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Príncipe, José Carlos

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Author ID: principe.jose-carlos Recent zbMATH articles by "Príncipe, José Carlos"
Published as: Principe, Jose C.; Príncipe, José C.; Principe, José C.; Principe, J. C.; Principe, Jose; Príncipe, José Carlos; Prı’ncipe, José C.; Príncipe, Jose C.; Prıńcipe, José C.
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Co-Authors

1 single-authored
27 Erdogmus, Deniz
12 Chen, Badong
8 Hild, Kenneth E. II
8 Liu, Weifeng
6 Pokharel, Puskal P.
6 Rao, Yadunandana N.
5 Paiva, António R. C.
5 Park, Il Memming
5 Sanchez, Justin C.
5 Xu, Jian-Wu
5 Yu, Shujian
4 Rao, Murali
4 Santamaría, Ignacio
4 Seth, Sohan
4 Zhao, Haiquan
4 Zheng, Nanning
3 Eltoft, Torbjørn
3 Han, Seungju
3 Jenssen, Robert
3 Kim, Sung-Phil
3 Pardalos, Panos M.
2 Alonso-Betanzos, Amparo
2 Barros, Allan Kardec
2 Castillo, Enrique F.
2 Chen, Yunmei
2 Cho, Jeongho
2 Darmanjian, Shalom
2 Fitzsimmons, Jeffrey R.
2 Fontenla-Romero, Oscar
2 Gao, Jianbo
2 Haykin, Simon S.
2 Hegde, Anant
2 Jeong, Kyu-Hwa
2 Kuo, Jyh-Ming
2 Larsson, Erik G.
2 Lázaro, Marcelino
2 Li, Kan
2 Motter, Mark A.
2 Ozturk, Mustafa C.
2 Pantaleón, Carlos
2 Rao, Sudhir M.
2 Wang, Guangmin
2 Wang, Yiwen
2 Xing, Lei
2 Xu, Dongming
2 Yan, Rui
2 Zhao, Qun
2 Zhu, Pingping
1 Abraham, Zubin
1 Agrawal, Rati
1 Almeida, Luís B.
1 Angelov, Plamen Parvanov
1 Bakardjian, Hovagim
1 Belavkin, Roman V.
1 Bradley, Margaret
1 Brockmeier, Austin J.
1 Cao, Yinhe
1 Cao, Zheng
1 Carvalho, Alexandre R. F.
1 Choi, John S.
1 Cichocki, Andrzej
1 Cinar, Goktug T.
1 Comminiello, Danilo
1 Dang, Lujuan
1 de Oliveira, Pedro G.
1 De Vries, Bert J. M.
1 Duan, Dongliang
1 Duan, Shiyu
1 Edmonson, William W.
1 Estévez, Pablo A.
1 Fancourt, Craig L.
1 Feichtinger, Hans Georg
1 Fisher, John W. III
1 Fitzsimmons, Jeffery
1 Francis, Joseph T.
1 Freire, Raimundo Carlos Silvério
1 Garani, Shayan Srinivasa
1 Gu, Lingyun
1 Gu, Xiaowei
1 Gu, Yuantao
1 Guijarro-Berdiñas, Bertha
1 Gunduz, Aysegul
1 Guo, Weigang
1 Harris, John G.
1 Hasanbelliu, Erion
1 Hild, Kenneth E. jun.
1 Houzeaux, Guillaume
1 Hu, BaoGang
1 Hu, Jinchun
1 Huijse, Pablo
1 Jesus, Luis M. T.
1 Kangin, Dmitry
1 Kim, Munchurl
1 Kriminger, Evan G.
1 Lan, Jing
1 Lang, Peter
1 Lefebvre, Curt
1 Lehn-Schiøler, Tue
1 Li, Ruijiang
1 Liu, Xi
...and 52 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

72 Publications have been cited 461 times in 270 Documents Cited by Year
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
65
2007
Information theoretic learning. Renyi’s entropy and kernel perspectives. Zbl 1206.94003
Principe, José C.
64
2010
Generalized correlation function: definition, properties, and application to blind equalization. Zbl 1374.94594
Santamaria, I.; Pokharel, P. P.; Principe, J. C.
26
2006
Maximum correntropy Kalman filter. Zbl 1352.93095
Chen, Badong; Liu, Xi; Zhao, Haiquan; Principe, Jose C.
