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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, J.; Principe, J. C.; Principe, Jose; Principe, Jose C.; Principe, José C.; Príncipe, Jose C.; Príncipe, José C.; Príncipe, José Carlos; Prı’ncipe, José C.; Prıńcipe, José C.
Documents Indexed: 108 Publications since 1992, including 7 Books
all top 5

Co-Authors

1 single-authored
27 Erdogmus, Deniz
11 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
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 Pardalos, Panos M.
2 Rao, Sudhir M.
2 Singh, Abhishek
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 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 de Oliveira, Pedro G.
1 De Vries, Bert J. M.
1 Duan, Dongliang
1 Duan, Shiyu
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 Gonzalez, Rafael C.
1 Gu, Lingyun
1 Gu, Xiaowei
1 Guijarro-Berdiñas, Bertha
1 Gunduz, Aysegul
1 Guo, Weigang
1 Harris, John G.
1 Hasanbelliu, Erion
1 Hild, Kenneth E. jun.
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
1 Luengo, David
1 Lv, Feiya
1 Martinez, Roberto E. II
...and 45 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

72 Publications have been cited 409 times in 250 Documents Cited by Year
Information theoretic learning. Renyi’s entropy and kernel perspectives. Zbl 1206.94003
Principe, José C.
54
2010
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
54
2007
Generalized correlation function: definition, properties, and application to blind equalization. Zbl 1374.94594
Santamaria, I.; Pokharel, P. P.; Principe, J. C.
24
2006
Learning from examples with information theoretic criteria. Zbl 0965.68135
Principe, Jose C.; Xu, Dongxin; Zhao, Qun; Fisher, John W. III
17
2000
Maximum correntropy Kalman filter. Zbl 1352.93095
Chen, Badong; Liu, Xi; Zhao, Haiquan; Principe, Jose C.
16
2017
Generalized correntropy for robust adaptive filtering. Zbl 1414.94113
Chen, Badong; Xing, Lei; Zhao, Haiquan; Zheng, Nanning; Prı’ncipe, José C.
13
2016
Analysis and design of echo state networks. Zbl 1125.68102
Ozturk, Mustafa C.; Xu, Dongming; Príncipe, José C.
12
2007
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
A variational subgrid scale model for transient incompressible flows. Zbl 1184.76802
Houzeaux, G.; Principe, J.
11
2008
The kernel least-mean-square algorithm. Zbl 1390.94278
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
10
2008
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
The C-loss function for pattern classification. Zbl 1326.68253
Singh, Abhishek; Pokharel, Rosha; Principe, Jose
9
2014
Correntropy as a novel measure for nonlinearity tests. Zbl 1151.94366
Gunduz, Aysegul; Principe, Jose C.
9
2009
Blind source separation using Renyi’s \(\alpha\)-marginal entropies. Zbl 1047.68097
Erdogmus, Deniz; Hild, Kenneth E. II; Principe, Jose C.
9
2002
Lower and upper bounds for misclassification probability based on Renyi’s information. Zbl 1073.94507
Erdogmus, Deniz; Principe, Jose C.
8
2004
Extended kernel recursive least squares algorithm. Zbl 1391.94306
Liu, Weifeng; Park, Il; Wang, Yiwen; Príncipe, José C.
7
2009
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
The correntropy MACE filter. Zbl 1178.68500
Jeong, Kyu-Hwa; Liu, Weifeng; Han, Seungju; Hasanbelliu, Erion; Principe, Jose C.
5
2009
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.
5
2008
Kernel affine projection algorithms. Zbl 1184.68411
Liu, Weifeng; Príncipe, José C.
5
2008
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
Some further results on the minimum error entropy estimation. Zbl 1306.62038
Chen, Badong; Principe, Jose C.
4
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
A low complexity robust detector in impulsive noise. Zbl 1178.94149
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
4
2009
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
A mutual information extension to the matched filter. Zbl 1148.94397
Erdogmus, Deniz; Agrawal, Rati; Principe, Jose C.
4
2005
Vector quantization using information theoretic concepts. Zbl 1101.68566
Lehn-Schiøler, Tue; Hegde, Anant; Erdogmus, Deniz; Principe, Jose C.
4
2005
Measures of entropy from data using infinitely divisible kernels. Zbl 1359.94360
Sanchez Giraldo, Luis Gonzalo; Rao, Murali; Principe, Jose C.
3
2015
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
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
