| 2008 |
|---|
| 67 | EE | Santosh Mathan,
Deniz Erdogmus,
Yonghong Huang,
Misha Pavel,
Patricia Ververs,
James Carciofini,
Michael Dorneich,
Stephen Whitlow:
Rapid image analysis using neural signals.
CHI Extended Abstracts 2008: 3309-3314 |
| 66 | EE | Zhengdong Lu,
Todd K. Leen,
Yonghong Huang,
Deniz Erdogmus:
A reproducing kernel Hilbert space framework for pairwise time series distances.
ICML 2008: 624-631 |
| 65 | EE | Olexiy O. Kyrgyzov,
Deniz Erdogmus:
Geometric structure of sum-of-rank-1 decompositions for n-dimensional order-p symmetric tensors.
ISCAS 2008: 1340-1343 |
| 64 | EE | Deniz Erdogmus,
Umut Ozertem,
Tian Lan:
Information Theoretic Feature Selection and Projection.
Speech, Audio, Image and Biomedical Signal Processing using Neural Networks 2008: 1-22 |
| 63 | EE | Deniz Erdogmus,
Danilo P. Mandic,
Toshihisa Tanaka:
Advances in blind signal processing.
Neurocomputing 71(10-12): 2069-2070 (2008) |
| 62 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Mean shift spectral clustering.
Pattern Recognition 41(6): 1924-1938 (2008) |
| 61 | EE | Puskal P. Pokharel,
Umut Ozertem,
Deniz Erdogmus,
Jose C. Principe:
Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK.
Signal Processing 88(6): 1368-1381 (2008) |
| 2007 |
|---|
| 60 | EE | Deniz Erdogmus,
Umut Ozertem:
Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS.
ICONIP (2) 2007: 488-497 |
| 59 | EE | Umut Ozertem,
Andras Gruber,
Deniz Erdogmus:
Automatic Brain Image Segmentation for Evaluation of Experimental Ischemic Stroke Using Gradient vector flow and kernel annealing.
IJCNN 2007: 1397-1400 |
| 58 | EE | Umut Ozertem,
Deniz Erdogmus:
A Nonparametric Approach for Active Contours.
IJCNN 2007: 1407-1410 |
| 57 | EE | Seungju Han,
Sudhir Rao,
Deniz Erdogmus,
Jose C. Principe:
A Novel Switching Scheme Between Adaptive Information Algorithms.
IJCNN 2007: 2840-2845 |
| 56 | EE | Umut Ozertem,
Deniz Erdogmus:
Nonparametric Snakes.
IEEE Transactions on Image Processing 16(9): 2361-2368 (2007) |
| 55 | EE | Robert Jenssen,
Deniz Erdogmus,
Jose C. Principe,
Torbjørn Eltoft:
The Laplacian Classifier.
IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007) |
| 54 | EE | Jeongho Cho,
Jose C. Principe,
Deniz Erdogmus,
Mark A. Motter:
Quasi-sliding mode control strategy based on multiple-linear models.
Neurocomputing 70(4-6): 960-974 (2007) |
| 53 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
Jose C. Principe,
Torbjørn Eltoft:
Information cut for clustering using a gradient descent approach.
Pattern Recognition 40(3): 796-806 (2007) |
| 52 | EE | Seungju Han,
Sudhir Rao,
Deniz Erdogmus,
Kyu-Hwa Jeong,
José Carlos Príncipe:
A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS).
Signal Processing 87(11): 2733-2745 (2007) |
| 51 | EE | Allan Kardec Barros,
José Carlos Príncipe,
Deniz Erdogmus:
Independent Component Analysis and Blind Source Separation.
Signal Processing 87(8): 1817-1818 (2007) |
| 50 | EE | David J. Miller,
Deniz Erdogmus:
Guest Editorial for Special Issue on the 2005 IEEE Workshop on Machine Learning for Signal Processing.
VLSI Signal Processing 48(1-2): 1-3 (2007) |
| 49 | EE | Tian Lan,
Deniz Erdogmus:
Maximally Informative Feature and Sensor Selection in Pattern Recognition Using Local and Global Independent Component Analysis.
VLSI Signal Processing 48(1-2): 39-52 (2007) |
| 48 | EE | Umut Ozertem,
Deniz Erdogmus:
Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors.
VLSI Signal Processing 49(2): 291-299 (2007) |
| 47 | EE | Jing Zhao,
Dapeng Wu,
Deniz Erdogmus,
Yuguang Fang,
Zhihai He:
Adaptive motion estimation schemes using maximum mutual information criterion.
Wireless Communications and Mobile Computing 7(2): 205-215 (2007) |
| 2006 |
|---|
| 46 | | Justinian P. Rosca,
Deniz Erdogmus,
José Carlos Príncipe,
Simon Haykin:
Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings
Springer 2006 |
| 45 | EE | Santosh Mathan,
Stephen Whitlow,
Deniz Erdogmus,
Misha Pavel,
Patricia Ververs,
Michael Dorneich:
Neurophysiologically driven image triage: a pilot study.
