| 2009 | ESANN | X-SOM and L-SOM: a nested approach for missing value imputation. | Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse |
| 2009 | ICANN | Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. | Alberto Guilln, Antti Sorjamaa, Gins Rubio, Amaury Lendasse, Ignacio Rojas |
| 2009 | IJCNN | Long-term prediction of time series by combining direct and MIMO strategies. | Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, Amaury Lendasse |
| 2009 | IWANN | Efficient Parallel Feature Selection for Steganography Problems. | Alberto Guilln, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas |
| 2008 | HIS | Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. | Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Sverin, Alberto Guilln, Fernando Mateo |
| 2008 | ICANN | OP-ELM: Theory, Experiments and a Toolbox. | Yoan Miche, Antti Sorjamaa, Amaury Lendasse |
| 2008 | IJCNN | Long-term prediction of time series using NNE-based projection and OP-ELM. | Antti Sorjamaa, Yoan Miche, Robert Weiss, Amaury Lendasse |
| 2007 | ESANN | SOM+EOF for finding missing values. | Antti Sorjamaa, Paul Merlin, Bertrand Maillet, Amaury Lendasse |
| 2007 | IJCNN | Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks. | Antti Sorjamaa, Amaury Lendasse |
| 2006 | ESANN | Time series prediction using DirRec strategy. | Antti Sorjamaa, Amaury Lendasse |
| 2005 | ESANN | Pruned lazy learning models for time series prediction. | Antti Sorjamaa, Amaury Lendasse, Michel Verleysen |
| 2005 | ICANN | Mutual Information and | Antti Sorjamaa, Jin Hao, Amaury Lendasse |
| 2005 | IWANN | Input and Structure Selection for k-NN Approximator. | Antti Sorjamaa, Nima Reyhani, Amaury Lendasse |