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Deniz Erdogmus :
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Santosh Mathan , Stephen Whitlow , Deniz Erdogmus , Misha Pavel , Patricia Ververs , Michael Dorneich Neurophysiologically driven image triage: a pilot study. [Citation Graph (0, 0)][DBLP ] CHI Extended Abstracts, 2006, pp:1085-1090 [Conf ] Robert Jenssen , Deniz Erdogmus , Kenneth E. Hild II , José Carlos Príncipe , Torbjørn Eltoft Information Force Clustering Using Directed Trees. [Citation Graph (0, 0)][DBLP ] EMMCVPR, 2003, pp:68-82 [Conf ] 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. [Citation Graph (0, 0)][DBLP ] EMMCVPR, 2005, pp:34-45 [Conf ] Deniz Erdogmus , Yadunandana N. Rao , José Carlos Príncipe , Oscar Fontenla-Romero , Amparo Alonso-Betanzos Recursive Least Squares for an Entropy Regularized MSE Cost Function. [Citation Graph (0, 0)][DBLP ] ESANN, 2003, pp:451-456 [Conf ] 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. [Citation Graph (0, 0)][DBLP ] ESANN, 2003, pp:255-260 [Conf ] Tian Lan , Yonghong Huang , Deniz Erdogmus A Comparison of Linear ICA and Local Linear ICA for Mutual Information Based Feature Ranking. [Citation Graph (0, 0)][DBLP ] ICA, 2006, pp:823-830 [Conf ] Deniz Erdogmus , Yadunandana N. Rao , José Carlos Príncipe Gaussianizing Transformations for ICA. [Citation Graph (0, 0)][DBLP ] ICA, 2004, pp:26-32 [Conf ] Umut Ozertem , Deniz Erdogmus , Tian Lan Recursive Generalized Eigendecomposition for Independent Component Analysis. [Citation Graph (0, 0)][DBLP ] ICA, 2006, pp:198-205 [Conf ] 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. [Citation Graph (0, 0)][DBLP ] ICA, 2004, pp:185-192 [Conf ] Frédéric Vrins , Deniz Erdogmus , Christian Jutten , Michel Verleysen Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). [Citation Graph (0, 0)][DBLP ] ICA, 2006, pp:747-754 [Conf ] Jian-Wu Xu , Deniz Erdogmus , Yadunandana N. Rao , José Carlos Príncipe Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. [Citation Graph (0, 0)][DBLP ] ICA, 2004, pp:311-318 [Conf ] Deniz Erdogmus , José Carlos Príncipe , Luis Vielva , David Luengo Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. [Citation Graph (0, 0)][DBLP ] ICANN, 2002, pp:456-461 [Conf ] Oscar Fontenla-Romero , Deniz Erdogmus , José Carlos Príncipe , Amparo Alonso-Betanzos , Enrique Castillo Linear Least-Squares Based Methods for Neural Networks Learning. [Citation Graph (0, 0)][DBLP ] ICANN, 2003, pp:84-91 [Conf ] Robert Jenssen , Deniz Erdogmus , José Carlos Príncipe , Torbjørn Eltoft The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space. [Citation Graph (0, 0)][DBLP ] NIPS, 2004, pp:- [Conf ] Deniz Erdogmus , José Carlos Príncipe Insights on the relationship between probability of misclassification and information transfer through classifiers. [Citation Graph (0, 0)][DBLP ] Int. J. Comput. Syst. Signal, 2002, v:3, n:1, pp:40-54 [Journal ] Deniz Erdogmus , Kenneth E. Hild II , José Carlos Príncipe Blind source separation using Renyi's -marginal entropies. [Citation Graph (0, 0)][DBLP ] Neurocomputing, 2002, v:49, n:1-4, pp:25-38 [Journal ] Yadunandana N. Rao , Deniz Erdogmus , Geetha Y. Rao , Jose C. Principe Fast error whitening algorithms for system identification and control with noisy data. [Citation Graph (0, 0)][DBLP ] Neurocomputing, 2005, v:69, n:1-3, pp:158-181 [Journal ] Deniz Erdogmus , José Carlos Príncipe , Kenneth E. Hild II Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation. [Citation Graph (0, 0)][DBLP ] Natural Computing, 2002, v:1, n:1, pp:85-108 [Journal ] Tue Lehn-Schiøler , Anant Hegde , Deniz Erdogmus , José Carlos Príncipe Vector quantization using information theoretic concepts. [Citation Graph (0, 0)][DBLP ] Natural Computing, 2005, v:4, n:1, pp:39-51 [Journal ] Deniz Erdogmus , Kenneth E. Hild II , Yadunandana N. Rao , José Carlos Príncipe Minimax Mutual Information Approach for Independent Component Analysis. [Citation Graph (0, 0)][DBLP ] Neural Computation, 2004, v:16, n:6, pp:1235-1252 [Journal ] Kyu-Hwa Jeong , Jian-Wu Xu , Deniz Erdogmus , José Carlos Príncipe A new classifier based on information theoretic learning with unlabeled data. [Citation Graph (0, 0)][DBLP ] Neural Networks, 2005, v:18, n:5-6, pp:719-726 [Journal ] 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. [Citation Graph (0, 0)][DBLP ] Neural Networks, 2003, v:16, n:5-6, pp:865-871 [Journal ] Yadunandana N. Rao , Deniz Erdogmus , Geetha Y. Rao , José Carlos Príncipe Stochastic error whitening algorithm for linear filter estimation with noisy data. [Citation Graph (0, 0)][DBLP ] Neural Networks, 2003, v:16, n:5-6, pp:873-880 [Journal ] Kenneth E. Hild II , Deniz Erdogmus , Kari Torkkola , Jose C. Principe Feature Extraction Using Information-Theoretic Learning. [Citation Graph (0, 0)][DBLP ] IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:9, pp:1385-1392 [Journal ] Umut Ozertem , Deniz Erdogmus , Robert Jenssen Spectral feature projections that maximize Shannon mutual information with class labels. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2006, v:39, n:7, pp:1241-1252 [Journal ] Robert Jenssen , Deniz Erdogmus , Kenneth E. Hild II , Jose C. Principe , Torbjørn Eltoft Information cut for clustering using a gradient descent approach. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2007, v:40, n:3, pp:796-806 [Journal ] Kenneth E. Hild II , Deniz Erdogmus , Jose C. Principe An analysis of entropy estimators for blind source separation. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2006, v:86, n:1, pp:182-194 [Journal ] 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. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2004, v:84, n:6, pp:997-1003 [Journal ] 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. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2004, v:84, n:6, pp:1035-1040 [Journal ] Anant Hegde , Deniz Erdogmus , Deng S. Shiau , José Carlos Príncipe , Chris J. Sackellares Quantifying spatio-temporal dependencies in epileptic ECOG. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2005, v:85, n:11, pp:2082-2100 [Journal ] Deniz Erdogmus , José Carlos Príncipe Information Theoretic Signal Processing. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2005, v:85, n:5, pp:873-874 [Journal ] Deniz Erdogmus , Rati Agrawal , José Carlos Príncipe A mutual information extension to the matched filter. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2005, v:85, n:5, pp:927-935 [Journal ] Robert Jenssen , Torbjørn Eltoft , Mark Girolami , Deniz Erdogmus Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm. [Citation Graph (0, 0)][DBLP ] NIPS, 2006, pp:633-640 [Conf ] Jeongho Cho , Jose C. Principe , Deniz Erdogmus , Mark A. Motter Quasi-sliding mode control strategy based on multiple-linear models. [Citation Graph (0, 0)][DBLP ] Neurocomputing, 2007, v:70, n:4-6, pp:960-974 [Journal ] Umut Ozertem , Deniz Erdogmus Nonparametric Snakes. [Citation Graph (0, 0)][DBLP ] IEEE Transactions on Image Processing, 2007, v:16, n:9, pp:2361-2368 [Journal ] Allan Kardec Barros , José Carlos Príncipe , Deniz Erdogmus Independent Component Analysis and Blind Source Separation. [Citation Graph (0, 0)][DBLP ] Signal Processing, 2007, v:87, n:8, pp:1817-1818 [Journal ] Seungju Han , Sudhir Rao , Deniz Erdogmus , Kyu-Hwa Jeong , José Carlos Príncipe A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS). [Citation Graph (0, 0)][DBLP ] Signal Processing, 2007, v:87, n:11, pp:2733-2745 [Journal ] Robert Jenssen , Torbjørn Eltoft , Deniz Erdogmus , Jose C. Principe Some Equivalences between Kernel Methods and Information Theoretic Methods. [Citation Graph (0, 0)][DBLP ] VLSI Signal Processing, 2006, v:45, n:1-2, pp:49-65 [Journal ] Deniz Erdogmus , Robert Jenssen , Yadunandana N. Rao , Jose C. Principe Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing. [Citation Graph (0, 0)][DBLP ] VLSI Signal Processing, 2006, v:45, n:1-2, pp:67-83 [Journal ] Tian Lan , Deniz Erdogmus Maximally Informative Feature and Sensor Selection in Pattern Recognition Using Local and Global Independent Component Analysis. [Citation Graph (0, 0)][DBLP ] VLSI Signal Processing, 2007, v:48, n:1-2, pp:39-52 [Journal ] David J. Miller , Deniz Erdogmus Guest Editorial for Special Issue on the 2005 IEEE Workshop on Machine Learning for Signal Processing. [Citation Graph (0, 0)][DBLP ] VLSI Signal Processing, 2007, v:48, n:1-2, pp:1-3 [Journal ] 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. [Citation Graph (0, 0)][DBLP ] VLSI Signal Processing, 2006, v:45, n:1-2, pp:85-95 [Journal ] Rapid image analysis using neural signals. [Citation Graph (, )][DBLP ] A reproducing kernel Hilbert space framework for pairwise time series distances. [Citation Graph (, )][DBLP ] Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS. [Citation Graph (, )][DBLP ] A Novel Switching Scheme Between Adaptive Information Algorithms. [Citation Graph (, )][DBLP ] A Nonparametric Approach for Active Contours. [Citation Graph (, )][DBLP ] Automatic Brain Image Segmentation for Evaluation of Experimental Ischemic Stroke Using Gradient vector flow and kernel annealing. [Citation Graph (, )][DBLP ] Comparison of Linear and Nonlinear Approaches on Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks. [Citation Graph (, )][DBLP ] Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution. [Citation Graph (, )][DBLP ] Automatic Frequency Bands Segmentation Using Statistical Similarity for Power Spectrum Density Based Brain Computer Interfaces. [Citation Graph (, )][DBLP ] Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection. [Citation Graph (, )][DBLP ] Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm. [Citation Graph (, )][DBLP ] Geometric structure of sum-of-rank-1 decompositions for n-dimensional order-p symmetric tensors. [Citation Graph (, )][DBLP ] Detecting mild cognitive loss with continuous monitoring of medication adherence. [Citation Graph (, )][DBLP ] Local conditions for critical and principal manifolds. [Citation Graph (, )][DBLP ] Density geodesics for similarity clustering. [Citation Graph (, )][DBLP ] Large-scale image database triage via EEG evoked responses. [Citation Graph (, )][DBLP ] Signal denoising using principal curves: Application to timewarping. [Citation Graph (, )][DBLP ] Target detection using incremental learning on single-trial evoked response. [Citation Graph (, )][DBLP ] A new approach for the reassignment of time-frequency representations. [Citation Graph (, )][DBLP ] Search in 0.003secs, Finished in 0.459secs