24
2017
Generalized correntropy for robust adaptive filtering. Zbl 1414.94113
Chen, Badong; Xing, Lei; Zhao, Haiquan; Zheng, Nanning; Prı’ncipe, José C.
18
2016
Learning from examples with information theoretic criteria. Zbl 0965.68135
Principe, Jose C.; Xu, Dongxin; Zhao, Qun; Fisher, John W. III
14
2000
A variational subgrid scale model for transient incompressible flows. Zbl 1184.76802
Houzeaux, G.; Principe, J.
14
2008
Analysis and design of echo state networks. Zbl 1125.68102
Ozturk, Mustafa C.; Xu, Dongming; Príncipe, José C.
13
2007
The C-loss function for pattern classification. Zbl 1326.68253
Singh, Abhishek; Pokharel, Rosha; Principe, Jose
12
2014
The kernel least-mean-square algorithm. Zbl 1390.94278
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
11
2008
A reproducing kernel Hilbert space framework for spike train signal processing. Zbl 1178.68452
Paiva, António R. C.; Park, Il; Príncipe, José C.
11
2009
Blind source separation using Renyi’s \(\alpha\)-marginal entropies. Zbl 1047.68097
Erdogmus, Deniz; Hild, Kenneth E. II; Principe, Jose C.
10
2002
Prediction of chaotic time series with neural networks and the issue of dynamic modeling. Zbl 0900.62497
Principe, Jose C.; Rathie, Alok; Kuo, Jyh-Ming
10
1992
Correntropy as a novel measure for nonlinearity tests. Zbl 1151.94366
Gunduz, Aysegul; Principe, Jose C.
9
2009
Extended kernel recursive least squares algorithm. Zbl 1391.94306
Liu, Weifeng; Park, Il; Wang, Yiwen; Príncipe, José C.
8
2009
Lower and upper bounds for misclassification probability based on Renyi’s information. Zbl 1073.94507
Erdogmus, Deniz; Principe, Jose C.
8
2004
A reproducing kernel Hilbert space framework for information-theoretic learning. Zbl 1390.68560
Xu, Jian-Wu; Paiva, António R. C.; Park, Il; Principe, Jose C.
6
2008
Detection of weak transitions in signal dynamics using recurrence time statistics. Zbl 1032.94503
Gao, J. B.; Cao, Yinhe; Gu, Lingyun; Harris, J. G.; Principe, J. C.
6
2003
Kernel affine projection algorithms. Zbl 1184.68411
Liu, Weifeng; Príncipe, José C.
5
2008
The correntropy MACE filter. Zbl 1178.68500
Jeong, Kyu-Hwa; Liu, Weifeng; Han, Seungju; Hasanbelliu, Erion; Principe, Jose C.
5
2009
On the optimization properties of the correntropic loss function in data analysis. Zbl 1298.90072
Syed, Mujahid N.; Pardalos, Panos M.; Principe, Jose C.
5
2014
A low complexity robust detector in impulsive noise. Zbl 1178.94149
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
4
2009
Some further results on the minimum error entropy estimation. Zbl 1306.62038
Chen, Badong; Principe, Jose C.
4
2012
Vector quantization using information theoretic concepts. Zbl 1101.68566
Lehn-Schiøler, Tue; Hegde, Anant; Erdogmus, Deniz; Principe, Jose C.
4
2005
\(\Delta \)-entropy: definition, properties and applications in system identification with quantized data. Zbl 1227.93125
Chen, Badong; Zhu, Yu; Hu, Jinchun; Prıńcipe, José C.
4
2011
Robust support vector machines based on the rescaled hinge loss function. Zbl 1429.68242
Xu, Guibiao; Cao, Zheng; Hu, Bao-Gang; Principe, Jose C.
4
2017
A mutual information extension to the matched filter. Zbl 1148.94397
Erdogmus, Deniz; Agrawal, Rati; Principe, Jose C.
4
2005
Stochastic blind equalization based on PDF fitting using Parzen estimator. Zbl 1373.62145
Lázaro, Marcelino; Santamaría, Ignacio; Erdogmus, Deniz; Hild, Kenneth E.; Pantaleón, Carlos; Principe, Jose C.
4
2005
The gamma filter – A new class of adaptive IIR filters with restricted feedback. Zbl 0825.93878
Principe, Jose C.; de Vries, Bert; de Oliveira, Pedro G.
3
1993
Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces. Zbl 1182.92016
Wang, Yiwen; Paiva, António R. C.; Príncipe, José C.; Sanchez, Justin C.
