Improved algorithms for the random cluster graph model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2368, Issue , 2002, Pages 230-239

  Shamir, Ron ^a   Tsur, Dekel ^a  

^a TEL AVIV UNIVERSITY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

GRAPH THEORY; PROBABILITY;

CLUSTERING DATA; CLUSTERING PROBLEMS; HIGH PROBABILITY; N-VERTEX GRAPH; NUMBER OF CLUSTERS; PARAMETER RANGE; PROBABILISTIC PROCESS; TIME COMPLEXITY;

CLUSTERING ALGORITHMS;

EID: 23044533396     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45471-3_24     Document Type: Conference Paper

References (11)

1. A. Ben-Dor, R. Shamir, and Z. Yakhini. Clustering gene expression patterns. J. of Computational Biology, 6:281–297, 1999.
2. R. B. Boppana. Eigenvalues and graph bisection: An average-case analysis. In Proc. 28th Symposium on Foundation of Computer Science (FOCS 87), pages 280–285, 1987.
3. T. Carson and R. Impagliazzo. Hill-climbing finds random planted bisections. In Proc. Twelfth Symposium on Discrete Algorithms (SODA 01), pages 903–909. ACM press, 2001.
4. H. Chernoff. A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations. Ann. Math. Statis., 23:493–507, 1952.
5. A. E. Condon and R. M. Karp. Algorithms for graph partitioning on the planted partition model. Lecture Notes in Computer Science, 1671:221–232, 1999.
6. M. E. Dyer and A. M. Frieze. The solution of some random NP-hard problems in polynomial expected time. J. of Algorithms, 10(4):451–489, 1989.
7. U. Feige and J. Kilian. Heuristics for semirandom graph problems. J. of Computer and System Sciences, To appear.
8. M. Jerrum and G. B. Sorkin. Simulated annealing for graph bisection. In Proc. 34th Symposium on Foundation of Computer Science (FOCS 93), pages 94–103, 1993.
9. A. Jules. Topics in black box optimization. PhD thesis, U. California, 1996.
10. V. V. Petrov. Sums of independent random variables. Springer-Verlag, 1975.
11. Z. Yakhini. Personal communications.