| 2010 | Computational Intelligence in biomedicine: Some contributions. | Paulo J. G. Lisboa, Alfredo Vellido, Jos David Martn-Guerrero |
| 2010 | Mapping without visualizing local default is nonsense. | Sylvain Lespinats, Michal Aupetit |
| 2010 | Efficient online learning of a non-negative sparse autoencoder. | Andre Lemme, Ren Felix Reinhart, Jochen Jakob Steil |
| 2010 | Least 1-Norm SVMs: a new SVM variant between standard and LS-SVMs. | Jorge Lpez Lzaro, Jos R. Dorronsoro |
| 2010 | Random search enhancement of error minimized extreme learning machine. | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
| 2010 | Deep learning of visual control policies. | Sascha Lange, Martin A. Riedmiller |
| 2010 | Identifying informative features for ERP speller systems based on RSVP paradigm. | Tian Lan, Deniz Erdogmus, Lois M. Black, Jan P. H. van Santen |
| 2010 | Hybrid Soft Computing for PVT Properties Prediction. | Lahouari Ghouti, Saeed Al-Bukhitan |
| 2010 | Learning sparse codes for image reconstruction. | Kai Labusch, Thomas Martinetz |
| 2010 | Financial time series forecasting with machine learning techniques: a survey. | Bjoern Krollner, Bruce J. Vanstone, Gavin R. Finnie |
| 2010 | Machine learning analysis and modeling of interest rate curves. | Mikhail F. Kanevski, Vadim Timonin |
| 2010 | Distance functions for local PCA methods. | Alexander Kaiser, Wolfram Schenck, Ralf Mller |
| 2010 | A pseudoregression formulation of emphasized soft target procedures for classification problems. | Soufiane El Jelali, Abdelouahid Lyhyaoui, Anbal R. Figueiras-Vidal |
| 2010 | Solving Large Regression Problems using an Ensemble of GPU-accelerated ELMs. | Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse |
| 2010 | Online speaker diarization with a size-monitored growing neural gas algorithm. | Jean-Louis Gutzwiller, Herv Frezza-Buet, Olivier Pietquin |
| 2010 | Approximation of chemical reaction rates in turbulent combustion simulation. | Lars Frank Groe, Franz Joos |
| 2010 | Relational Generative Topographic Map. | Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer |
| 2010 | Relevance learning in generative topographic maps. | Andrej Gisbrecht, Barbara Hammer |
| 2010 | Extending FSNPC to handle data points with fuzzy class assignments. | Tina Geweniger, Thomas Villmann |
| 2010 | TreeESN: a Preliminary Experimental Analysis. | Claudio Gallicchio, Alessio Micheli |
| 2010 | A Markovian characterization of redundancy in echo state networks by PCA. | Claudio Gallicchio, Alessio Micheli |
| 2010 | Using SVMs with randomised feature spaces: an extreme learning approach. | Benot Frnay, Michel Verleysen |
| 2010 | Time series input selection using multiple kernel learning. | Loris Foresti, Devis Tuia, Vadim Timonin, Mikhail F. Kanevski |
| 2010 | An augmented efficient backpropagation training strategy for deep autoassociative neural networks. | Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton |
| 2010 | Consensus clustering by graph based approach. | Haytham Elghazel, Khalid Benabdeslem, Fatma Hamdi |