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 | 2013 | |
|---|---|---|
| j61 |      | Gunar Schirner, Deniz Erdogmus, Kaushik Chowdhury, Taskin Padir: The Future of Human-in-the-Loop Cyber-Physical Systems. IEEE Computer 46(1): 36-45 (2013) |
| j60 | | Esra Ataer Cansizoglu, Erhan Bas, Jayashree Kalpathy-Cramer, Greg C. Sharp, Deniz Erdogmus: Contour-based shape representation using principal curves. Pattern Recognition 46(4): 1140-1150 (2013) |
| 2012 | ||
| j59 | | Erhan Bas, Deniz Erdogmus, R. W. Draft, Jeff W. Lichtman: Local tracing of curvilinear structures in volumetric color images: Application to the Brainbow analysis. J. Visual Communication and Image Representation 23(8): 1260-1271 (2012) |
| c52 | | Umut Orhan, Kenneth E. Hild II, Deniz Erdogmus, Brian Roark, Barry Oken, Melanie Fried-Oken: RSVP keyboard: An EEG based typing interface. ICASSP 2012: 645-648 |
| c51 | | Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha: Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin. ICASSP 2012: 705-708 |
| c50 | | Esra Ataer Cansizoglu, Deniz Erdogmus: A mode-based clustering algorithm without mode seeking. ICASSP 2012: 1925-1928 |
| c49 | | Erhan Bas, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer: Retinal vasculature segmentation using principal spanning forests. ISBI 2012: 1792-1795 |
| 2011 | ||
| j58 | | Yonghong Huang, Deniz Erdogmus, Misha Pavel, Santosh Mathan, Kenneth E. Hild II: A framework for rapid visual image search using single-trial brain evoked responses. Neurocomputing 74(12-13): 2041-2051 (2011) |
| j57 | | Hooman Nezamfar, Umut Orhan, Shalini Purwar, Kenneth E. Hild II, Barry Oken, Deniz Erdogmus: Decoding of multichannel EEG activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli. Int. J. Imaging Systems and Technology 21(2): 139-147 (2011) |
| j56 | | Umut Ozertem, Deniz Erdogmus: Locally Defined Principal Curves and Surfaces. Journal of Machine Learning Research 12: 1249-1286 (2011) |
| j55 | | Erhan Bas, Deniz Erdogmus: Principal Curves as Skeletons of Tubular Objects - Locally Characterizing the Structures of Axons. Neuroinformatics 9(2-3): 181-191 (2011) |
| j54 | | Erhan Bas, Deniz Erdogmus: Connectivity of projected high dimensional data charts on one-dimensional curves. Signal Processing 91(10): 2404-2409 (2011) |
| c48 | | Kenneth E. Hild II, Umut Orhan, Deniz Erdogmus, Brian Roark, Barry Oken, Shalini Purwar, Hooman Nezamfar, Melanie Fried-Oken: An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling. ACL (System Demonstrations) 2011: 38-43 |
| c47 | | Sheng You, Erhan Bas, Deniz Erdogmus, Jayashree Kalpathy-Cramer: Principal Curved Based Retinal Vessel Segmentation towards Diagnosis of Retinal Diseases. HISB 2011: 331-337 |
| c46 | | Hooman Nezamfar, Umut Orhan, Deniz Erdogmus, Kenneth E. Hild II, Shalini Purwar, Barry Oken, Melanie Fried-Oken: On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design. ICASSP 2011: 2044-2047 |
| c45 | | Erhan Bas, Deniz Erdogmus: Polytope kernel density estimates on Delaunay graphs. ICASSP 2011: 2096-2099 |
| c44 | | |
| c43 | | |
| c42 | | Erhan Bas, Nastaran Ghadarghadar, Deniz Erdogmus: Automated extraction of blood vessel networks from 3D microscopy image stacks via multi-scale principal curve tracing. ISBI 2011: 1358-1361 |
| 2010 | ||
| j53 | | Olexiy O. Kyrgyzov, Deniz Erdogmus: Numerical optimization of a sum-of-rank-1 decomposition for n-dimensional order-p symmetric tensors. Neurocomputing 73(16-18): 3323-3327 (2010) |
| c41 | | |
| c40 | | Tian Lan, Deniz Erdogmus, Lois M. Black, Jan P. H. van Santen: Identifying informative features for ERP speller systems based on RSVP paradigm. ESANN 2010 |
| c39 | | Sheng You, Esra Ataer Cansizoglu, Deniz Erdogmus, James Tanyi, Jayashree Kalpathy-Cramer: A Novel Application of Principal Surfaces to Segmentation in 4D-CT for Radiation Treatment Planning. ICMLA 2010: 758-763 |
| c38 | | |
| 2009 | ||