3
2009
Proportionate minimum error entropy algorithm for sparse system identification. Zbl 1338.94049
Wu, Zongze; Peng, Siyuan; Chen, Badong; Zhao, Haiquan; Principe, Jose C.
3
2015
On the smoothed minimum error entropy criterion. Zbl 1306.62039
Chen, Badong; Principe, Jose C.
3
2012
Information cut for clustering using a gradient descent approach. Zbl 1118.68141
Jenssen, Robert; Erdogmus, Deniz; Hild, Kenneth E. II; Principe, Jose C.; Eltoft, Torbjørn
3
2007
The Cauchy–Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels. Zbl 1105.93001
Jenssen, Robert; Principe, Jose C.; Erdogmus, Deniz; Eltoft, Torbjørn
3
2006
An associative memory readout for ESNs with applications to dynamical pattern recognition. Zbl 1132.68654
Ozturk, Mustafa C.; Principe, José C.
3
2007
A unifying criterion for instantaneous blind source separation based on correntropy. Zbl 1186.94204
Li, Ruijiang; Liu, Weifeng; Principe, Jose C.
3
2007
Information theoretic learning with adaptive kernels. Zbl 1203.94001
Singh, Abhishek; Príncipe, José C.
3
2011
A unified framework for quadratic measures of independence. Zbl 1392.94698
Seth, Sohan; Rao, Murali; Park, Il; Príncipe, José C.
3
2011
A novel extended kernel recursive least squares algorithm. Zbl 1254.94020
Zhu, Pingping; Chen, Badong; Príncipe, José C.
3
2012
A new nonlinear similarity measure for multichannel signals. Zbl 1254.94019
Xu, Jian-Wu; Bakardjian, Hovagim; Cichocki, Andrzej; Principe, Jose C.
3
2008
Approximate reconstruction of bandlimited functions for the integrate and fire sampler. Zbl 1262.94011
Feichtinger, Hans G.; Príncipe, José C.; Romero, José Luis; Singh Alvarado, Alexander; Velasco, Gino Angelo
3
2012
Measures of entropy from data using infinitely divisible kernels. Zbl 1359.94360
Sanchez Giraldo, Luis Gonzalo; Rao, Murali; Principe, Jose C.
3
2015
Adaptive blind deconvolution of linear channels using Rényi’s entropy with Parzen window estimation. Zbl 1369.94464
Erdogmus, Deniz; Hild, Kenneth E.; Principe, Jose C.; Lazaro, Marcelino; Santamaria, Ignacio
3
2004
Kernel least mean square algorithm with constrained growth. Zbl 1151.94403
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
2
2009
Learning nonlinear generative models of time series with a Kalman filter in RKHS. Zbl 1394.94706
Zhu, Pingping; Chen, Badong; Principe, José C.
2
2014
Kernel learning for dynamic texture synthesis. Zbl 1408.94778
You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng
2
2016
Kernel risk-sensitive loss: definition, properties and application to robust adaptive filtering. Zbl 1414.94112
Chen, Badong; Xing, Lei; Xu, Bin; Zhao, Haiquan; Zheng, Nanning; Príncipe, José C.
2
2017
Transfer learning in adaptive filters: the nearest instance centroid-estimation kernel least-mean-square algorithm. Zbl 1414.94342
Li, Kan; Príncipe, José C.
2
2017
The Laplacian classifier. Zbl 1390.35060
Jenssen, Robert; Erdogmus, Deniz; Principe, Jose C.; Eltoft, Torbjørn
2
2007
A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS). Zbl 1186.94144
Han, Seungju; Rao, Sudhir; Erdogmus, Deniz; Jeong, Kyu-Hwa; Principe, Jose
2
2007
A test of independence based on a generalized correlation function. Zbl 1203.94080
Rao, Murali; Seth, Sohan; Xu, Jianwu; Chen, Yunmei; Tagare, Hemant; Príncipe, José C.
2
2011
Fast RLS-like algorithm for generalized eigendecomposition and its applications. Zbl 1071.94513
Rao, Yadunandana N.; Principe, Jose C.; Wong, Tan F.
2
2004
Multiplicative multifractal modeling and discrimination of human neuronal activity. Zbl 1194.92017
Zheng, Yi; Gao, Jianbo; Sanchez, Justin C.; Principe, Jose C.; Okun, Michael S.
