Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria

• Main Authors: TAO, Dacheng, SUN, Jimeng, SHEN, Jialie, Wu, Xindong, LI, Xuelong, Maybank, Stephen J., Faloutsos, Christos
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/399; http://dx.doi.org/10.1007/978-3-540-69158-7_82
• Institution: Singapore Management University

From data mining to computer vision, from visual surveillance to biometrics research, from biomedical imaging to bioinformatics, and from multimedia retrieval to information management, a large amount of data are naturally represented by multidimensional arrays, i.e., tensors. However, conventional...