| j52 | | Umut Ozertem, Deniz Erdogmus: RKHS Bayes Discriminant: A Subspace Constrained Nonlinear Feature Projection for Signal Detection. IEEE Transactions on Neural Networks 20(7): 1195-1203 (2009) |
| j51 | | Umut Ozertem, Deniz Erdogmus: Principal curve time warping. IEEE Transactions on Signal Processing 57(6): 2041-2049 (2009) |
| c37 | | Yonghong Huang, Deniz Erdogmus, Misha Pavel, Kenneth E. Hild II, Santosh Mathan: Target detection using incremental learning on single-trial evoked response. ICASSP 2009: 481-484 |
| c36 | | Ervin Sejdic, Umut Ozertem, Igor Djurovic, Deniz Erdogmus: A new approach for the reassignment of time-frequency representations. ICASSP 2009: 2997-3000 |
| r1 | | Deniz Erdogmus, José Carlos Príncipe: Information Theoretic Learning. Encyclopedia of Artificial Intelligence 2009: 902-909 |
| 2008 | ||
| j50 | | Deniz Erdogmus, Danilo P. Mandic, Toshihisa Tanaka: Advances in blind signal processing. Neurocomputing 71(10-12): 2069-2070 (2008) |
| j49 | | Umut Ozertem, Deniz Erdogmus, Robert Jenssen: Mean shift spectral clustering. Pattern Recognition 41(6): 1924-1938 (2008) |
| j48 | | 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) |
| j47 | | Umut Ozertem, Ismail Uysal, Deniz Erdogmus: Continuously Differentiable Sample-Spacing Entropy Estimation. IEEE Transactions on Neural Networks 19(11): 1978-1984 (2008) |
| c35 | | Santosh Mathan, Deniz Erdogmus, Yonghong Huang, Misha Pavel, Patricia Ververs, James Carciofini, Michael C. Dorneich, Stephen Whitlow: Rapid image analysis using neural signals. CHI Extended Abstracts 2008: 3309-3314 |
| c34 | | Yonghong Huang, Deniz Erdogmus, Santosh Mathan, Misha Pavel: Large-scale image database triage via EEG evoked responses. ICASSP 2008: 429-432 |
| c33 | | Yonghong Huang, Deniz Erdogmus, Zhengdong Lu, Todd K. Leen: Detecting mild cognitive loss with continuous monitoring of medication adherence. ICASSP 2008: 609-612 |
| c32 | | Umut Ozertem, Deniz Erdogmus: Local conditions for critical and principal manifolds. ICASSP 2008: 1893-1896 |
| c31 | | Umut Ozertem, Deniz Erdogmus, Miguel Á. Carreira-Perpiñán: Density geodesics for similarity clustering. ICASSP 2008: 1977-1980 |
| c30 | | Umut Ozertem, Deniz Erdogmus: Signal denoising using principal curves: Application to timewarping. ICASSP 2008: 3709-3712 |
| c29 | | Zhengdong Lu, Todd K. Leen, Yonghong Huang, Deniz Erdogmus: A reproducing kernel Hilbert space framework for pairwise time series distances. ICML 2008: 624-631 |
| c28 | | Olexiy O. Kyrgyzov, Deniz Erdogmus: Geometric structure of sum-of-rank-1 decompositions for n-dimensional order-p symmetric tensors. ISCAS 2008: 1340-1343 |
| p1 | | 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 |
| 2007 | ||
| j46 | | 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) |
| j45 | | 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) |
| j44 | | Allan Kardec Barros, José Carlos Príncipe, Deniz Erdogmus: Independent Component Analysis and Blind Source Separation. Signal Processing 87(8): 1817-1818 (2007) |
| j43 | | 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) |
| j42 | | Umut Ozertem, Deniz Erdogmus: Nonparametric Snakes. IEEE Transactions on Image Processing 16(9): 2361-2368 (2007) |
| j41 | | Robert Jenssen, Deniz Erdogmus, Jose C. Principe, Torbjørn Eltoft: The Laplacian Classifier. IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007) |
| j40 | | 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) |
| j39 | | 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) |
| j38 | | Umut Ozertem, Deniz Erdogmus: Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors. VLSI Signal Processing 49(2): 291-299 (2007) |
| j37 | | 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) |
| c27 | | Deniz Erdogmus, Umut Ozertem: Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS. ICONIP (2) 2007: 488-497 |
| c26 | | 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 |
| c25 | | |
| c24 | | Seungju Han, Sudhir Rao, Deniz Erdogmus, Jose C. Principe: A Novel Switching Scheme Between Adaptive Information Algorithms. IJCNN 2007: 2840-2845 |
