
Paper not yet in RePEc: Add citation now
- Wang, T. ; Zhang, M. ; Yu, Q. ; Zhang, H. Comparing the applications of emd and eemd on time–frequency analysis of seismic signal. 2012 J. Appl. Geophys.. 83 29-34
Paper not yet in RePEc: Add citation now
- Wang, Y. Predicting stock price using fuzzy grey prediction system. 2002 Expert Syst. Appl.. 22 33-38
Paper not yet in RePEc: Add citation now
- Wu, Z. ; Huang, N.E. A study of the characteristics of white noise using the empirical mode decomposition method. 2004 En : Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, Vol. 460. The Royal Society:
Paper not yet in RePEc: Add citation now
- Wu, Z. ; Huang, N.E. Ensemble empirical mode decomposition: a noise assisted data analysis method. 2009 Adv. Adapt. Data Anal.. 1 1-41
Paper not yet in RePEc: Add citation now
- Yeh, J.R. ; Fan, S.-Z. ; Shieh, J.S. Human heart beat analysis using a modified algorithm of detrended fluctuation analysis based on empirical mode decomposition. 2009 Med. Eng. Phys.. 31 92-100
Paper not yet in RePEc: Add citation now
- Zhang, G.P. Time series forecasting using a hybrid arima and neural network model. 2003 Neurocomputing. 50 159-175
Paper not yet in RePEc: Add citation now
Zhang, X. ; Lai, K.K. ; Wang, S.Y. A new approach for crude oil price analysis based on empirical mode decomposition. 2008 Energy Econ.. 30 905-918
- Zhu, X. ; Wang, H. ; Xu, L. ; Li, H. Predicting stock index increments by neural networks: The role of trading volume under different horizons. 2008 Expert Syst. Appl.. 34 3043-3054
Paper not yet in RePEc: Add citation now