2
2005
Strictly positive-definite spike train kernels for point-process divergences. Zbl 1311.92048
Park, Il Memming; Seth, Sohan; Rao, Murali; Príncipe, José C.
2
2012
Information theoretic signal processing. Zbl 1148.94353
Erdogmus, Deniz; Principe, Jose C.
2
2005
An analysis of entropy estimators for blind source separation. Zbl 1163.94345
Hild, Kenneth E. II; Erdogmus, Deniz; Principe, Jose C.
2
2006
Neural decoding with kernel-based metric learning. Zbl 1416.92033
Brockmeier, Austin J.; Choi, John S.; Kriminger, Evan G.; Francis, Joseph T.; Principe, Jose C.
2
2014
Error whitening criterion for adaptive filtering: theory and algorithms. Zbl 1370.93287
Rao, Yadunandana N.; Erdogmus, Deniz; Principe, Jose C.
2
2005
Beyond second-order statistics for learning: a pairwise interaction model for entropy estimation. Zbl 1065.62510
Erdogmus, Deniz; Principe, Jose C.; Hild, Kenneth E. II
1
2002
New directions in statistical signal processing: from systems to brain. Zbl 1190.62183
1
2007
Spatial-temporal clustering of neural data using linked-mixtures of hidden Markov models. Zbl 1192.94040
Darmanjian, Shalom; Principe, Jose
1
2009
Predictive multiple model switching control with the self-organizing map. Zbl 1015.93023
Motter, Mark A.; Principe, Jose C.
1
2002
Adaptive learning methods for nonlinear system modeling. Zbl 1398.68021
1
2018
Cooperative diversity of spectrum sensing for cognitive radio systems. Zbl 1392.94186
Duan, Dongliang; Yang, Liuqing; Principe, Jose C.
1
2010
Linear least-squares based methods for neural networks learning. Zbl 1037.68636
Fontenla-Romero, Oscar; Erdogmus, Deniz; Principe, J. C.; Alonso-Betanzos, Amparo; Castillo, Enrique
1
2003
Minimax mutual information approach for independent component analysis. Zbl 1089.68590
Erdogmus, Deniz; Hild, Kenneth E. II; Rao, Yadunandana N.; Príncipe, José C.
1
2004
Local linear PID controllers for nonlinear control. Zbl 1128.93335
Lan, J.; Cho, J.; Erdogmus, D.; Principe, J. C.; Motter, M. A.; Xu, J.
1
2005
Computation in a reduced KII network based on synchronization. Zbl 1109.92012
Xu, Dongming; Principe, José C.
1
2006
Boosted and linked mixtures of HMMs for brain-machine interfaces. Zbl 1184.68550
Darmanjian, Shalom; Principe, Jose C.
1
2008
Conditional association. Zbl 1311.92050
Seth, Sohan; Príncipe, José C.
1
2012
Quantifying spatio-temporal dependencies in epileptic ECOG. Zbl 1160.94334
Hegde, Anant; Erdogmus, Deniz; Shiau, Deng S.; Principe, Jose C.; Sackellares, Chris J.
1
2005
Understanding autoencoders with information theoretic concepts. Zbl 1458.68197
Yu, Shujian; Príncipe, José C.
1
2019
Understanding autoencoders with information theoretic concepts. Zbl 1458.68197
Yu, Shujian; Príncipe, José C.
1
2019
Adaptive learning methods for nonlinear system modeling. Zbl 1398.68021
1
2018
Maximum correntropy Kalman filter. Zbl 1352.93095
Chen, Badong; Liu, Xi; Zhao, Haiquan; Principe, Jose C.
24
2017
Robust support vector machines based on the rescaled hinge loss function. Zbl 1429.68242
Xu, Guibiao; Cao, Zheng; Hu, Bao-Gang; Principe, Jose C.
4
2017
Kernel risk-sensitive loss: definition, properties and application to robust adaptive filtering. Zbl 1414.94112
Chen, Badong; Xing, Lei; Xu, Bin; Zhao, Haiquan; Zheng, Nanning; Príncipe, José C.
2
2017
Transfer learning in adaptive filters: the nearest instance centroid-estimation kernel least-mean-square algorithm. Zbl 1414.94342
Li, Kan; Príncipe, José C.
2
2017
Generalized correntropy for robust adaptive filtering. Zbl 1414.94113
Chen, Badong; Xing, Lei; Zhao, Haiquan; Zheng, Nanning; Prı’ncipe, José C.