CHI Extended Abstracts 2006: 1085-1090 |
| 44 | EE | Umut Ozertem,
Deniz Erdogmus,
Tian Lan:
Recursive Generalized Eigendecomposition for Independent Component Analysis.
ICA 2006: 198-205 |
| 43 | EE | Frédéric Vrins,
Deniz Erdogmus,
Christian Jutten,
Michel Verleysen:
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS).
ICA 2006: 747-754 |
| 42 | EE | Tian Lan,
Yonghong Huang,
Deniz Erdogmus:
A Comparison of Linear ICA and Local Linear ICA for Mutual Information Based Feature Ranking.
ICA 2006: 823-830 |
| 41 | EE | Yonghong Huang,
Deniz Erdogmus,
Santosh Mathan,
Misha Pavel:
Comparison of Linear and Nonlinear Approaches on Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks.
IJCNN 2006: 1136-1142 |
| 40 | EE | Tian Lan,
Deniz Erdogmus,
Misha Pavel,
Santosh Mathan:
Automatic Frequency Bands Segmentation Using Statistical Similarity for Power Spectrum Density Based Brain Computer Interfaces.
IJCNN 2006: 4650-4655 |
| 39 | EE | Umut Ozertem,
Deniz Erdogmus:
Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution.
IJCNN 2006: 4892-4897 |
| 38 | EE | Robert Jenssen,
Deniz Erdogmus,
Jose C. Principe:
Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm.
IJCNN 2006: 4904-4911 |
| 37 | EE | Tian Lan,
Deniz Erdogmus,
Umut Ozertem,
Yonghong Huang:
Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection.
IJCNN 2006: 5034-5039 |
| 36 | EE | Robert Jenssen,
Torbjørn Eltoft,
Mark Girolami,
Deniz Erdogmus:
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm.
NIPS 2006: 633-640 |
| 35 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
Kari Torkkola,
Jose C. Principe:
Feature Extraction Using Information-Theoretic Learning.
IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1385-1392 (2006) |
| 34 | EE | Jeongho Cho,
José Carlos Príncipe,
Deniz Erdogmus,
Mark A. Motter:
Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map.
IEEE Transactions on Neural Networks 17(2): 445-460 (2006) |
| 33 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
José Carlos Príncipe:
Experimental upper bound for the performance of convolutive source separation methods.
IEEE Transactions on Signal Processing 54(2): 627-635 (2006) |
| 32 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Spectral feature projections that maximize Shannon mutual information with class labels.
Pattern Recognition 39(7): 1241-1252 (2006) |
| 31 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
Jose C. Principe:
An analysis of entropy estimators for blind source separation.
Signal Processing 86(1): 182-194 (2006) |
| 30 | EE | Robert Jenssen,
Torbjørn Eltoft,
Deniz Erdogmus,
Jose C. Principe:
Some Equivalences between Kernel Methods and Information Theoretic Methods.
VLSI Signal Processing 45(1-2): 49-65 (2006) |
| 29 | EE | Deniz Erdogmus,
Robert Jenssen,
Yadunandana N. Rao,
Jose C. Principe:
Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing.
VLSI Signal Processing 45(1-2): 67-83 (2006) |
| 28 | EE | Anant Hegde,
José Carlos Príncipe,
Deniz Erdogmus,
Umut Ozertem,
Yadunandana N. Rao,
Hemanth Peddaneni:
Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis.
VLSI Signal Processing 45(1-2): 85-95 (2006) |
| 2005 |
|---|
| 27 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
EMMCVPR 2005: 34-45 |
| 26 | EE | Marcelino Lázaro,
Ignacio Santamaría,
Deniz Erdogmus,
Kenneth E. Hild II,
Carlos Ramon Pantaleon Dionisio,
Jose C. Principe:
Stochastic blind equalization based on PDF fitting using Parzen estimator.
IEEE Transactions on Signal Processing 53(2-1): 696-704 (2005) |
| 25 | EE | Yadunandana N. Rao,
Deniz Erdogmus,
Jose C. Principe:
Error whitening criterion for adaptive filtering: theory and algorithms.
IEEE Transactions on Signal Processing 53(3): 1057-1069 (2005) |
| 24 | EE | Tue Lehn-Schiøler,
Anant Hegde,
Deniz Erdogmus,
José Carlos Príncipe:
Vector quantization using information theoretic concepts.
Natural Computing 4(1): 39-51 (2005) |
| 23 | EE | Kyu-Hwa Jeong,
Jian-Wu Xu,
Deniz Erdogmus,
José Carlos Príncipe:
A new classifier based on information theoretic learning with unlabeled data.
Neural Networks 18(5-6): 719-726 (2005) |
| 22 | EE | Yadunandana N. Rao,
Deniz Erdogmus,
Geetha Y. Rao,
Jose C. Principe:
Fast error whitening algorithms for system identification and control with noisy data.