A unified framework for quadratic measures of independence. Zbl 1392.94698
Seth, Sohan; Rao, Murali; Park, Il; Príncipe, José C.
3
2011
Information theoretic learning with adaptive kernels. Zbl 1203.94001
Singh, Abhishek; Príncipe, José C.
3
2011
A new nonlinear similarity measure for multichannel signals. Zbl 1254.94019
Xu, Jian-Wu; Bakardjian, Hovagim; Cichocki, Andrzej; Principe, Jose C.
3
2008
A unifying criterion for instantaneous blind source separation based on correntropy. Zbl 1186.94204
Li, Ruijiang; Liu, Weifeng; Principe, Jose C.
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
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
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
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
Kernel learning for dynamic texture synthesis. Zbl 1408.94778
You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng
2
2016
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
On the optimization properties of the correntropic loss function in data analysis. Zbl 1298.90072
Syed, Mujahid N.; Pardalos, Panos M.; Principe, Jose C.
2
2014
A novel extended kernel recursive least squares algorithm. Zbl 1254.94020
Zhu, Pingping; Chen, Badong; Príncipe, José C.
2
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
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
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.
2
2009
Kernel least mean square algorithm with constrained growth. Zbl 1151.94403
Pokharel, Puskal P.; Liu, Weifeng; Principe, Jose C.
2
2009
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
An analysis of entropy estimators for blind source separation. Zbl 1163.94345
Hild, Kenneth E. II; Erdogmus, Deniz; Principe, Jose C.
2
2006
Error whitening criterion for adaptive filtering: theory and algorithms. Zbl 1370.93287
Rao, Yadunandana N.; Erdogmus, Deniz; Principe, Jose C.
2
2005
Information theoretic signal processing. Zbl 1148.94353
Erdogmus, Deniz; Principe, Jose C.
2
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
Fast RLS-like algorithm for generalized eigendecomposition and its applications. Zbl 1071.94513
Rao, Yadunandana N.; Principe, Jose C.; Wong, Tan F.
2
2004
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.
2
1993
Adaptive learning methods for nonlinear system modeling. Zbl 1398.68021
Comminiello, Danilo (ed.); Príncipe, José C. (ed.)
1
2018
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.
1
2017
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.
1
2014
Extraction of signals with specific temporal structure using kernel methods. Zbl 1392.94438
Santana, Eder; Principe, Jose C.; Santana, Ewaldo Eder; Freire, Raimundo Carlos Silvério; Barros, Allan Kardec
1
2010
Cooperative diversity of spectrum sensing for cognitive radio systems. Zbl 1392.94186
Duan, Dongliang; Yang, Liuqing; Principe, Jose C.
1
2010
Spatial-temporal clustering of neural data using linked-mixtures of hidden Markov models. Zbl 1192.94040
Darmanjian, Shalom; Principe, Jose
1
2009
Boosted and linked mixtures of HMMs for brain-machine interfaces. Zbl 1184.68550
Darmanjian, Shalom; Principe, Jose C.
1
2008
Computation in a reduced KII network based on synchronization. Zbl 1109.92012
Xu, Dongming; Principe, José C.
1
2006
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
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
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
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
Local modeling using self-organizing maps and single layer neural networks. Zbl 1013.68778
Fontenla-Romero, Oscar; Alonso-Betanzos, Amparo; Castillo, Enrique; Principe, Jose C.; Guijarro-Berdiñas, Bertha
1
2002
Predictive multiple model switching control with the self-organizing map. Zbl 1015.93023
Motter, Mark A.; Principe, Jose C.
1
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
Spatiotemporal models in biological and artificial systems. Workshop, Sintra, Portugal, November 6–8, 1996. Zbl 0878.68009
Silva, F. L. (ed.); Principe, J. C. (ed.); Almeida, L. B. (ed.)
1
1997
Adaptive learning methods for nonlinear system modeling. Zbl 1398.68021
Comminiello, Danilo (ed.); Príncipe, José C. (ed.)
1
2018
Maximum correntropy Kalman filter. Zbl 1352.93095
Chen, Badong; Liu, Xi; Zhao, Haiquan; Principe, Jose C.
16
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
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
