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Discovering Bucket Orders from Full Rankings

Summary: Introduces Bucket Gap and Abnormal Rank Gap to discover bucket orders from noisy full rankings, reframing from a representative to an approximation perspective. Leverages inter-bucket dissimilarity and cross-quantile closeness; outperforms Bucket Pivot with ~30% lower error and ~50% noise tolerance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3977
Venue
SIGMOD
Year
2008
Pagerank
4.1945683e-05
Overall Rank
12,359 | 14.03%
DOI
-

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
709 Efficient Similarity Search and Classification via Rank Aggregation 2003 SIGMOD 0.00017768547
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