6 citations · 12 across the 7 of their papers we have counts for
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stat.ML2011
Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup
Vladimir Nikulin
There is a growing interest in using a longitudinal observational databases to detect drug safety signal. In this paper we present a novel method, which we used online during the O…
stat.ML2011
On the Evaluation Criterions for the Active Learning Processes
Vladimir Nikulin
In many data mining applications collection of sufficiently large datasets is the most time consuming and expensive. On the other hand, industrial methods of data collection create…
stat.ML2010★ 6 cited
Strong Consistency of Prototype Based Clustering in Probabilistic Space
Vladimir Nikulin, Geoffrey J. McLachlan
In this paper we formulate in general terms an approach to prove strong consistency of the Empirical Risk Minimisation inductive principle applied to the prototype or distance base…