Publicaciones de Procesamiento de Señales

2016

– Ensemble Tractography
Takemura, Hiromasa, Caiafa, Cesar F., Wandell, Brian A., Pestilli, Franco.
Saad Jbabdi, Oxford University ISSN 1553-7358 — Vol. 2, no. 2, (2016) Abstract

 

– Inverting monotonic nonlinearities by entropy maximization
Jordi Solé-Casals, Karmele López-de-Ipiña Pena, Cesar F. Caiafa.
PLOS: California ISSN 1932-6203 — 2016 Abstract

 

2015

– Stable, Robust and Super Fast Reconstruction of Tensors Using Multi-Way Projections
Cesar F. Caiafa & Andrzej Cichocki
IEEE Transactions on Signal Processing, vol. 63, issue 3, pp. 780-793 Abstract

 

– Tensor Decompositions for Signal Processing Applications. From Two-way to Multiway Component Analysis
A. Cichocki, D. Mandic, C. Caiafa, A-H. Phan, G. Zhou, Q. Zhao, and L. De Lathauwer
IEEE Signal Processing Magazine, vol. 32, issue 2, pp. 145-163 Abstract

 

– Cooperative peer­to­peer multiagent based systems
Caram Leonidas F., Caiafa, Cesar F., Proto, Araceli N., Ausloos, M.
Physical Review E – APS ISSN 1539-3755 – (2015) Abstract

 

2014

– Complex network representation of multiagent systems with cooperative and competitive interactions
Leonidas Facundo Caram, Cesar Federico Caiafa, Araceli Noemi Proto
AAPP – VOL 92, Supplement No 1 (2014): Pisrs Proceedings (Part III), Partial Issue Abstract

 

– Fast and stable recovery of approximately low multilinear rank tensors from multi­way compressive measurements
Cesar F. Caiafa, Andrzej Cichocki.
IEEE International Conference on Acoustic, Speech and Signal Processing – (2014), p. 6790 – 6794 Abstract

 

2013

– A fast gradient approximation for nonlinear blind signal processing
Jordi Solé-Casals, Cesar F. Caiafa
Springer ISSN 1866-9956, December 2013, Volume 5, Issue 4, pp 483-492 Abstract

 

– Multidimensional Compressed Sensing and their Applications
César Caiafa
Revista “Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery” ISSN: 1942-4795. Abstract

 

Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method
Zhao, Qibin; Caiafa, Cesar F.; Mandic, Danilo P.; Chao, Zenas C.; Nagasaka, Yasuo; Fujii, Naotaka; Zhang, Liqing; Cichocki, Andrzej
Computer Science – Artificial Intelligence Abstract

 

– Computing sparse representations of multidimensional signals using Kronecker bases
Cesar F. Caiafa and Andrzej Cichocki.
MIT Press Journals ISSN 0899-7667 – Vol. 25, no. 1, (2013), p. 186-220 Abstract

 

– Tensor Decompositions Tools for Multidimensional CS
Cesar F. Caiafa, Andrzej Cichocki
Proceedings of SPARS 

 

– Using generic order moments for separation of dependent sources with linear conditional expectations
Cesar F. Caiafa and Ercan E. Kuruoglu
Proceedings EUSIPCO 2013 Abstract

 

2012

– Block sparse representations of tensors using kronecker bases
Cesar F. Caiafa, Andrzej Cichoki
Proceedings of IEEE, p.2709-2712 (2012) Abstract

 

– On the conditions for valid objective functions in blind separation of independent and dependent sources
Cesar F. Caiafa
EURASIP Journal of Advances on Signal Processing – Springer ISSN 1687-6180 (2012), p. 255 Abstract

 

2011

– A simple approximation for fast nonlinear deconvolution
Jordi Solé-Casals and Cesar F. Caiafa
Springer(Lecture notes in computer science) – Vol. 7015, (2011), p. 55-62 Abstract

 

– A multilinear subspace regression method using orthogonal tensors decompositions
Zhao, Qibin, Caiafa, Cesar F., Mandic, Danilo P, Zhang, Liqing, Ball, Tonio, Schulze-Bonhage, Andreas, Cichocki, Andrzej
Advances in neural information processing systems – Vol. 24, (2011), Abstract