Martínez-Ramón, Manel : rechercher sur Z-Library

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1

Support Vector Machines for Nonlinear Kernel ARMA System Identification

Martinez-Ramon, Manel, Rojo-Alvarez, Jos Luis, Camps-Valls, Gustavo, Munoz-Mari, Jordi, Navia-Vazquez, ngel, Soria-Olivas, Emilio, Figueiras-Vidal, Anbal R.

Journal:

IEEE Transactions on Neural Networks

Année:

2006

Langue:

english

Fichier:

PDF, 251 KB

english, 2006

2

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces

Tuia, Devis, Munoz-Mari, Jordi, Rojo-Alvarez, Jose Luis, Martinez-Ramon, Manel, Camps-Valls, Gustavo

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2014

3

Digital Signal Processing with Kernel Methods || Index

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Année:

2018

Langue:

english

Fichier:

PDF, 397 KB

english, 2018

4

Support Vector Machines With Constraints for Sparsity in the Primal Parameters

Gomez-Verdejo, Vanessa, Martinez-Ramon, Manel, Arenas-Garcia, JeroÌnimo, Lazaro-Gredilla, Miguel, Molina-Bulla, Harold

Journal:

IEEE Transactions on Neural Networks

Année:

2011

Langue:

english

Fichier:

PDF, 604 KB

english, 2011

5

Support Vector Machines for Antenna Array Processing and Electromagnetics

Martínez-Ramón, Manel, Christodoulou, Christos

Journal:

Synthesis Lectures on Computational Electromagnetics

Année:

2006

Langue:

english

Fichier:

PDF, 5.17 MB

english, 2006

6

Sparse Deconvolution Using Support Vector Machines

Rojo-Álvarez, JoséLuis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustavo, Cruz, Carlos, Figueiras-Vidal, Aníbal R

Journal:

EURASIP Journal on Advances in Signal Processing

Année:

2008

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2008

7

Digital Signal Processing with Kernel Methods || References

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Année:

2018

Langue:

english

Fichier:

PDF, 296 KB

english, 2018

8

Distribution feeder-level day-ahead peak load forecasting methods and comparative study

Chen, Tairen, Lehr, Jane M., Lavrova, Olga, Martínez-Ramón, Manel

Journal:

IET Generation Transmission & Distribution

Année:

2018

Langue:

english

Fichier:

PDF, 6.18 MB

english, 2018

9

An experimental method to merge far-field images from multiple longwave infrared sensors for short-term solar forecasting

Mammoli, Andrea, Terren-Serrano, Guillermo, Menicucci, Anthony, Caudell, Thomas P., Martínez-Ramón, Manel

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2019

10

[IEEE 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting - Atlanta, GA, USA (2019.7.7-2019.7.12)] 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting - Gaussian Process Regression for Array Interpolation

Gupta, Arjun, Christodoulou, Christos G., Martinez-Ramon, Manel, Rojo-Alvarez, Jose Luis

Année:

2019

Langue:

english

Fichier:

PDF, 243 KB

english, 2019

11

Automatic placement of outer volume suppression slices in MR spectroscopic imaging of the human brain

Manel Martínez-Ramón, Ascensión Gallardo-Antolín, Jesús Cid-Sueiro, Gregory L. Heileman, Kaung-Ti Yung, Weili Zheng, Chenguang Zhao, Stefan Posse

Journal:

Magnetic Resonance in Medicine

Année:

2010

Langue:

english

Fichier:

PDF, 759 KB

english, 2010

12

Atlas-based automated positioning of outer volume suppression slices in short-echo time 3D MR spectroscopic imaging of the human brain

Kaung-Ti Yung, Weili Zheng, Chenguang Zhao, Manel Martínez-Ramón, André van der Kouwe, Stefan Posse

Journal:

Magnetic Resonance in Medicine

Année:

2011

Langue:

english

Fichier:

PDF, 2.29 MB

english, 2011

13

Plant identification via adaptive combination of transversal filters

Jerónimo Arenas-García, Manel Martínez-Ramón, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 255 KB

english, 2006

14

Analysis of fMRI time series with mutual information

Vanessa Gómez-Verdejo, Manel Martínez-Ramón, José Florensa-Vila, Antonio Oliviero

Journal:

Medical Image Analysis

Année:

2012

Langue:

english

Fichier:

PDF, 1021 KB

english, 2012

15

Learning non-linear time-scales with kernel -filters

Gustavo Camps-Valls, Jordi Muñoz-Marí, Manel Martínez-Ramón, Jesús Requena-Carrión, José Luis Rojo-Álvarez

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 341 KB

english, 2009

16

A Support Vector Machine MUSIC Algorithm

El Gonnouni, Amina, Martinez-Ramon, Manel, Rojo-Alvarez, José Luis, Camps-Valls, Gustavo, Figueiras-Vidal, Aníbal Ramón, Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Année:

2012

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2012

17

fMRI pattern classification using neuroanatomically constrained boosting

Manel Martínez-Ramón, Vladimir Koltchinskii, Gregory L. Heileman, Stefan Posse

Journal:

