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Mar 15, 2018 · OLED is a recently proposed ILP system that learns event definitions in the form of Event Calculus theories, in a single pass over a data stream ...
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This work presents a version of OLED that allows for parallel, online learning and evaluates the approach on a benchmark activity recognition dataset and ...
We study the problem of learning multiple tasks in parallel within the online learning framework. On each online round, the algorithm receives an instance for ...
We presented two parallel learning extensions of an online algorithm for the automatic construction of complex event definitions from relational data streams.
Abstract. Logic-based event recognition systems infer occurrences of events in time using a set of event definitions in the form of first-order rules.
Parallel Online Learning of Event Definitions · List of references · Publications that cite this publication.
Jul 30, 2016 · We present an ILP system for online learning of Event Calculus theories. To allow for a single-pass learning strategy, we use the Hoeffding ...
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Bibliographic details on Parallel Online Learning of Event Definitions.
OLED is a recently proposed ILP system that learns event definitions in the form of Event Calculus theories, in a single pass over a data stream. In this work ...
OLED is a recently proposed ILP system that learns event definitions in the form of Event Calculus theories, in a single pass over a data stream. We present two ...