posted by system || 5659 views || tracked by 8 users: [display]

LVA 2012 : International Conference on Latent Variable Analysis and Signal Separation (formerly the International Conference on Independent Component Analysis and Signal Separation)

FacebookTwitterLinkedInGoogle

Link: http://events.ortra.com/lva/
 
When Mar 12, 2011 - Mar 15, 2011
Where Tel Aviv, Israel
Submission Deadline Oct 3, 2011
 

Call For Papers

LVA ICA 2012

The 10th International Conference on Latent Variable Analysis and Source Separation, LVA/ICA 2012, will be held in Tel-Aviv, Israel on March 12-15, 2012, at the Sheraton Tel-Aviv Hotel & Towers.

The series began under the title of Independent Component Analysis (ICA) workshops (held approximately every 18 months), and has attracted hundreds of participants over the years, continuously broadening its horizons. Starting with the fundamentals of ICA and Blind Source Separation (BSS) in the late 1990s and early 2000s, the theme of the series has gradually expanded to include additional forms and models of general mixtures of latent variables – and was therefore re-titled Latent Variable Analysis (LVA) for the recent LVA/ICA conference in St. Malo (France) in 2010, keeping the acronym ICA as well (at least for a while), for reference to its roots and origins.

Prospective authors are invited to submit original papers in all areas related to latent variable analysis, independent component analysis and signal separation, including but not limited to:
-Theory: statistical and probabilistic models; detection, estimation and performance criteria and bounds; causality measures; flat, hierarchical and dynamic structures; sparsity-promoting methods; learning theory; optimization tools;
-Models: latent variables modeling as parameters, vectors or signals, discrete or continuous; probabilistic or structural modeling; time-varying, memoryless, convolutive, noisy, noiseless, under- and over-complete;
-Algorithms: estimation, separation, identification, detection, blind and semi-blind methods, non-negative matrix factorization, tensor decomposition, adaptive and recursive estimation; features selection; time-frequency and wavelets based analysis; complexity analysis;
-Applications: speech and audio separation, recognition, dereverberation and denoising; auditory scene analysis; image segmentation, separation, fusion, classification, texture analysis; biomedical signal analysis, imaging, genomic data analysis, brain-computer interface;
-Emerging related topics: social networks; data-mining; artificial intelligence; sparse coding; objective and subjective performance evaluation.

Related Resources

MDA AI&PR 2023   18th International Conference on Mass Data Analysis of Images and Signals with Applications in Medicine, r/g/b Biotechnology, Food Industries and Dietetics, Biometry and Security,
ISPA 2023   13th Int'l Symposium on Image and Signal Processing and Analysis
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
IEEE ICSIP 2023   IEEE--2023 8th International Conference on Signal and Image Processing (ICSIP 2023)
ICCAD 2023   2023 7th IEEE/IFAC International Conference on Control, Automation and Diagnosis
MECE 2023   7th International Conference on Trends in Mechanical Engineering
ICGSP 2023   2023 The 7th International Conference on Graphics and Signal Processing (ICGSP 2023)
IPRIA 2023   IPRIA2023 - 6th International conference on Pattern Recognition and Image Analysis
ICIIP 2023   2023 12th International Conference on Intelligent Information Processing (ICIIP 2023)
ICISPC--Ei 2023   2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC 2023)