Année:

2006

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2006

18

Characterization of groups using composite kernels and multi-source fMRI analysis data: Application to schizophrenia

Eduardo Castro, Manel Martínez-Ramón, Godfrey Pearlson, Jing Sui, Vince D. Calhoun

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 598 KB

english, 2011

19

Spatially aggregated multiclass pattern classification in functional MRI using optimally selected functional brain areas

Zheng, Weili, Ackley, Elena S., Martínez-Ramón, Manel, Posse, Stefan

Journal:

Magnetic Resonance Imaging

Année:

2013

Langue:

english

Fichier:

PDF, 1.53 MB

english, 2013

20

A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia

Castro, Eduardo, Gómez-Verdejo, Vanessa, Martínez-Ramón, Manel, Kiehl, Kent A., Calhoun, Vince D.

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 1.41 MB

english, 2014

21

[IEEE 2012 2nd International Workshop on Pattern Recognition in NeuroImaging (PRNI) - London, United Kingdom (2012.07.2-2012.07.4)] 2012 Second International Workshop on Pattern Recognition in NeuroImaging - Voxel Selection in MRI through Bagging and Conformal Analysis: Application to Detection of Obsessive Compulsive Disorder

Parrado-Hernandez, Emilio, Gomez-Verdejo, Vanessa, Martinez-Ramon, Manel, Shawe-Taylor, John, Alonso, P., Pujol, J., Menchon, J.M., Cardoner, N., Soriano-Mas, Carles

Année:

2012

Langue:

english

Fichier:

PDF, 305 KB

english, 2012

22

Spectrally adapted Mercer kernels for support vector nonuniform interpolation

Figuera, Carlos, Barquero-Pérez, Óscar, Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Guerrero-Curieses, Alicia, Caamaño, Antonio J.

Journal:

Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 1.59 MB

english, 2014

23

Discovering brain regions relevant to obsessive–compulsive disorder identification through bagging and transduction

Parrado-Hernández, Emilio, Gómez-Verdejo, Vanessa, Martínez-Ramón, Manel, Shawe-Taylor, John, Alonso, Pino, Pujol, Jesús, Menchón, José M., Cardoner, Narcis, Soriano-Mas, Carles

Journal:

Medical Image Analysis

Année:

2014

Langue:

english

Fichier:

PDF, 4.22 MB

english, 2014

24

A unified SVM framework for signal estimation

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustavo

Journal:

Digital Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2014

25

Adaptive Approximate Kernel Orthogonalization for Antenna Array Processing

Navia-Vazquez, Angel, Martinez-Ramon, Manel, Garcia-Munoz, Luis E., Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Année:

2013

Langue:

english

Fichier:

PDF, 2.22 MB

english, 2013

26

[IEEE 2012 3rd International Workshop on Cognitive Information Processing (CIP) - Baiona, Spain (2012.05.28-2012.05.30)] 2012 3rd International Workshop on Cognitive Information Processing (CIP) - fMRI brain mapping with kernels

Martinez-Ramon, Manel, de Cassia Gomes-Vilela, Marilea, Gomez-Verdejo, Vanessa, Oliviero, Antonio

Année:

2012

Langue:

english

Fichier:

PDF, 921 KB

english, 2012

27

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging

Castro, Eduardo, Gupta, Cota Navin, Martinez-Ramon, Manel, Calhoun, Vince D., Arbabshirani, Mohammad R., Turner, Jessica

Année:

2014

Langue:

english

Fichier:

PDF, 830 KB

english, 2014

28

[IEEE 2007 IEEE Antennas and Propagation International Symposium - Honolulu, HI, USA (2007.06.9-2007.06.15)] 2007 IEEE Antennas and Propagation International Symposium - Support vector minimum variance distortionless response DOA detector

Martinez-Ramon, Manel, Nan Xu,, Christodoulou, Christos C.

Année:

2007

Langue:

english

Fichier:

PDF, 691 KB

english, 2007

29

Approximate Kernel Orthogonalization for Antenna Array Processing

Navia-Vazquez, Angel, Martinez-Ramon, Manel, Garcia-Munoz, Luis Enrique, Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Année:

2010

Langue:

english

Fichier:

PDF, 693 KB

english, 2010

30

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Explicit recursivity into reproducing kernel Hilbert spaces

Tuia, Devis, Camps-Valls, Gustavo, Martinez-Ramon, Manel

Année:

2011

Langue:

english

Fichier:

PDF, 297 KB

english, 2011

31

Kernel Antenna Array Processing

Martinez-Ramon, Manel, Rojo-Alvarez, Jose Luis, Camps-Valls, Gustavo, Christodoulou, Christos G.

Journal:

IEEE Transactions on Antennas and Propagation

Année:

2007

Langue:

english

Fichier:

PDF, 629 KB

english, 2007

32

[ACM Press the 7th International Conference - Dallas, TX, USA (2016.07.06-2016.07.08)] Proceedings of the 7th International Conference on Computing Communication and Networking Technologies - ICCCNT '16 - QoS Performance Evaluation of Disjoint Queue Scheduler for Video-Applications over LTE-A HetNets

Sirhan, Najem N., Martínez-Ramón, Manel, Heileman, Gregory L., Ghani, Nasir, Lamb, Christopher C.