18
2016
Kernel learning for dynamic texture synthesis. Zbl 1408.94778
You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng
2
2016
Proportionate minimum error entropy algorithm for sparse system identification. Zbl 1338.94049
Wu, Zongze; Peng, Siyuan; Chen, Badong; Zhao, Haiquan; Principe, Jose C.
3
2015
Measures of entropy from data using infinitely divisible kernels. Zbl 1359.94360
Sanchez Giraldo, Luis Gonzalo; Rao, Murali; Principe, Jose C.
3
2015
The C-loss function for pattern classification. Zbl 1326.68253
Singh, Abhishek; Pokharel, Rosha; Principe, Jose
12
2014
On the optimization properties of the correntropic loss function in data analysis. Zbl 1298.90072
Syed, Mujahid N.; Pardalos, Panos M.; Principe, Jose C.
5
2014
Learning nonlinear generative models of time series with a Kalman filter in RKHS. Zbl 1394.94706
Zhu, Pingping; Chen, Badong; Principe, José C.
2
2014
Neural decoding with kernel-based metric learning. Zbl 1416.92033
Brockmeier, Austin J.; Choi, John S.; Kriminger, Evan G.; Francis, Joseph T.; Principe, Jose C.
2
2014
Some further results on the minimum error entropy estimation. Zbl 1306.62038
Chen, Badong; Principe, Jose C.
4
2012
On the smoothed minimum error entropy criterion. Zbl 1306.62039
Chen, Badong; Principe, Jose C.
3
2012
A novel extended kernel recursive least squares algorithm. Zbl 1254.94020
Zhu, Pingping; Chen, Badong; Príncipe, José C.
3
2012
Approximate reconstruction of bandlimited functions for the integrate and fire sampler. Zbl 1262.94011
Feichtinger, Hans G.; Príncipe, José C.; Romero, José Luis; Singh Alvarado, Alexander; Velasco, Gino Angelo
3
2012
Strictly positive-definite spike train kernels for point-process divergences. Zbl 1311.92048
Park, Il Memming; Seth, Sohan; Rao, Murali; Príncipe, José C.
2
2012
Conditional association. Zbl 1311.92050
Seth, Sohan; Príncipe, José C.
1
2012
\(\Delta \)-entropy: definition, properties and applications in system identification with quantized data. Zbl 1227.93125
Chen, Badong; Zhu, Yu; Hu, Jinchun; Prıńcipe, José C.
4
2011
Information theoretic learning with adaptive kernels. Zbl 1203.94001
Singh, Abhishek; Príncipe, José C.
3
2011
A unified framework for quadratic measures of independence. Zbl 1392.94698
Seth, Sohan; Rao, Murali; Park, Il; Príncipe, José C.
3
2011
A test of independence based on a generalized correlation function. Zbl 1203.94080
Rao, Murali; Seth, Sohan; Xu, Jianwu; Chen, Yunmei; Tagare, Hemant; Príncipe, José C.
2
2011
Information theoretic learning. Renyi’s entropy and kernel perspectives. Zbl 1206.94003
Principe, José C.
64
2010
Cooperative diversity of spectrum sensing for cognitive radio systems. Zbl 1392.94186
Duan, Dongliang; Yang, Liuqing; Principe, Jose C.
1
2010
A reproducing kernel Hilbert space framework for spike train signal processing. Zbl 1178.68452
Paiva, António R. C.; Park, Il; Príncipe, José C.
11
2009
Correntropy as a novel measure for nonlinearity tests. Zbl 1151.94366
Gunduz, Aysegul; Principe, Jose C.
9
2009
Extended kernel recursive least squares algorithm. Zbl 1391.94306
Liu, Weifeng; Park, Il; Wang, Yiwen; Príncipe, José C.
8
2009
The correntropy MACE filter. Zbl 1178.68500
Jeong, Kyu-Hwa; Liu, Weifeng; Han, Seungju; Hasanbelliu, Erion; Principe, Jose C.
5
2009
A low complexity robust detector in impulsive noise. Zbl 1178.94149
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
4
2009
Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces. Zbl 1182.92016
Wang, Yiwen; Paiva, António R. C.; Príncipe, José C.; Sanchez, Justin C.
3
2009
Kernel least mean square algorithm with constrained growth. Zbl 1151.94403
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
2
2009
Spatial-temporal clustering of neural data using linked-mixtures of hidden Markov models. Zbl 1192.94040
Darmanjian, Shalom; Principe, Jose
1
2009
A variational subgrid scale model for transient incompressible flows. Zbl 1184.76802
Houzeaux, G.; Principe, J.
