Carlos G. Puntonet

Computer ScienceChemistryNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 25 papers. Top paper: “A geometric algorithm for overcomplete linear ICA”.

A geometric algorithm for overcomplete linear ICA

Neurocomputing(2004)10.1016/j.neucom.2003.09.008

N/A

6.8DataRank · unranked

100 citations

Elmar W. Lang, Carlos G. Puntonet, Fabian Joachim Theis

Linear Geometric ICA: Fundamentals and Algorithms

Neural Computation(2003)10.1162/089976603762552979

N/A

3.2DataRank · unranked

69 citations

Andreas Jung, Carlos G. Puntonet, Elmar W. Lang, Fabian Joachim Theis

Median-based clustering for underdetermined blind signal processing

IEEE Signal Processing Letters(2006)10.1109/lsp.2005.861590

N/A

1.6DataRank · unranked

29 citations

Fabian Joachim Theis, Carlos G. Puntonet, Elmar W. Lang

Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data

Lecture Notes in Computer Science(2008)10.1007/978-3-540-69384-0_79

N/A

1.1DataRank · unranked

39 citations

J. M. Górriz, M. Gómez-Río, A. Romero, R. Chaves, A. Lassl +9 more

Denoising using local projective subspace methods

Neurocomputing(2006)10.1016/j.neucom.2005.12.025

N/A

0.553DataRank · unranked

39 citations

Kurt Stadlthanner, Peter J. Gruber, Matthias Böhm, Fabian Joachim Theis, Elmar W. Lang +4 more

Blind source separation and independent component analysis

Neurocomputing(2006)10.1016/j.neucom.2005.12.018

N/A

0.533DataRank · unranked

34 citations

Elmar W. Lang, Carlos G. Puntonet

Hybridizing sparse component analysis with genetic algorithms for microarray analysis

Neurocomputing(2008)10.1016/j.neucom.2007.09.017

N/A

0.434DataRank · unranked

17 citations

Elmar W. Lang, Fabian Joachim Theis, Elke Lang, Ana Maria Tomé, Carlos G. Puntonet +2 more

Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis

2007 International Joint Conference on Neural Networks(2007)10.1109/ijcnn.2007.4370971

N/A

0.396DataRank · unranked

13 citations

P. Georgieva, Dominik Lutter, Fabian Joachim Theis, Elmar W. Lang, Ana Maria Tomé +3 more

Overcomplete ICA with a Geometric Algorithm

Lecture Notes in Computer Science(2002)10.1007/3-540-46084-5_170

N/A

0.312DataRank · unranked

7 citations

Elmar W. Lang, Tobias Westenhuber, Carlos G. Puntonet, Fabian Joachim Theis

3D Spatial Analysis of fMRI Data on a Word Perception Task

Lecture Notes in Computer Science(2004)10.1007/978-3-540-30110-3_123

N/A

0.312DataRank · unranked

7 citations

Fabian Joachim Theis, Elmar W. Lang, Karsten Specht, Carlos G. Puntonet, Peter J. Gruber +1 more

Extended Sparse Nonnegative Matrix Factorization

Lecture Notes in Computer Science(2005)10.1007/11494669_31

N/A

0.312DataRank · unranked

7 citations

Fabian Joachim Theis, Carlos G. Puntonet, Elmar W. Lang, Kurt Stadlthanner

Pattern Repulsion Revisited

Lecture Notes in Computer Science(2001)10.1007/3-540-45723-2_94

N/A

0.304DataRank · unranked

4 citations

Elmar W. Lang, Christoph Bauer, Carlos G. Puntonet, Elmar Wolfgang Lang, Fabian Joachim Theis

Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis

Lecture Notes in Computer Science(2004)10.1007/978-3-540-30110-3_99

N/A

0.292DataRank · unranked

6 citations

Fabian Joachim Theis, Oliver Lange, Carlos G. Puntonet, Anke Meyer‐Baese

Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets

Lecture Notes in Computer Science(2006)10.1007/11679363_32

N/A

0.269DataRank · unranked

5 citations

T. Langmann, Fabian Joachim Theis, Elmar W. Lang, Ana Maria Tomé, Carlos G. Puntonet +4 more

Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals

Lecture Notes in Computer Science(2004)10.1007/978-3-540-30110-3_125

N/A

0.208DataRank · unranked

3 citations

Kurt Stadlthanner, Ana Maria Tomé, Fabian Joachim Theis, Carlos G. Puntonet, Elmar W. Lang +2 more

SOMICA - an application of self-organizing maps to geometric independent component analysis

University of Regensburg Publication Server (University of Regensburg)(2004)10.1109/ijcnn.2003.1223886

N/A

0.165DataRank · unranked

2 citations

Carlos G. Puntonet, Elmar W. Lang, Fabian Joachim Theis

Generalizing Geometric ICA to Nonlinear Settings

Lecture Notes in Computer Science(2003)10.1007/3-540-44869-1_87

N/A

0.165DataRank · unranked

2 citations

Carlos G. Puntonet, Elmar W. Lang, Fabian Joachim Theis

Kernel-PCA denoising of artifact-free protein NMR spectra

Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)(2005)10.1109/ijcnn.2004.1380913

N/A

0.165DataRank · unranked

2 citations

Elmar W. Lang, Peter J. Gruber, Fabian Joachim Theis, Ana Maria Tomé, Ana Rita Teixeira +2 more

SOMICA and geometric ICA

Sixth International Conference of Information Fusion, 2003. Proceedings of the(2003)10.1109/icif.2003.177411

N/A

0.104DataRank · unranked

1 citations

Fabian Joachim Theis, Carlos G. Puntonet, Elmar W. Lang

A new ica method based on a lattice of the observation space

Sixth International Conference of Information Fusion, 2003. Proceedings of the(2003)10.1109/icif.2003.177405

N/A

0.104DataRank · unranked

1 citations

F. Rojas, M. Álvarez, Fernando Rojas, Carlos G. Puntonet, Fabian Joachim Theis +2 more

AutoAssign – An Automatic Assignment Tool for Independent Components

Lecture Notes in Computer Science(2005)10.1007/11492542_10

N/A

0.104DataRank · unranked

1 citations

Kurt Stadlthanner, Fabian Joachim Theis, Carlos G. Puntonet, Elmar W. Lang, Ana Maria Tomé +3 more

An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas

Lecture Notes in Computer Science(2003)10.1007/3-540-44869-1_88

N/A

0DataRank · unranked

0 citations

Manuel R. Alvarez, Carlos G. Puntonet, Elmar W. Lang, M. Álvarez, Fabian Joachim Theis

An improved geometric overcomplete blind source separation algorithm

Lecture Notes in Computer Science(2003)10.1007/3-540-44869-1_34

N/A

0DataRank · unranked

0 citations

Carlos G. Puntonet, Elmar W. Lang, Fabian Joachim Theis

Bispectrum-Based Statistical Tests for VAD

Lecture Notes in Computer Science(2005)10.1007/11550907_85

N/A

0DataRank · unranked

0 citations

J. Ramírez, Javier Ramı́rez, Carlos G. Puntonet, Fabian Joachim Theis, Elmar W. Lang +1 more

Model-free Region Of Interest Based Analysis of fMRI Data

University of Regensburg Publication Server (University of Regensburg)(2006)10.1109/melcon.2006.1653142

N/A

0DataRank · unranked

0 citations

Fabian Joachim Theis, Peter J. Gruber, Elmar W. Lang, Jan Churan, Carlos G. Puntonet +1 more