Antti Sorjamaa

22 papers B 7C 1Misc 1Journal 8Unranked 5

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