Deniz Erdogmus

	2008
68		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
67		Zhengdong Lu, Todd K. Leen, Yonghong Huang, Deniz Erdogmus: A reproducing kernel Hilbert space framework for pairwise time series distances. ICML 2008: 624-631
66		Olexiy O. Kyrgyzov, Deniz Erdogmus: Geometric structure of sum-of-rank-1 decompositions for n-dimensional order-p symmetric tensors. ISCAS 2008: 1340-1343
65		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
64		Umut Ozertem, Ismail Uysal, Deniz Erdogmus: Continuously Differentiable Sample-Spacing Entropy Estimation. IEEE Transactions on Neural Networks 19(11): 1978-1984 (2008)
63		Deniz Erdogmus, Danilo P. Mandic, Toshihisa Tanaka: Advances in blind signal processing. Neurocomputing 71(10-12): 2069-2070 (2008)
62		Umut Ozertem, Deniz Erdogmus, Robert Jenssen: Mean shift spectral clustering. Pattern Recognition 41(6): 1924-1938 (2008)
61		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		Deniz Erdogmus, Umut Ozertem: Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS. ICONIP (2) 2007: 488-497
59		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		Umut Ozertem, Deniz Erdogmus: A Nonparametric Approach for Active Contours. IJCNN 2007: 1407-1410
57		Seungju Han, Sudhir Rao, Deniz Erdogmus, Jose C. Principe: A Novel Switching Scheme Between Adaptive Information Algorithms. IJCNN 2007: 2840-2845
56		Umut Ozertem, Deniz Erdogmus: Nonparametric Snakes. IEEE Transactions on Image Processing 16(9): 2361-2368 (2007)
55		Robert Jenssen, Deniz Erdogmus, Jose C. Principe, Torbjørn Eltoft: The Laplacian Classifier. IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007)
54		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		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		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		Allan Kardec Barros, José Carlos Príncipe, Deniz Erdogmus: Independent Component Analysis and Blind Source Separation. Signal Processing 87(8): 1817-1818 (2007)
50		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		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		Umut Ozertem, Deniz Erdogmus: Information Regularized Sensor Fusion: Application to Localization With Distributed Motion Sensors. VLSI Signal Processing 49(2): 291-299 (2007)
47		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		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		Umut Ozertem, Deniz Erdogmus, Tian Lan: Recursive Generalized Eigendecomposition for Independent Component Analysis. ICA 2006: 198-205
43		Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen: Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). ICA 2006: 747-754
42		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		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		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		Umut Ozertem, Deniz Erdogmus: Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution. IJCNN 2006: 4892-4897
38		Robert Jenssen, Deniz Erdogmus, Jose C. Principe: Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm. IJCNN 2006: 4904-4911
37		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		Robert Jenssen, Torbjørn Eltoft, Mark Girolami, Deniz Erdogmus: Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm. NIPS 2006: 633-640
35		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		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		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		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		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		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		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		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		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		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		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		Tue Lehn-Schiøler, Anant Hegde, Deniz Erdogmus, José Carlos Príncipe: Vector quantization using information theoretic concepts. Natural Computing 4(1): 39-51 (2005)
23		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		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		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		Deniz Erdogmus, José Carlos Príncipe: Information Theoretic Signal Processing. Signal Processing 85(5): 873-874 (2005)
19		Deniz Erdogmus, Rati Agrawal, José Carlos Príncipe: A mutual information extension to the matched filter. Signal Processing 85(5): 927-935 (2005)
	2004
18		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		Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe: Gaussianizing Transformations for ICA. ICA 2004: 26-32
16		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		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		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		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		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		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		Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft: Information Force Clustering Using Directed Trees. EMMCVPR 2003: 68-82
9		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		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		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		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		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		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		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		Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe: Blind source separation using Renyi's -marginal entropies. Neurocomputing 49(1-4): 25-38 (2002)

Coauthor Index

1	Rati Agrawal	[19]
2	Amparo Alonso-Betanzos	[7] [8] [9]
3	Allan Kardec Barros	[51]
4	James Carciofini	[68]
5	Enrique Castillo	[7] [9]
6	Jeongho Cho	[34] [54]
7	Carlos Ramon Pantaleon Dionisio	[26]
8	Michael Dorneich	[45] [68]
9	Torbjørn Eltoft	[10] [15] [27] [30] [36] [53] [55]
10	Yuguang Fang	[47]
11	Jeffrey R. Fitzsimmons	[12] [13]
12	Oscar Fontenla-Romero	[7] [8] [9]
13	Mark A. Girolami (Mark Girolami)	[36]
14	Andras Gruber	[59]
15	Seungju Han	[52] [57]
16	Simon Haykin	[46]
17	Zhihai He	[47]
18	Anant Hegde	[21] [24] [28]
19	Kenneth E. Hild II	[1] [2] [10] [14] [26] [27] [31] [33] [35] [53]
20	Yonghong Huang	[37] [41] [42] [67] [68]
21	Jesús Ibáñez (Jesús Ibáñez-Martínez)	[18]
22	Robert Jenssen	[10] [15] [27] [29] [30] [32] [36] [38] [53] [55] [62]
23	Kyu-Hwa Jeong	[23] [52]
24	Christian Jutten	[43]
25	Sung-Phil Kim	[6]
26	Olexiy O. Kyrgyzov	[66]
27	Tian Lan	[37] [40] [42] [44] [49] [65]
28	Erik G. Larsson	[12] [13]
29	Marcelino Lázaro	[26]
30	Todd K. Leen	[67]
31	Tue Lehn-Schiøler	[24]
32	Zhengdong Lu	[67]
33	David Luengo	[4]
34	Danilo P. Mandic	[63]
35	Santosh Mathan	[40] [41] [45] [68]
36	David J. Miller	[50]
37	Mark A. Motter	[34] [54]
38	Miguel Nicolelis	[6]
39	Umut Ozertem	[28] [32] [37] [39] [44] [48] [56] [58] [59] [60] [61] [62] [64] [65]
40	Misha Pavel	[40] [41] [45] [68]
41	Hemanth Peddaneni	[28]
42	Puskal P. Pokharel	[61]
43	José Carlos Príncipe (José C. Príncipe, Jose C. Principe)	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [33] [34] [35] [38] [46] [51] [52] [53] [54] [55] [57] [61]
44	Geetha Y. Rao	[5] [22]
45	Sudhir Rao	[52] [57]
46	Yadunandana N. Rao	[5] [6] [8] [14] [16] [17] [22] [25] [28] [29]
47	Justinian P. Rosca	[46]
48	J. Chris Sackellares	[21]
49	Justin C. Sanchez	[6]
50	Ignacio Santamaría	[18] [26]
51	Deng-Shan Shiau	[21]
52	Toshihisa Tanaka	[63]
53	Kari Torkkola	[35]
54	Ismail Uysal	[64]
55	Michel Verleysen	[43]
56	Patricia Ververs	[45] [68]
57	Luis Vielva	[4] [18]
58	Frédéric Vrins	[43]
59	Johan Wessberg	[6]
60	Stephen Whitlow	[45] [68]
61	Dapeng Wu	[47]
62	Jian-Wu Xu	[16] [23]
63	Rui Yan	[12] [13]
64	Jing Zhao	[47]

Colors in the list of coauthors