Results 31 to 40 of about 312,970 (308)
A pattern growth-based sequential pattern mining algorithm called prefixSuffixSpan
EAI Endorsed Transactions on Scalable Information Systems, 2017 Sequential pattern mining is an important data mining problem widely addressed by the data mining community, with a very large field of applications. The sequence pattern mining aims at extracting a set of attributes, shared across time among a large ...
Kenmogne Edith Belise +2 more
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Hiding Sequential and Spatiotemporal Patterns
IEEE Transactions on Knowledge and Data Engineering, 2010 The process of discovering relevant patterns holding in a database was first indicated as a threat to database security by O'Leary in [1]. Since then, many different approaches for knowledge hiding have emerged over the years, mainly in the context of association rules and frequent item sets mining.
Giannotti F, Bonchi F, Abul O
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Mining Weighted Sequential Patterns Based on Prefix-Tree and Prism Encoding
Vietnam Journal of Computer Science, 2023 The purpose of mining sequential patterns problem with weighted constraints is to find high-valued patterns, including infrequent patterns but having items which appear in the pattern of high importance in the sequence database (SD).
Thi-Thiet Pham +4 more
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High average-utility sequential pattern mining based on uncertain databases
, 2020 emergence and proliferation of the internet of things (IoT) devices have resulted in the generation of big and uncertain data due to the varied accuracy and decay of sensors and their different sensitivity ranges.
Zhang, Ji +4 more
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IEEE Access, 2022 The field of data mining is progressing rapidly presenting researchers with many opportunities for research. Sequential pattern mining is a popular and long established technique in data mining which extracts data in the form of sequential patterns ...
Ritika, Sunil Kumar Gupta
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Mining hybrid sequential patterns and sequential rules
Information Systems, 2002 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yen-Liang Chen +2 more
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, 2014 In the present paper is constructed a Generalized net model of a process of sequential pattern mining by a generalized sequential pattern algorithm. Sequence pattern mining is a technique used for predictive data mining.
Bureva, V. +5 more
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A Non-Sequential Representation of Sequential Data for Churn Prediction [PDF]
, 2009 We investigate the length of event sequence giving best predictions when using a continuous HMM approach to churn prediction from sequential data. Motivated by observations that predictions based on only the few most recent events seem to be the most ...
Eastwood, Mark +4 more
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Location-Based Parallel Sequential Pattern Mining Algorithm
IEEE Access, 2019 Given a data sequence, sequential pattern mining, which finds frequent sequence patterns among them, is an important data mining problem. However, in the existing sequential pattern mining, only the purchase order of the items is considered, and the ...
Byoungwook Kim, Gangman Yi
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Pattern recognition in neural networks with competing dynamics: coexistence of fixed-point and cyclic attractors. [PDF]
PLoS ONE, 2012 We study the properties of the dynamical phase transition occurring in neural network models in which a competition between associative memory and sequential pattern recognition exists.
José L Herrera-Aguilar +2 more
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