14
2008
The kernel least-mean-square algorithm. Zbl 1390.94278
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
11
2008
A reproducing kernel Hilbert space framework for information-theoretic learning. Zbl 1390.68560
Xu, Jian-Wu; Paiva, António R. C.; Park, Il; Principe, Jose C.
6
2008
Kernel affine projection algorithms. Zbl 1184.68411
Liu, Weifeng; Príncipe, José C.
5
2008
A new nonlinear similarity measure for multichannel signals. Zbl 1254.94019
Xu, Jian-Wu; Bakardjian, Hovagim; Cichocki, Andrzej; Principe, Jose C.
3
2008
Boosted and linked mixtures of HMMs for brain-machine interfaces. Zbl 1184.68550
Darmanjian, Shalom; Principe, Jose C.
1
2008
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
65
2007
Analysis and design of echo state networks. Zbl 1125.68102
Ozturk, Mustafa C.; Xu, Dongming; Príncipe, José C.
13
2007
Information cut for clustering using a gradient descent approach. Zbl 1118.68141
Jenssen, Robert; Erdogmus, Deniz; Hild, Kenneth E. II; Principe, Jose C.; Eltoft, Torbjørn
3
2007
An associative memory readout for ESNs with applications to dynamical pattern recognition. Zbl 1132.68654
Ozturk, Mustafa C.; Principe, José C.
3
2007
A unifying criterion for instantaneous blind source separation based on correntropy. Zbl 1186.94204
Li, Ruijiang; Liu, Weifeng; Principe, Jose C.
3
2007
The Laplacian classifier. Zbl 1390.35060
Jenssen, Robert; Erdogmus, Deniz; Principe, Jose C.; Eltoft, Torbjørn
2
2007
A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS). Zbl 1186.94144
Han, Seungju; Rao, Sudhir; Erdogmus, Deniz; Jeong, Kyu-Hwa; Principe, Jose
2
2007
New directions in statistical signal processing: from systems to brain. Zbl 1190.62183
1
2007
Generalized correlation function: definition, properties, and application to blind equalization. Zbl 1374.94594
Santamaria, I.; Pokharel, P. P.; Principe, J. C.
26
2006
The Cauchy–Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels. Zbl 1105.93001
Jenssen, Robert; Principe, Jose C.; Erdogmus, Deniz; Eltoft, Torbjørn
3
2006
An analysis of entropy estimators for blind source separation. Zbl 1163.94345
Hild, Kenneth E. II; Erdogmus, Deniz; Principe, Jose C.
2
2006
Computation in a reduced KII network based on synchronization. Zbl 1109.92012
Xu, Dongming; Principe, José C.
1
2006
Vector quantization using information theoretic concepts. Zbl 1101.68566
Lehn-Schiøler, Tue; Hegde, Anant; Erdogmus, Deniz; Principe, Jose C.
4
2005
A mutual information extension to the matched filter. Zbl 1148.94397
Erdogmus, Deniz; Agrawal, Rati; Principe, Jose C.
4
2005
Stochastic blind equalization based on PDF fitting using Parzen estimator. Zbl 1373.62145
Lázaro, Marcelino; Santamaría, Ignacio; Erdogmus, Deniz; Hild, Kenneth E.; Pantaleón, Carlos; Principe, Jose C.
4
2005
Multiplicative multifractal modeling and discrimination of human neuronal activity. Zbl 1194.92017
Zheng, Yi; Gao, Jianbo; Sanchez, Justin C.; Principe, Jose C.; Okun, Michael S.
2
2005
Information theoretic signal processing. Zbl 1148.94353
Erdogmus, Deniz; Principe, Jose C.
2
2005
Error whitening criterion for adaptive filtering: theory and algorithms. Zbl 1370.93287
Rao, Yadunandana N.; Erdogmus, Deniz; Principe, Jose C.
2
2005
Local linear PID controllers for nonlinear control. Zbl 1128.93335
Lan, J.; Cho, J.; Erdogmus, D.; Principe, J. C.; Motter, M. A.; Xu, J.
1
2005
Quantifying spatio-temporal dependencies in epileptic ECOG. Zbl 1160.94334
Hegde, Anant; Erdogmus, Deniz; Shiau, Deng S.; Principe, Jose C.; Sackellares, Chris J.
