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CORR
2010
Springer
249views Education» more  CORR 2010»
14 years 12 months ago
Lower Bounds on Near Neighbor Search via Metric Expansion
In this paper we show how the complexity of performing nearest neighbor (NNS) search on a metric space is related to the expansion of the metric space. Given a metric space we loo...
Rina Panigrahy, Kunal Talwar, Udi Wieder
ACL
2007
15 years 1 months ago
A Simple, Similarity-based Model for Selectional Preferences
We propose a new, simple model for the automatic induction of selectional preferences, using corpus-based semantic similarity metrics. Focusing on the task of semantic role labeli...
Katrin Erk
SISAP
2009
IEEE
155views Data Mining» more  SISAP 2009»
15 years 6 months ago
Analyzing Metric Space Indexes: What For?
—It has been a long way since the beginnings of metric space searching, where people coming from algorithmics tried to apply their background to this new paradigm, obtaining vari...
Gonzalo Navarro
ALT
2003
Springer
15 years 3 months ago
Efficiently Learning the Metric with Side-Information
Abstract. A crucial problem in machine learning is to choose an appropriate representation of data, in a way that emphasizes the relations we are interested in. In many cases this ...
Tijl De Bie, Michinari Momma, Nello Cristianini
APCCM
2009
15 years 29 days ago
Business Process Integration: Method and Analysis
In the study of business management, process integration has become an interesting area of research that affects analysts studying and working on existing system plans. Process in...
Evan D. Morrison, Alex Menzies, George Koliadis, A...