| 2006 | ||
| j36 | | 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) |
| j35 | | Umut Ozertem, Deniz Erdogmus, Robert Jenssen: Spectral feature projections that maximize Shannon mutual information with class labels. Pattern Recognition 39(7): 1241-1252 (2006) |
| j34 | | 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) |
| j33 | | 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) |
| j32 | | 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) |
| j31 | | 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) |
| j30 | | 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) |
| j29 | | 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) |
| c23 | | Santosh Mathan, Stephen Whitlow, Deniz Erdogmus, Misha Pavel, Patricia Ververs, Michael C. Dorneich: Neurophysiologically driven image triage: a pilot study. CHI Extended Abstracts 2006: 1085-1090 |
| c22 | | Umut Ozertem, Deniz Erdogmus, Tian Lan: Recursive Generalized Eigendecomposition for Independent Component Analysis. ICA 2006: 198-205 |
| c21 | | Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen: Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). ICA 2006: 747-754 |
| c20 | | 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 |
| c19 | | 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 |
| c18 | | 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 |
| c17 | | Umut Ozertem, Deniz Erdogmus: Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution. IJCNN 2006: 4892-4897 |
| c16 | | Robert Jenssen, Deniz Erdogmus, Jose C. Principe: Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm. IJCNN 2006: 4904-4911 |
| c15 | | Tian Lan, Deniz Erdogmus, Umut Ozertem, Yonghong Huang: Estimating Mutual Information Using Gaussian Mixture Model for Feature Ranking and Selection. IJCNN 2006: 5034-5039 |
| c14 | | Robert Jenssen, Torbjørn Eltoft, Mark Girolami, Deniz Erdogmus: Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm. NIPS 2006: 633-640 |
| e1 |  | Justinian P. Rosca, Deniz Erdogmus, José Carlos Príncipe, Simon Haykin (Eds.): Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings. Lecture Notes in Computer Science 3889, Springer 2006, isbn 3-540-32630-8 |
| 2005 | ||
| j28 | | Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Justin C. Sanchez, Miguel A. L. Nicolelis, Jose C. Principe: Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. EURASIP J. Adv. Sig. Proc. 2005(19): 3113-3121 (2005) |
| j27 | | 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) |
| j26 | | Tue Lehn-Schiøler, Anant Hegde, Deniz Erdogmus, José Carlos Príncipe: Vector quantization using information theoretic concepts. Natural Computing 4(1): 39-51 (2005) |
| j25 | | 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) |
| j24 | | Deniz Erdogmus, José Carlos Príncipe: Information Theoretic Signal Processing. Signal Processing 85(5): 873-874 (2005) |
| j23 | | Deniz Erdogmus, Rati Agrawal, José Carlos Príncipe: A mutual information extension to the matched filter. Signal Processing 85(5): 927-935 (2005) |
| j22 | | 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) |
| j21 | | Deniz Erdogmus, Oscar Fontenla-Romero, Jose C. Principe, Amparo Alonso-Betanzos, Enrique F. Castillo: Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. IEEE Transactions on Neural Networks 16(2): 325-337 (2005) |
| j20 | | 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) |
| j19 | | 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) |
| c13 | | 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 |
| 2004 | ||
| j18 | | Deniz Erdogmus, Yadunandana N. Rao, Hemanth Peddaneni, Anant Hegde, Jose C. Principe: Recursive Principal Components Analysis Using Eigenvector Matrix Perturbation. EURASIP J. Adv. Sig. Proc. 2004(13): 2034-2041 (2004) |
| j17 | | 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) |
| j16 | | 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) |
