Sylvain Lespinats

18 papers A* 1B 4Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Practical Example of the Impact of Uncertainty on the One-Dimensional Single-Diode Model.
CoRR
Carlos Cárdenas-Bravo, Sylvain Lespinats, Denys Dutykh
2022 J jnl
MING: An interpretative support method for visual exploration of multidimensional data.
Inf. Vis.
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
2022 B conf
Supervised dimensionality reduction technique accounting for soft classes.
ESANN
Sorina Mustatea, Michaël Aupetit, Jaakko Peltonen, Sylvain Lespinats, Denys Dutykh
2020 A* conf
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction.
NeurIPS
Benoît Colange, Jaakko Peltonen, Michaël Aupetit, Denys Dutykh, Sylvain Lespinats
2019 — conf
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs.
IEEE VIS (Short Papers)
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
2019 J jnl
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs.
CoRR
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
2015 J jnl
ClassiMap: A New Dimension Reduction Technique for Exploratory Data Analysis of Labeled Data.
Int. J. Pattern Recognit. Artif. Intell.
Sylvain Lespinats, Michaël Aupetit, Anke Meyer-Baese
2013 — conf
ClassiMap: a Supervised Mapping Technique for Decision Support.
VAMP@EuroVis
Sylvain Lespinats, Michaël Aupetit
2012 J jnl
A new supervised non-linear mapping
CoRR
Sylvain Lespinats, Anke Meyer-Bäse, Michaël Aupetit
2012 J jnl
Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine.
Adv. Artif. Neural Syst.
Anke Meyer-Baese, Sylvain Lespinats, Juan Manuel Górriz Sáez, Olivier Bastien
2011 J jnl
CheckViz: Sanity Check and Topological Clues for Linear and Non-Linear Mappings.
Comput. Graph. Forum
Sylvain Lespinats, Michaël Aupetit
2010 B conf
Mapping without visualizing local default is nonsense.
ESANN
Sylvain Lespinats, Michaël Aupetit
2010 B conf
Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties.
IJCNN
Anke Meyer-Bäse, Sylvain Lespinats, Ingo R. Keck, Elmar Wolfgang Lang
2009 B conf
Evaluation and visual exploratory analysis of DCE-MRI Data of breast lesions based on morphological features and novel dimension reduction methods.
IJCNN
Sylvain Lespinats, Anke Meyer-Bäse, Frank Steinbrücker, Thomas Schlossbauer
2009 J jnl
RankVisu: Mapping from the neighborhood network.
Neurocomputing
Sylvain Lespinats, Bernard Fertil, Pierre Villemain, Jeanny Hérault
2008 — conf
Visualisation et classification des parcours de vie.
EGC
Nicolas S. Müller, Sylvain Lespinats, Gilbert Ritschard, Matthias Studer, Alexis Gabadinho
2007 J jnl
DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data.
IEEE Trans. Neural Networks
Sylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil
2005 J jnl
GENSTYLE: exploration and analysis of DNA sequences with genomic signature.
Nucleic Acids Res.
Bernard Fertil, Matthieu Massin, Sylvain Lespinats, Caroline Devic, Philippe Dumee, Alain Giron