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08/26/2021
Sketches for Time-Dependent Machine Learning
Time series data can be subject to changes in the underlying process tha...
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11/09/2020
Characterizing Transactional Databases for Frequent Itemset Mining
This paper presents a study of the characteristics of transactional data...
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07/13/2020
Synthetic Dataset Generation with Itemset-Based Generative Models
This paper proposes three different data generators, tailored to transac...
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11/27/2017
Classifier Selection with Permutation Tests
This work presents a content-based recommender system for machine learni...
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09/20/2017
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
In this paper we design and evaluate a Deep-Reinforcement Learning agent...
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10/18/2016