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» Generalization Algorithms for Second-Order Terms
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SIGIR
2011
ACM
14 years 7 months ago
When documents are very long, BM25 fails!
We reveal that the Okapi BM25 retrieval function tends to overly penalize very long documents. To address this problem, we present a simple yet effective extension of BM25, namel...
Yuanhua Lv, ChengXiang Zhai
ISSAC
2004
Springer
98views Mathematics» more  ISSAC 2004»
15 years 10 months ago
Symbolic summation with single-nested sum extensions
We present a streamlined and refined version of Karr’s summation algorithm. Karr’s original approach constructively decides the telescoping problem in ΠΣ-fields, a very ge...
Carsten Schneider
WWW
2004
ACM
16 years 5 months ago
Scheduling web requests in broadcast environments
On-demand broadcast has been supported in the Internet to enhance system scalability. Unfortunately, most of existing on-demand scheduling algorithms did not consider the time con...
Jianliang Xu, Wang-Chien Lee, Jiangchuan Liu
KDD
2005
ACM
135views Data Mining» more  KDD 2005»
16 years 5 months ago
A hybrid unsupervised approach for document clustering
We propose a hybrid, unsupervised document clustering approach that combines a hierarchical clustering algorithm with Expectation Maximization. We developed several heuristics to ...
Mihai Surdeanu, Jordi Turmo, Alicia Ageno
GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
15 years 11 months ago
Rigorous analyses of simple diversity mechanisms
It is widely assumed and observed in experiments that the use of diversity mechanisms in evolutionary algorithms may have a great impact on its running time. Up to now there is no...
Tobias Friedrich, Nils Hebbinghaus, Frank Neumann