OEDM 2012 - International Workshop on Optimization Based Techniques for Emerging Data Mining Problems

Topic areas for the workshop include (but are not limited to) the following:

Methods and algorithms:

Principal Component Analysis and Singular value decomposition for clustering and dimension reduction
Graph-based learning (classification, semi-supervised learning and unsupervised learning)
Graph/Hypergraph based methods
Matrix/Tensor based methods
Kernel/graph kernel/structured kernel learning
Large margin methods
Large scale numerical optimization
Randomized algorithms
Sparse algorithms, compressive sensing
Regularization techniques
Theoretical advances
Application areas

Collaborative filtering
Genomics and Bioinformatics by fusing different information sources
Information search and extraction from Web using different domain knowledge
Scientific computing and computational sciences
Sensor network
Social information retrieval by fusing different information sources
Social Networks analysis
Text processing and information retrieval
Image processing and analysis
Scientific computing and computational sciences