posted by system || 3956 views || tracked by 7 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

IPMI 2019   Information Processing in Medical Imaging
ISMM 2019   International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing
ICASSP 2019   International Conference on Acoustics, Speech, and Signal Processing
CAIP 2019   Computer Analysis of Images and Patterns
EI/Scopus-CCISP 2018   2018 3rd International Conference on Communication, Image and Signal Processing
Special Issue IEEE-TLT 2018   CfP Special Issue IEEE-TLT: Data Capture and Analysis to Support Learning Engagement
ACM--ICDSP--EI, Scopus 2019   ACM--2019 3rd International Conference on Digital Signal Processing (ICDSP 2019)--Ei Compendex and Scopus
TACAS 2019   International Conference on Tools and Algorithms for the Construction and Analysis of Systems
CLOUD 2019   8th International Conference on Cloud Computing: Services and Architecture
MSA 2018   Multivariate Statistical Analysis MSA 2018