Efficient skyline computation in metric space

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09

Volumn , Issue , 2009, Pages 1042-1051

  Fuhry, David ^a   Jin, Ruoming ^a   Zhang, Donghui ^b  

^a KENT STATE UNIVERSITY   (United States)

^b NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE COMPUTATION; EUCLIDEAN SPACES; EXPERIMENTAL EVALUATION; IF THERE ARE; METRIC SPACES; NEAREST NEIGHBORS; OPTIMIZATION TECHNIQUES; QUERY POINTS; RANGE QUERY; SEARCH SPACES; SKYLINE POINT; SKYLINE QUERY;

COMPUTATIONAL EFFICIENCY; INDEXING (OF INFORMATION); SET THEORY; TOPOLOGY;

DATABASE SYSTEMS;

EID: 70349156690     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1516360.1516479     Document Type: Conference Paper

References (33)

1. Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, and Matthias Renz. Efficient reverse k-nearest neighbor search in arbitrary metric spaces. In SIGMOD '06, pages 515-526, 2006.
2. S. Börzsönyi, D. Kossmann, and K. Stacker. The skyline operator. In ICDE '01, pages 421-430, 2001.
3. Tolga Bozkaya and Meral Ozsoyoglu. Distance-based indexing for high-dimensional metric spaces. In SIGMOD '97, pages 357-368, 1997.
4. Tolga Bozkaya and Meral Ozsoyoglu. Indexing large metric spaces for similarity search queries. ACM Trans. Database Syst., 24(3):361-404, 1999.
5. Sergey Brin. Near neighbor search in large metric spaces. In The VLDB Journal, pages 574-584, 1995.
6. Chee-Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, and Zhenjie Zhang. Finding k-dominant skylines in high dimensional space. In SIGMOD '06, pages 503-514, 2006.
7. Chee Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, and Zhenjie Zhang. On high dimensional skylines. In EDBT, pages 478-495, 2006.
8. Lei Chen and Xiang Lian. Dynamic skyline queries in metric spaces. In EDBT '08, 2008.
9. J. Chomicki, P. Godfrey, J. Gryz, and D. Liang. Skyline with presorting, 2002.
10. Paolo Ciaccia and Marco Patella. Bulk loading the m-tree. In In 9th Australasian Database Conference (ADC'98, pages 15-26, 1998.
11. Paolo Ciaccia, Marco Patella, and Pavel Zezula. M-tree:an efficient access method for similarity search in metric spaces. In VLDB, pages 426-435, 1997.
12. E. Erkut. The discrete p-dispersion problem. Eur. J. Opnl. Res., 46:48-60, 1990.
13. David Fuhry, Ruoming Jin, and Donghui Zhang. Efficient skyline computation in metric space. Technical report, Kent State University, April 2008.
14. D. Huttenlocher, D. Klanderman, and A. Rucklige, Comparing images using the Hausdorff distance. IEEE Transactions on Pattern Analysis and Machine Intelligence, 15(9):850-863, September 1993.
15. D. Kossmann, F. Ramsak, and S. Rost. Shooting stars in the sky: An online algorithm for skyline queries. In VLDB 2002, 2002.
16. H. T. Kung, F. Luccio, and F. P. Preparata. On finding the maxima of a set of vectors. J. ACM, 22(4):469-476, 1975.
17. D. H. McLain. Drawing contours from arbitrary data points. Comput. J., 17(4):318-324, 1974.
18. Daniel Miranker, Weijia Xu, and Rui Mao. Mobios: A metric-space dbms to support biological discovery, ssdbm, 00:241, 2003.
19. Gonzalo Navarro. Searching in metric spaces by spatial approximation. In SPIRE/CRIWG, pages 141-148, 1999.
20. S.B. Needleman and C.D. Wunsch. A general method applicable to the search for similarities in the amino acid sequence of two proteins. J Mol Biol, 48(3):443-53, 1970.
21. Dimitris Papadias, Yufei Tao, Greg Fu, and Bernhard Seeger. Progressive skyline computation in database systems. ACM Trans. Database Syst., 30(l):41-82, 2005.
22. Dimitris Papadias, Yufei Tao, Kyriakos Mouratidis, and Chun Kit Hui. Aggregate nearest neighbor queries in spatial databases. ACM Trans. Database Syst., 30(2):529-576, 2005.
23. Jian Pei, Wen Jin, Martin Ester, and Yufei Tao. Catching the best views of skyline: a semantic approach based on decisive subspaces. In VLDB '05, pages 253-264, 2005.
24. Franco P. Preparata and Michael I. Shamos. Computational geometry: an introduction. Springer-Verlag New York, Inc., New York, NY, USA, 1985.
25. S. S. Ravi, D. J. Rosenkrantz, and G. K. Tayi. Heuristic and special case algorithms for dispersion problems. Operations Research, 42(2):299-310, 1994.
26. Parke Godfrey Ryan. Maximal vector computation in large data sets.
27. Mehdi Sharifzadeh and Cyrus Shahabi. The spatial skyline queries. In VLDB'2006: Proceedings of the 32nd international conference on Very large data bases, pages 751-762, 2006.
28. R. Steuer. Multiple criteria optimization. Wiley, New York, NY, 1986.
29. Kian-Lee Tan, Pin-Kwang Eng, and Beng Chin Ooi. Efficient progressive skyline computation. In VLDB 2001, pages 301-310, 2001.
30. Jeffrey K. Uhlmann. Satisfying general proximity/similarity queries with metric trees. Inf. Process. Lett., 40(4):175-179, 1991.
31. Grady Ward. Moby Word Lists. Project Gutenberg, 2002.
32. Peter N. Yianilos. Data structures and algorithms for nearest neighbor search in general metric spaces. In SODA '93, pages 311-321, 1993.
33. Yidong Yuan, Xuemin Lin, Qing Liu, Wei Wang, Jeffrey Xu Yu, and Qing Zhang. Efficient computation of the skyline cube. In VLDB '05: Proceedings of the 31st international conference on Very large data bases, pages 241-252. VLDB Endowment, 2005.