Neurocomputing 69(1-3): 158-181 (2005) |
| 21 | EE | Anant Hegde,
Deniz Erdogmus,
Deng-Shan Shiau,
José Carlos Príncipe,
J. Chris Sackellares:
Quantifying spatio-temporal dependencies in epileptic ECOG.
Signal Processing 85(11): 2082-2100 (2005) |
| 20 | EE | Deniz Erdogmus,
José Carlos Príncipe:
Information Theoretic Signal Processing.
Signal Processing 85(5): 873-874 (2005) |
| 19 | EE | Deniz Erdogmus,
Rati Agrawal,
José Carlos Príncipe:
A mutual information extension to the matched filter.
Signal Processing 85(5): 927-935 (2005) |
| 2004 |
|---|
| 18 | EE | Luis Vielva,
Ignacio Santamaría,
Jesús Ibáñez,
Deniz Erdogmus,
José Carlos Príncipe:
On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions.
ICA 2004: 185-192 |
| 17 | EE | Deniz Erdogmus,
Yadunandana N. Rao,
José Carlos Príncipe:
Gaussianizing Transformations for ICA.
ICA 2004: 26-32 |
| 16 | EE | Jian-Wu Xu,
Deniz Erdogmus,
Yadunandana N. Rao,
José Carlos Príncipe:
Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures.
ICA 2004: 311-318 |
| 15 | EE | Robert Jenssen,
Deniz Erdogmus,
José Carlos Príncipe,
Torbjørn Eltoft:
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
NIPS 2004 |
| 14 | EE | Deniz Erdogmus,
Kenneth E. Hild II,
Yadunandana N. Rao,
José Carlos Príncipe:
Minimax Mutual Information Approach for Independent Component Analysis.
Neural Computation 16(6): 1235-1252 (2004) |
| 13 | EE | Deniz Erdogmus,
Erik G. Larsson,
Rui Yan,
José Carlos Príncipe,
Jeffrey R. Fitzsimmons:
Measuring the signal-to-noise ratio in magnetic resonance imaging: a caveat.
Signal Processing 84(6): 1035-1040 (2004) |
| 12 | EE | Deniz Erdogmus,
Erik G. Larsson,
Rui Yan,
José Carlos Príncipe,
Jeffrey R. Fitzsimmons:
Asymptotic SNR-performance of some image combination techniques for phased-array MRI.
Signal Processing 84(6): 997-1003 (2004) |
| 11 | EE | Deniz Erdogmus,
Jose C. Principe:
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information.
VLSI Signal Processing 37(2-3): 305-317 (2004) |
| 2003 |
|---|
| 10 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Information Force Clustering Using Directed Trees.
EMMCVPR 2003: 68-82 |
| 9 | EE | Oscar Fontenla-Romero,
Deniz Erdogmus,
José Carlos Príncipe,
Amparo Alonso-Betanzos,
Enrique Castillo:
Accelerating the convergence speed of neural networks learning methods using least squares.
ESANN 2003: 255-260 |
| 8 | EE | Deniz Erdogmus,
Yadunandana N. Rao,
José Carlos Príncipe,
Oscar Fontenla-Romero,
Amparo Alonso-Betanzos:
Recursive Least Squares for an Entropy Regularized MSE Cost Function.
ESANN 2003: 451-456 |
| 7 | EE | Oscar Fontenla-Romero,
Deniz Erdogmus,
José Carlos Príncipe,
Amparo Alonso-Betanzos,
Enrique Castillo:
Linear Least-Squares Based Methods for Neural Networks Learning.
ICANN 2003: 84-91 |
| 6 | EE | Sung-Phil Kim,
Justin C. Sanchez,
Deniz Erdogmus,
Yadunandana N. Rao,
Johan Wessberg,
José Carlos Príncipe,
Miguel Nicolelis:
Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models.
Neural Networks 16(5-6): 865-871 (2003) |
| 5 | EE | Yadunandana N. Rao,
Deniz Erdogmus,
Geetha Y. Rao,
José Carlos Príncipe:
Stochastic error whitening algorithm for linear filter estimation with noisy data.
Neural Networks 16(5-6): 873-880 (2003) |
| 2002 |
|---|
| 4 | EE | Deniz Erdogmus,
José Carlos Príncipe,
Luis Vielva,
David Luengo:
Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems.
ICANN 2002: 456-461 |
| 3 | EE | Deniz Erdogmus,
José Carlos Príncipe:
Insights on the relationship between probability of misclassification and information transfer through classifiers.
Int. J. Comput. Syst. Signal 3(1): 40-54 (2002) |
| 2 | | Deniz Erdogmus,
José Carlos Príncipe,
Kenneth E. Hild II:
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation.
Natural Computing 1(1): 85-108 (2002) |
| 1 | EE | Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe:
Blind source separation using Renyi's -marginal entropies.
Neurocomputing 49(1-4): 25-38 (2002) |
