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Machine learning in ARDS: an intensivist's guide to artificial intelligence applications. [PDF]
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On efficiently mining high utility sequential patterns
Knowledge and Information Systems, 2016High utility sequential pattern mining is an emerging topic in pattern mining, which refers to identify sequences with high utilities (e.g., profits) but probably with low frequencies. To identify high utility sequential patterns, due to lack of downward closure property in this problem, most existing algorithms first generate candidate sequences with ...
Jun-Zhe Wang +2 more
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High-utility pattern mining: A method for discovery of high-utility item sets
Pattern Recognition, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hu, Jianying, Mojsilovic, Aleksandra
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Mining high fuzzy utility sequential patterns
2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY), 2013This work handles fuzzy utility sequential pattern mining, which applies the fuzzy set concept to find interesting high utility sequential patterns with linguistic meaning. In particular, a new fuzzy utility function is developed to evaluate the linguistic benefit of a pattern in a sequence, and an effective approach is developed to find high fuzzy ...
Guo-Cheng Lan +3 more
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High Utility Partial Periodic Pattern Mining
Proceedings of the 4th Multidisciplinary International Social Networks Conference, 2017In this paper, we study the properties of partial periodic pattern mining and extend the original problem to high-utility partial periodic pattern mining (HUPPP), which considers not only the occurring time order and periodic length of events but also the quantities and individual profits of the events.
Tzung-Pei Hong +5 more
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ProUM: High Utility Sequential Pattern Mining
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019In recent decade, utility mining has attracted a great attention, but most of the existing studies are developed to deal with itemset-based data. Different from the itemset-based data, the time-ordered sequence data is more commonly seen in real-world situations.
Wensheng Gan +5 more
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