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.
1
2017
Generalized correntropy for robust adaptive filtering. Zbl 1414.94113
Chen, Badong; Xing, Lei; Zhao, Haiquan; Zheng, Nanning; Prı’ncipe, José C.
13
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
Measures of entropy from data using infinitely divisible kernels. Zbl 1359.94360
Sanchez Giraldo, Luis Gonzalo; Rao, Murali; Principe, Jose C.
3
2015
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
The C-loss function for pattern classification. Zbl 1326.68253
Singh, Abhishek; Pokharel, Rosha; Principe, Jose
9
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
On the optimization properties of the correntropic loss function in data analysis. Zbl 1298.90072
Syed, Mujahid N.; Pardalos, Panos M.; Principe, Jose 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.
1
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
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
A novel extended kernel recursive least squares algorithm. Zbl 1254.94020
Zhu, Pingping; Chen, Badong; Príncipe, José C.
2
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
\(\Delta \)-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
A unified framework for quadratic measures of independence. Zbl 1392.94698
Seth, Sohan; Rao, Murali; Park, Il; Príncipe, José C.
3
2011
Information theoretic learning with adaptive kernels. Zbl 1203.94001
Singh, Abhishek; 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.
54
2010
Extraction of signals with specific temporal structure using kernel methods. Zbl 1392.94438
Santana, Eder; Principe, Jose C.; Santana, Ewaldo Eder; Freire, Raimundo Carlos Silvério; Barros, Allan Kardec
1
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.
7
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.
2
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.
11
2008
The kernel least-mean-square algorithm. Zbl 1390.94278
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
10
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.
5
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.
54
2007
Analysis and design of echo state networks. Zbl 1125.68102
Ozturk, Mustafa C.; Xu, Dongming; Príncipe, José C.
12
2007
A unifying criterion for instantaneous blind source separation based on correntropy. Zbl 1186.94204
Li, Ruijiang; Liu, Weifeng; Principe, Jose C.
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
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 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
Generalized correlation function: definition, properties, and application to blind equalization. Zbl 1374.94594
Santamaria, I.; Pokharel, P. P.; Principe, J. C.
24
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
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
A mutual information extension to the matched filter. Zbl 1148.94397
Erdogmus, Deniz; Agrawal, Rati; Principe, Jose C.
4
2005
Vector quantization using information theoretic concepts. Zbl 1101.68566
Lehn-Schiøler, Tue; Hegde, Anant; Erdogmus, Deniz; Principe, Jose C.
4
2005
Error whitening criterion for adaptive filtering: theory and algorithms. Zbl 1370.93287
Rao, Yadunandana N.; Erdogmus, Deniz; Principe, Jose C.
2
2005
Information theoretic signal processing. Zbl 1148.94353
Erdogmus, Deniz; Principe, Jose C.
2
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
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
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
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.
9
2002
Local modeling using self-organizing maps and single layer neural networks. Zbl 1013.68778
Fontenla-Romero, Oscar; Alonso-Betanzos, Amparo; Castillo, Enrique; Principe, Jose C.; Guijarro-Berdiñas, Bertha
1
2002
Predictive multiple model switching control with the self-organizing map. Zbl 1015.93023
Motter, Mark A.; Principe, Jose C.
1
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
Learning from examples with information theoretic criteria. Zbl 0965.68135
Principe, Jose C.; Xu, Dongxin; Zhao, Qun; Fisher, John W. III
17
2000
Spatiotemporal models in biological and artificial systems. Workshop, Sintra, Portugal, November 6–8, 1996. Zbl 0878.68009
Silva, F. L. (ed.); Principe, J. C. (ed.); Almeida, L. B. (ed.)
1
1997
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.
2
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
all top 5