| j15 | | 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) |
| j14 | | José Carlos Príncipe, Erkki Oja, Lei Xu, Andrzej Cichocki, Deniz Erdogmus: Guest Editorial Special Issue on Information Theoretic Learning. IEEE Transactions on Neural Networks 15(4): 789-791 (2004) |
| j13 | | Vikas Sindhwani, Subrata Rakshit, Dipti Deodhare, Deniz Erdogmus, José Carlos Príncipe, Partha Niyogi: Feature selection in MLPs and SVMs based on maximum output information. IEEE Transactions on Neural Networks 15(4): 937-948 (2004) |
| j12 | | Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, Marcelino Lázaro, Ignacio Santamaría: Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation. IEEE Transactions on Signal Processing 52(6): 1489-1498 (2004) |
| j11 | | 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) |
| c12 | | Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe: Gaussianizing Transformations for ICA. ICA 2004: 26-32 |
| c11 | | 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 |
| c10 | | 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 |
| c9 | | 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 |
| 2003 | ||
| j10 | | Sung-Phil Kim, Justin C. Sanchez, Deniz Erdogmus, Yadunandana N. Rao, Johan Wessberg, José Carlos Príncipe, Miguel A. L. Nicolelis: Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks 16(5-6): 865-871 (2003) |
| j9 | | 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) |
| j8 | | Deniz Erdogmus, Jose C. Principe: Convergence properties and data efficiency of the minimum error entropy criterion in ADALINE training. IEEE Transactions on Signal Processing 51(7): 1966-1978 (2003) |
| c8 | | Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft: Information Force Clustering Using Directed Trees. EMMCVPR 2003: 68-82 |
| c7 | | Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo: Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260 |
| c6 | | 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 |
| c5 | | Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo: Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91 |
| 2002 | ||
| j7 | | Deniz Erdogmus, Yadunandana N. Rao, Kenneth E. Hild II, Jose C. Principe: Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection. EURASIP J. Adv. Sig. Proc. 2002(12): 1473-1484 (2002) |
| j6 | | 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) |
| j5 | | Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe: Blind source separation using Renyi's -marginal entropies. Neurocomputing 49(1-4): 25-38 (2002) |
| j4 | | 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) |
| j3 | | Deniz Erdogmus, José Carlos Príncipe: Generalized information potential criterion for adaptive system training. IEEE Transactions on Neural Networks 13(5): 1035-1044 (2002) |
| j2 | | Ignacio Santamaría, Deniz Erdogmus, José Carlos Príncipe: Entropy minimization for supervised digital communications channel equalization. IEEE Transactions on Signal Processing 50(5): 1184-1192 (2002) |
| j1 | | Deniz Erdogmus, Jose C. Principe: An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems. IEEE Transactions on Signal Processing 50(7): 1780-1786 (2002) |
| c4 | | Deniz Erdogmus, José Carlos Príncipe, Luis Vielva, David Luengo: Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. ICANN 2002: 456-461 |
| c3 | | Kenneth E. Hild II, Deniz Erdogmus, Jose C. Principe: Blind source separation of time-varying instantaneous mixtures using an on-line algorithm. ICASSP 2002: 993-996 |
| c2 | | Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Jing Zhao, Kenneth E. Hild II: Simultaneous extraction of Principal Components using givens rotations and output variances. ICASSP 2002: 1069-1072 |
| c1 | | Luis Vielva, Deniz Erdogmus, Carlos Pantaleón, Ignacio Santamaría, J. A. Pereda, José C. Príncipe: Underdetermined blind source separation in a time-varying environment. ICASSP 2002: 3049-3052 |
Colors in the list of coauthors
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