Année:

2016

Langue:

english

Fichier:

PDF, 838 KB

english, 2016

33

[IEEE 2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC) - Portland, OR, USA (2016.6.5-2016.6.10)] 2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC) - Automatic fault classification of photovoltaic strings based on an in situ IV characterization system and a Gaussian process algorithm

Jones, C. Birk, Martinez-Ramon, Manel, Smith, Ryan, Carmignani, Craig K., Lavrova, Olga, Robinson, Charles, Stein, Joshua S.

Année:

2016

Langue:

english

Fichier:

PDF, 1.91 MB

english, 2016

34

Advanced detection of HVAC faults using unsupervised SVM novelty detection and Gaussian process models

Van Every, Philip Michael, Rodriguez, Mykel, Jones, C. Birk, Mammoli, Andrea Alberto, Martínez-Ramón, Manel

Journal:

Energy and Buildings

Année:

2017

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2017

35

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Prediction of graduation delay based on student performance

Ojha, Tushar, Heileman, Gregory L., Martinez-Ramon, Manel, Slim, Ahmad

Année:

2017

Langue:

english

Fichier:

PDF, 296 KB

english, 2017

36

Digital Signal Processing with Kernel Methods || Front Matter

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Année:

2018

Langue:

english

Fichier:

PDF, 257 KB

english, 2018

37

[IEEE 2018 IEEE International Symposium on Hardware Oriented Security and Trust (HOST) - Washington, DC, USA (2018.4.30-2018.5.4)] 2018 IEEE International Symposium on Hardware Oriented Security and Trust (HOST) - Delay model and machine learning exploration of a hardware-embedded delay PUF

Che, Wenjie, Martinez-Ramon, Manel, Saqib, Fareena, Plusquellic, Jim

Année:

2018

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2018

38

[IEEE 2017 IEEE 44th Photovoltaic Specialists Conference (PVSC) - Washington, DC (2017.6.25-2017.6.30)] 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC) - Wondering what to blame? Turn PV performance assessments into maintenance action items through the deployment of learning algorithms embedded in a raspberry Pi device

Jones, C. Birk, Martinez-Ramon, Manel, Carmignani, Craig, Stein, Joshua S., King, Bruce H.

Année:

2017

Langue:

english

Fichier:

PDF, 2.28 MB

english, 2017

39

Detecting breathing rates and depth of breath using LPCs and Restricted Boltzmann Machines

Hamke, Eric Ehrhardt, Martínez-Ramón, Manel, Nafchi, Amir Raeisi, Jordan, Ramiro

Journal:

Biomedical Signal Processing and Control

Année:

2019

Langue:

english

Fichier:

PDF, 3.15 MB

english, 2019

40

[IEEE 2017 IEEE 44th Photovoltaic Specialists Conference (PVSC) - Washington, DC (2017.6.25-2017.6.30)] 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC) - Automatic fault classification of photovoltaic strings based on an in situ IV characterization system and a Gaussian process algorithm

Jones, C. Birk, Martinez-Ramon, Manel, Smith, Ryan, Carmignani, Craig K., Lavrova, Olga, Robinson, Charles, Stein, Joshua S.

Année:

2017

Langue:

english

Fichier:

PDF, 295 KB

english, 2017

41

A behavior-centered framework for real-time control and load-shedding using aggregated residential energy resources in distribution microgrids.

Mammoli, Andrea, Robinson, Matthew, Ayon, Victor, Martínez-Ramón, Manel, Chen, Chien-fei, Abreu, Joana M.

Journal:

Energy and Buildings

Année:

2019

Langue:

english

Fichier:

PDF, 14.31 MB

english, 2019

42

Digital Signal Processing with Kernel Methods ||

Rojo-Álvarez, José Luis, Martínez-Ramón, Manel, Muñoz-Marí, Jordi, Camps-Valls, Gustau

Année:

2018

Langue:

english

Fichier:

PDF, 26.89 MB

english, 2018

43

Gaussian Processes for Direction of Arrival Estimation with Random Arrays

Gupta, Arjun, Christodoulou, Christos G., Rojo Alvarez, Jose Luis, Martinez-Ramon, Manel

Journal:

IEEE Antennas and Wireless Propagation Letters

Année:

2019

Langue:

english

Fichier:

PDF, 1003 KB

english, 2019

44

[IEEE 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting - Atlanta, GA, USA (2019.7.7-2019.7.12)] 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting - Gaussian Process Regression for Array Interpolation

Gupta, Arjun, Christodoulou, Christos G., Martinez-Ramon, Manel, Rojo-Alvarez, Jose Luis

Année:

2019

Fichier:

PDF, 243 KB

2019

45

Unsupervised Segmentation of Fire and Smoke From Infra-Red Videos

Ajith, Meenu, Martinez-Ramon, Manel

Journal:

Année:

2019

Fichier:

PDF, 1.65 MB

2019