Antti Sorjamaa

Publication Activity (10 Years)

Years Active: 2005-2012
Publications (10 Years): 0

Top Topics

Equilibrium Strategies

Backpropagation Neural Network

Forecasting Model

Top Venues

Expert Syst. Appl.

Publications

Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition. Expert Syst. Appl. 39 (8) (2012)
Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition CoRR (2011)
Souhaib Ben Taieb, Antti Sorjamaa, Gianluca Bontempi
Multiple-output modeling for multi-step-ahead time series forecasting. Neurocomputing 73 (10-12) (2010)
Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin
OP-KNN: Method and Applications. Adv. Artif. Neural Syst. 2010 (2010)
Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse
X-SOM and L-SOM: A double classification approach for missing value imputation. Neurocomputing 73 (7-9) (2010)
Yoan Miche, Antti Sorjamaa, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse
OP-ELM: optimally pruned extreme learning machine. IEEE Trans. Neural Networks 21 (1) (2010)
Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin
OPELM and OPKNN in long-term prediction of time series using projected input data. Neurocomputing 73 (10-12) (2010)
Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database. WSOM (2009)
Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. ICANN (1) (2009)
Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas
Efficient Parallel Feature Selection for Steganography Problems. IWANN (1) (2009)
Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, Amaury Lendasse
Long-term prediction of time series by combining direct and MIMO strategies. IJCNN (2009)
Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse
X-SOM and L-SOM: a nested approach for missing value imputation. ESANN (2009)
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. HIS (2008)
Yoan Miche, Antti Sorjamaa, Amaury Lendasse
OP-ELM: Theory, Experiments and a Toolbox. ICANN (1) (2008)
Antti Sorjamaa, Yoan Miche, Robert Weiss, Amaury Lendasse
Long-term prediction of time series using NNE-based projection and OP-ELM. IJCNN (2008)
Antti Sorjamaa, Amaury Lendasse
Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks. IJCNN (2007)
Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji, Amaury Lendasse
Methodology for long-term prediction of time series. Neurocomputing 70 (16-18) (2007)
Antti Sorjamaa, Paul Merlin, Bertrand Maillet, Amaury Lendasse
SOM+EOF for finding missing values. ESANN (2007)
Antti Sorjamaa, Amaury Lendasse
Time series prediction using DirRec strategy. ESANN (2006)
Antti Sorjamaa, Nima Reyhani, Amaury Lendasse
Input and Structure Selection for k-NN Approximator. IWANN (2005)
Antti Sorjamaa, Jin Hao, Amaury Lendasse
-Nearest Neighbors Approximator for Time Series Prediction. ICANN (2) (2005)
Antti Sorjamaa, Amaury Lendasse, Michel Verleysen
Pruned lazy learning models for time series prediction. ESANN (2005)