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EMMCVPR
1997
Springer
14 years 13 days ago
Deterministic Annealing for Unsupervised Texture Segmentation
Abstract. In this paper a rigorous mathematical framework of deterministic annealing and mean-field approximation is presented for a general class of partitioning, clustering and ...
Thomas Hofmann, Jan Puzicha, Joachim M. Buhmann
KDD
1997
ACM
96views Data Mining» more  KDD 1997»
14 years 12 days ago
Using General Impressions to Analyze Discovered Classification Rules
One of the important problems in data mining is the evaluation of subjective interestingness of the discovered rules. Past research has found that in many real-life applications i...
Bing Liu, Wynne Hsu, Shu Chen
BIBE
2007
IEEE
159views Bioinformatics» more  BIBE 2007»
14 years 8 days ago
Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares
Non-negative matrix factorization (NMF) and non-negative tensor factorization (NTF) have attracted much attention and have been successfully applied to numerous data analysis probl...
Hyunsoo Kim, Haesun Park, Lars Eldén
DAMON
2006
Springer
13 years 12 months ago
Processing-in-memory technology for knowledge discovery algorithms
The goal of this work is to gain insight into whether processingin-memory (PIM) technology can be used to accelerate the performance of link discovery algorithms, which represent ...
Jafar Adibi, Tim Barrett, Spundun Bhatt, Hans Chal...
ACNS
2010
Springer
172views Cryptology» more  ACNS 2010»
13 years 11 months ago
Secure Sketch for Multiple Secrets
Secure sketches are useful in extending cryptographic schemes to biometric data since they allow recovery of fuzzy secrets under inevitable noise. In practice, secrets derived from...
Chengfang Fang, Qiming Li, Ee-Chien Chang