1
2005
Lower and upper bounds for misclassification probability based on Renyi’s information. Zbl 1073.94507
Erdogmus, Deniz; Principe, Jose C.
8
2004
Adaptive blind deconvolution of linear channels using Rényi’s entropy with Parzen window estimation. Zbl 1369.94464
Erdogmus, Deniz; Hild, Kenneth E.; Principe, Jose C.; Lazaro, Marcelino; Santamaria, Ignacio
3
2004
Fast RLS-like algorithm for generalized eigendecomposition and its applications. Zbl 1071.94513
Rao, Yadunandana N.; Principe, Jose C.; Wong, Tan F.
2
2004
Minimax mutual information approach for independent component analysis. Zbl 1089.68590
Erdogmus, Deniz; Hild, Kenneth E. II; Rao, Yadunandana N.; Príncipe, José C.
1
2004
Detection of weak transitions in signal dynamics using recurrence time statistics. Zbl 1032.94503
Gao, J. B.; Cao, Yinhe; Gu, Lingyun; Harris, J. G.; Principe, J. C.
6
2003
Linear least-squares based methods for neural networks learning. Zbl 1037.68636
Fontenla-Romero, Oscar; Erdogmus, Deniz; Principe, J. C.; Alonso-Betanzos, Amparo; Castillo, Enrique
1
2003
Blind source separation using Renyi’s \(\alpha\)-marginal entropies. Zbl 1047.68097
Erdogmus, Deniz; Hild, Kenneth E. II; Principe, Jose C.
10
2002
Beyond second-order statistics for learning: a pairwise interaction model for entropy estimation. Zbl 1065.62510
Erdogmus, Deniz; Principe, Jose C.; Hild, Kenneth E. II
1
2002
Predictive multiple model switching control with the self-organizing map. Zbl 1015.93023
Motter, Mark A.; Principe, Jose C.
1
2002
Learning from examples with information theoretic criteria. Zbl 0965.68135
Principe, Jose C.; Xu, Dongxin; Zhao, Qun; Fisher, John W. III
14
2000
The gamma filter – A new class of adaptive IIR filters with restricted feedback. Zbl 0825.93878
Principe, Jose C.; de Vries, Bert; de Oliveira, Pedro G.
3
1993
Prediction of chaotic time series with neural networks and the issue of dynamic modeling. Zbl 0900.62497
Principe, Jose C.; Rathie, Alok; Kuo, Jyh-Ming
10
1992
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Cited by 617 Authors

