Sylvain Lespinats

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 5

Top Topics

Acute Abdominal Pain

Dimensionality Reduction

Exploratory Data Analysis

Image Distortion

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Sorina Mustatea, Michaël Aupetit, Jaakko Peltonen, Sylvain Lespinats, Denys Dutykh
Supervised dimensionality reduction technique accounting for soft classes. ESANN (2022)
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
MING: An interpretative support method for visual exploration of multidimensional data. Inf. Vis. 21 (3) (2022)
Benoît Colange, Jaakko Peltonen, Michaël Aupetit, Denys Dutykh, Sylvain Lespinats
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction. NeurIPS (2020)
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs. IEEE VIS (Short Papers) (2019)
Benoît Colange, Laurent Vuillon, Sylvain Lespinats, Denys Dutykh
Interpreting Distortions in Dimensionality Reduction by Superimposing Neighbourhood Graphs. CoRR (2019)
Sylvain Lespinats, Michaël Aupetit, Anke Meyer-Baese
ClassiMap: A New Dimension Reduction Technique for Exploratory Data Analysis of Labeled Data. Int. J. Pattern Recognit. Artif. Intell. 29 (6) (2015)
Sylvain Lespinats, Michaël Aupetit
ClassiMap: a Supervised Mapping Technique for Decision Support. VAMP@EuroVis (2013)
Anke Meyer-Baese, Sylvain Lespinats, Juan Manuel Górriz Sáez, Olivier Bastien
Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine. Adv. Artif. Neural Syst. 2012 (2012)
Sylvain Lespinats, Anke Meyer-Bäse, Michaël Aupetit
A new supervised non-linear mapping CoRR (2012)
Sylvain Lespinats, Michaël Aupetit
CheckViz: Sanity Check and Topological Clues for Linear and Non-Linear Mappings. Comput. Graph. Forum 30 (1) (2011)
Anke Meyer-Bäse, Sylvain Lespinats, Ingo R. Keck, Elmar Wolfgang Lang
Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties. IJCNN (2010)
Sylvain Lespinats, Michaël Aupetit
Mapping without visualizing local default is nonsense. ESANN (2010)
Sylvain Lespinats, Bernard Fertil, Pierre Villemain, Jeanny Hérault
RankVisu: Mapping from the neighborhood network. Neurocomputing 72 (13-15) (2009)
Sylvain Lespinats, Anke Meyer-Bäse, Frank Steinbrücker, Thomas Schlossbauer
Evaluation and visual exploratory analysis of DCE-MRI Data of breast lesions based on morphological features and novel dimension reduction methods. IJCNN (2009)
Nicolas S. Müller, Sylvain Lespinats, Gilbert Ritschard, Matthias Studer, Alexis Gabadinho
Visualisation et classification des parcours de vie. EGC (2008)
Sylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil
DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data. IEEE Trans. Neural Networks 18 (5) (2007)
Bernard Fertil, Matthieu Massin, Sylvain Lespinats, Caroline Devic, Philippe Dumee, Alain Giron
GENSTYLE: exploration and analysis of DNA sequences with genomic signature. Nucleic Acids Res. 33 (Web-Server-Issue) (2005)