A novel approach combining recurrent neural network and support vector machines for time series classification

Novel Approach ◽

Support Vector Machines of Interval-based Features for Time Series Classification

Research and Development in Intelligent Systems XXI ◽

10.1007/1-84628-102-4_18 ◽

2007 ◽

pp. 244-257 ◽

Cited By ~ 2

Author(s):

Juan José Rodríguez ◽

Carlos J. Alonso

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Support Vector ◽

Heartbeat Time Series Classification With Support Vector Machines

IEEE Transactions on Information Technology in Biomedicine ◽

10.1109/titb.2008.2003323 ◽

2009 ◽

Vol 13 (4) ◽

pp. 512-518 ◽

Cited By ~ 122

Author(s):

A. Kampouraki ◽

G. Manis ◽

C. Nikou

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Support Vector ◽

Genetic Algorithms and Support Vector Machines for Time Series Classification

10.1117/12.453526 ◽

2002 ◽

Cited By ~ 49

Author(s):

Damian R. Eads ◽

Daniel Hill ◽

Sean Davis ◽

Simon J. Perkins ◽

Junshui Ma ◽

...

Keyword(s):

Time Series ◽

Genetic Algorithms ◽

Support Vector Machines ◽

Support Vector ◽

Intelligent system for time series classification using support vector machines applied to supply-chain

Expert Systems with Applications ◽

10.1016/j.eswa.2012.02.137 ◽

2012 ◽

Vol 39 (12) ◽

pp. 10590-10599 ◽

Cited By ~ 19

Author(s):

Fernando Turrado García ◽

Luis Javier García Villalba ◽

Javier Portela

Keyword(s):

Time Series ◽

Supply Chain ◽

Support Vector Machines ◽

Intelligent System ◽

Support Vector ◽

Support vector machines of interval-based features for time series classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2004.10.007 ◽

2005 ◽

Vol 18 (4-5) ◽

pp. 171-178 ◽

Cited By ~ 52

Author(s):

Juan José Rodríguez ◽

Carlos J. Alonso ◽

José A. Maestro

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Support Vector ◽

Comparative Analysis of MODIS Time-Series Classification Using Support Vector Machines and Methods Based upon Distance and Similarity Measures in the Brazilian Cerrado-Caatinga Boundary

Remote Sensing ◽

10.3390/rs70912160 ◽

2015 ◽

Vol 7 (9) ◽

pp. 12160-12191 ◽

Cited By ~ 16

Author(s):

Natanael Abade ◽

Osmar Júnior ◽

Renato Guimarães ◽

Sandro de Oliveira

Keyword(s):

Time Series ◽

Comparative Analysis ◽

Support Vector Machines ◽

Similarity Measures ◽

Support Vector ◽

Brazilian Cerrado ◽

A compact neural network for training support vector machines

Neurocomputing ◽

10.1016/j.neucom.2012.01.004 ◽

2012 ◽

Vol 86 ◽

pp. 193-198 ◽

Cited By ~ 8

Author(s):

Yun Yang ◽

Qiaochu He ◽

Xiaolin Hu

Keyword(s):

Neural Network ◽

Support Vector Machines ◽

Support Vector ◽

Training Support ◽

Modified support vector machines in financial time series forecasting

Neurocomputing ◽

10.1016/s0925-2312(01)00676-2 ◽

2002 ◽

Vol 48 (1-4) ◽

pp. 847-861 ◽

Cited By ~ 247

Author(s):

Francis E.H. Tay ◽

L.J. Cao

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Financial Time Series ◽

Time Series Forecasting ◽

Support Vector ◽

Financial Time ◽

Sensitivity analysis for time lag selection to forecast seasonal time series using Neural Networks and Support Vector Machines

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596890 ◽

2010 ◽

Cited By ~ 14

Author(s):

Paulo Cortez

Keyword(s):

Neural Networks ◽

Time Series ◽

Sensitivity Analysis ◽

Support Vector Machines ◽

Time Lag ◽

Support Vector ◽

Seasonal Time Series ◽

Lag Selection ◽

Directional Forecasting in Financial Time Series Using Support Vector Machines: The USD/EURO Exchange Rate

SSRN Electronic Journal ◽

10.2139/ssrn.2387655 ◽

2011 ◽

Author(s):

Vasilios Plakandaras ◽

Periklis Gogas ◽

Theophilos Papadimitriou

Keyword(s):

Time Series ◽

Exchange Rate ◽

Support Vector Machines ◽

Financial Time Series ◽

Support Vector ◽

Financial Time ◽