30 Príncipe, José Carlos
21 Chen, Badong
7 Feng, Yunlong
7 Hu, Ting
7 Wu, Qiang
7 Zhao, Haiquan
6 Billings, Stephen A.
5 Zhou, Dingxuan
4 Erdogmus, Deniz
4 Fan, Jun
4 Liu, Weifeng
4 Rastëgin, Alekseĭ Èduardovich
4 Sun, Huaijiang
4 Yang, Liming
3 Aguirre, Luis Antonio
3 Hodtani, Ghosheh Abed
3 Hu, BaoGang
3 Jaeger, Herbert
3 Jenssen, Robert
3 Jiang, Yingchun
3 Kamimura, Ryotaro
3 Kurths, Jürgen
3 Li, Yingsong
3 Liu, Xi
3 Liu, Zhigui
3 Ma, Wentao
3 Ozturk, Mustafa C.
3 Pardalos, Panos M.
3 Ren, Mifeng
3 Ren, Zhenwen
3 Villmann, Thomas
3 Wang, Shiyuan
3 Wang, Yidan
3 Wang, Yiwen
3 Yu, Shujian
3 Zhang, Jianhua
3 Zhang, Xiaoqian
2 Attux, Romis
2 Brockmeier, Austin J.
2 Cao, Jiuwen
2 Chen, Yunmei
2 Coca, Daniel
2 Deng, Shuwei
2 Donner, Reik V.
2 Duan, Jiandong
2 Duan, Shukai
2 Easter Selvan, S.
2 Feng, Xinghua
2 Geweniger, T.
2 Gnecco, Giorgio
2 Gui, Guan
2 He, Zhangming
2 Heravi, Ahmad Reza
2 Honeine, Paul
2 Hou, Guolian
2 Hu, Jinchun
2 Källberg, David
2 Lughofer, Edwin
2 Lukoševičius, Mantas
2 Neves, Aline
2 Ozertem, Umut
2 Pan, Gang
2 Pokharel, Puskal P.
2 Qian, Cunle
2 Qiao, Junfei
2 Qiu, Tianshuang
2 Raja, Muhammad Asif Zahoor
2 Rao, Murali
2 Seleznjev, Oleg
2 Seth, Sohan
2 Srivastava, Anuj
2 Sun, Xuyun
2 Suykens, Johan A. K.
2 Syed, Mujahid N.
2 Tian, Jingfeng
2 Wang, Dayi
2 Wang, Guangmin
2 Wang, Jiongqi
2 Wang, Lidan
2 Wang, Yanyan
2 Wang, Yueming
2 Wang, Yulong
2 Wei, Hualiang
2 Wu, Zongze
2 Xu, Jian-Wu
2 Yamada, Isao
2 Ying, Yiming
2 Yuan, Chao
2 Zennaro, Fabio Massimo
2 Zheng, Nanning
2 Zheng, Xiaoxiang
2 Zhou, Haiyin
2 Zhu, Yu
2 Zou, Yong
1 Abraham, Zubin
1 Absil, Pierre-Antoine
1 Achkar, Roger
1 Acu, Ana Maria
1 Ahmad, Zohaib
1 Al-Ani, Ahmed
...and 517 more Authors
all top 5

Cited in 87 Serials

26 Neural Computation
19 Journal of the Franklin Institute
19 Neural Networks
16 Information Sciences
11 Pattern Recognition
10 Signal Processing
9 Entropy
8 Circuits, Systems, and Signal Processing
6 Automatica
6 Applied and Computational Harmonic Analysis
6 Nonlinear Dynamics
5 Analysis and Applications (Singapore)
4 Physica A
4 International Journal of Adaptive Control and Signal Processing
4 Chaos
4 Journal of Machine Learning Research (JMLR)
3 Journal of Mathematical Analysis and Applications
3 Chaos, Solitons and Fractals
3 Physica D
3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
3 Journal of Computational Neuroscience
3 Mathematical Problems in Engineering
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Optimization Letters
3 Computational & Mathematical Methods in Medicine
3 EURASIP Journal on Advances in Signal Processing
3 International Journal of Systems Science. Principles and Applications of Systems and Integration
2 Biological Cybernetics
2 Computers & Mathematics with Applications
2 International Journal of Control
2 International Journal of General Systems
2 Inverse Problems
2 Applied Mathematics and Computation
2 Computational Statistics and Data Analysis
2 Complexity
2 Data Mining and Knowledge Discovery
2 EURASIP Journal on Applied Signal Processing
2 Natural Computing
2 Quantum Information Processing
2 The Annals of Applied Statistics
2 Symmetry
2 Asian Journal of Control
1 Artificial Intelligence
1 International Journal of Systems Science
1 Mathematical Methods in the Applied Sciences
1 Physics Letters. A
1 Physics Reports
1 The Annals of Statistics
1 Journal of Approximation Theory
1 Journal of Multivariate Analysis
1 Kybernetika
1 Systems & Control Letters
1 Journal of Complexity
1 Econometric Reviews
1 International Journal of Approximate Reasoning
1 Journal of Scientific Computing
1 Multidimensional Systems and Signal Processing
1 Machine Learning
1 Communications in Statistics. Theory and Methods
1 Foundations of Computing and Decision Sciences
1 Cybernetics and Systems Analysis
1 International Journal of Computer Vision
1 Annals of Mathematics and Artificial Intelligence
1 Journal of Nonparametric Statistics
1 Differential Equations and Dynamical Systems
1 Abstract and Applied Analysis
1 PAA. Pattern Analysis and Applications
1 Journal of Applied Statistics
1 Communications in Nonlinear Science and Numerical Simulation
1 CEJOR. Central European Journal of Operations Research
1 Probability in the Engineering and Informational Sciences
1 Methodology and Computing in Applied Probability
1 Brazilian Journal of Probability and Statistics
1 Quantitative Finance
1 Discrete and Continuous Dynamical Systems. Series B
1 Communications on Pure and Applied Analysis
1 Computational Biology and Chemistry
1 Advances in Difference Equations
1 Journal of Control Theory and Applications
1 New Mathematics and Natural Computation
1 Statistical Methodology
1 Journal of Fixed Point Theory and Applications
1 RAIRO. Theoretical Informatics and Applications
1 Journal of Computational and Graphical Statistics
1 The Journal of Mathematical Neuroscience
1 Computer Science Review
1 Mathematical Foundations of Computing

Citations by Year