Cited by 609 Authors

30 Príncipe, José Carlos
20 Chen, Badong
7 Houzeaux, Guillaume
7 Hu, Ting
7 Vazquez, Mariano
6 Billings, Stephen A.
5 Erdogmus, Deniz
5 Wu, Qiang
5 Zhao, Haiquan
5 Zhou, Dingxuan
4 Fan, Jun
4 Feng, Yunlong
4 Jenssen, Robert
4 Liu, Weifeng
4 Rastëgin, Alekseĭ Èduardovich
3 Aguirre, Luis Antonio
3 Hodtani, Ghosheh Abed
3 Hu, BaoGang
3 Jaeger, Herbert
3 Jiang, Yingchun
3 Kamimura, Ryotaro
3 Kurths, Jürgen
3 Li, Yingsong
3 Ma, Wentao
3 Ozturk, Mustafa C.
3 Pardalos, Panos M.
3 Ren, Mifeng
3 Sun, Huaijiang
3 Villmann, Thomas
3 Wang, Shiyuan
3 Wang, Yidan
3 Yang, Liming
3 Yu, Shujian
3 Zhang, Jianhua
2 Attux, Romis
2 Aubry, Romain
2 Bazilevs, Yuri
2 Brockmeier, Austin J.
2 Calmet, Hadrien
2 Cao, Jiuwen
2 Cela, Jose Maria
2 Chen, Yunmei
2 Coca, Daniel
2 Donner, Reik V.
2 Duan, Jiandong
2 Easter Selvan, S.
2 Eltoft, Torbjørn
2 Geweniger, T.
2 Gnecco, Giorgio
2 Gui, Guan
2 Heravi, Ahmad Reza
2 Honeine, Paul
2 Hou, Guolian
2 Hsu, Ming-Chen
2 Hu, Jinchun
2 Källberg, David
2 Liu, Xi
2 Liu, Zhigui
2 Lukoševičius, Mantas
2 Neves, Aline
2 Ozertem, Umut
2 Pokharel, Puskal P.
2 Qiao, Junfei
2 Qiu, Tianshuang
2 Raja, Muhammad Asif Zahoor
2 Rao, Murali
2 Ren, Zhenwen
2 Seleznjev, Oleg
2 Seth, Sohan
2 Srivastava, Anuj
2 Suykens, Johan A. K.
2 Syed, Mujahid N.
2 Tian, Jingfeng
2 Wang, Fei
2 Wang, Guangmin
2 Wang, Yanyan
2 Wang, Yulong
2 Wei, Hualiang
2 Wu, Wei
2 Wu, Zongze
2 Xu, Jian-Wu
2 Yamada, Isao
2 Ying, Yiming
2 Zennaro, Fabio Massimo
2 Zhang, Xiaoqian
2 Zheng, Nanning
2 Zhu, Yu
2 Zou, Yong
1 Abraham, Zubin
1 Absil, Pierre-Antoine
1 Achkar, Roger
1 Acu, Ana Maria
1 Ahmad, Zohaib
1 Akkerman, Ido
1 Al-Ani, Ahmed
1 Albu, Felix
1 Alexandre, Luís
1 Aliabadi, Shahrouz
1 Alonso-Betanzos, Amparo
1 Amigó, José María
...and 509 more Authors
all top 5

Cited in 82 Serials

20 Neural Computation
19 Neural Networks
17 Journal of the Franklin Institute
13 Pattern Recognition
12 Information Sciences
10 Signal Processing
9 Entropy
6 Circuits, Systems, and Signal Processing
6 Applied and Computational Harmonic Analysis
6 Nonlinear Dynamics
4 Computers and Fluids
4 International Journal of Adaptive Control and Signal Processing
4 Chaos
4 Analysis and Applications (Singapore)
3 Journal of Computational Physics
3 Applied Mathematics and Computation
3 Automatica
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 Journal of Machine Learning Research (JMLR)
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
2 Artificial Intelligence
2 Biological Cybernetics
2 Computers & Mathematics with Applications
2 Computer Methods in Applied Mechanics and Engineering
2 International Journal of Control
2 International Journal of General Systems
2 Journal of Mathematical Analysis and Applications
2 Physica A
2 Chaos, Solitons and Fractals
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 International Journal of Systems Science
1 Inverse Problems
1 Journal of Statistical Physics
1 Mathematical Methods in the Applied Sciences
1 Physics Letters. A
1 Journal of Approximation Theory
1 Kybernetika
1 Systems & Control Letters
1 Journal of Complexity
1 International Journal of Approximate Reasoning
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 SIAM Journal on Scientific Computing
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 Discrete and Continuous Dynamical Systems. Series B
1 Communications on Pure and Applied Analysis
1 Computational Biology and Chemistry
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 The Journal of Mathematical Neuroscience
1 Computer Science Review
1 International Journal of Systems Science. Principles and Applications of Systems and Integration

Citations by Year