Flocking-based document clustering on the graphics processing unit

Studies in Computational Intelligence

Volumn 129, Issue , 2008, Pages 27-37

  St Charles, Jesse ^a   Potok, Thomas E ^b   Patton, Robert ^b   Cui, Xiaohui ^a  

^a UNIVERSITY OF TENNESSEE AT CHATTANOOGA   (United States)

^b OAK RIDGE NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 44949199293     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-78987-1_3     Document Type: Article

References (16)

1. Anderberg M R (1973) Cluster Analysis for Applications. Academic Press, Inc. New York.
2. Jain A K, Murty M N, Flynn P J, (1999) Data clustering: A review. ACM Computing Surveys 31:264-323.
3. Owens J D, et al (2007) A Survey of General Purpose Computation on Graphics Hardware. Computer Graphics Forum Volume 26:80-113.
4. Cui X, Potok T (2006) A Distributed Flocking Approach for Information Stream Clustering Analysis. snpd-sawn, pp. 97-102, Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06).
5. Reynolds CW(1987) Flocks, Herds, and Schools: A Distributed Behavioral Model. Computer Graphics (ACM) 21:25-34.
6. NIVIDA® (2007) NIVIDA® CUDA: Compute Unified Device Architecture NIVIDA®, http://developer.NIVIDA.com/cuda, Version 1.0.
7. Reed J, et al (2006) TF-ICF: A New Term Weighting Scheme for Clustering Dynamic Data Streams. in: Proc. Machine Learning and Applications. ICMLA '06, pp. 258-263.
8. Fang R, et al (2007) GPUQP: Query co-processing using graphics processors. in: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, pp. 1061-1063.
9. Jain A K, Murty M N, Flynn P J (1999) Data clustering: A review. ACM Computing Surveys 31:264-323.
10. Steinbach M, Karypis G, Kumar V (2000) A comparison of document clustering techniques. KDD Workshop on Text Mining, pp 20-23.
11. Selim S Z, Ismail M A (1984) K-Means-Type Algorithms: A Generalized Convergence Theorem and Characterization of Local Optimality. IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-6, pp. 81-87.
12. Chitty D (2007) A Data Parallel Approach to Genetic Programming Using Programmable Graphics Hardware. Proceedings of the 9th annual conference on Genetic and evolutionary computation, pp. 1566-1573.
13. Rick T, Mathar R (2007) Fast Edge-Diffraction-Based Radio Wave Propagation Model for Graphics Hardware. Proceedings of ITG INICA.
14. Rodrguez-Ramos J, et al (2006) Modal Fourier wavefront reconstruction on graphics processing units. Proceedings of the SPIE, Volume 6272, pp. 15.
15. Yamagiwa S, et al (2007) Data Buffering Optimization Methods toward a Uniform Programming Interface for GPU-based Applications. Proceedings of the 4th international conference on Computing frontiers, pp. 205-212.
16. Porter M F (1980) An algorithm for suffix stripping. Program, 14 no. 3, pp 130-137.