Martha Ivón Cárdenas

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 2

Top Topics

Manifold Learning

Generative Topographic Mapping

Nonlinear Dimensionality Reduction

Top Venues

Publications

Martha Ivón Cárdenas, Jordi Campos, Eloi Puertas
How to Promote Learning and Creativity Through Visual Cards and Robotics at Summer Academic Project Ítaca. RiE (2021)
Martha Ivón Cárdenas, Alfredo Vellido, Jesús Giraldo
Visual Exploratory Assessment of Class C GPCR Extracellular Domains Discrimination Capabilities. PACBB (2016)
Caroline König, Martha Ivón Cárdenas, Jesús Giraldo, René Alquézar, Alfredo Vellido
Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors. BMC Bioinform. 16 (2015)
Martha Ivón Cárdenas, Alfredo Vellido, Jesús Giraldo
Manifold learning visualization of Metabotropic Glutamate Receptors. CCIA (2014)
Martha Ivón Cárdenas, Alfredo Vellido, Jesús Giraldo
Visual interpretation of class C GPCR subtype overlapping from the nonlinear mapping of transformed primary sequences. BHI (2014)
Martha Ivón Cárdenas, Alfredo Vellido, Caroline König, René Alquézar, Jesús Giraldo
Exploratory Visualization of Misclassified GPCRs from their transformed unaligned sequences using manifold learning techniques. IWBBIO (2014)
Alfredo Vellido, Martha Ivón Cárdenas, Iván Olier, Xavier Rovira, Jesús Giraldo
A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences. ESANN (2011)
Martha Ivón Cárdenas, Alfredo Vellido, Iván Olier, Xavier Rovira, Jesús Giraldo
Complementing Kernel-Based Visualization of Protein Sequences with Their Phylogenetic Tree. CIBB (2011)