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Mining Statistically Significant Patterns with High Utility
International Journal of Computational Intelligence Systems, 2022 Statistically significant pattern mining (SSPM) is to mine patterns with significance based on hypothesis test. Under the constraint of statistical significance, our study aims to introduce a new preference relation into high utility patterns and to ...
Huijun Tang +3 more
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HUOPM: High-Utility Occupancy Pattern Mining [PDF]
IEEE Transactions on Cybernetics, 2020 Accepted by IEEE Transactions on Cybernetics, 14 ...
Wensheng Gan +4 more
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Efficient Utility Tree-Based Algorithm to Mine High Utility Patterns Having Strong Correlation [PDF]
Complexity, 2021 High Utility Itemset Mining (HUIM) is one of the most investigated tasks of data mining. It has broad applications in domains such as product recommendation, market basket analysis, e-learning, text mining, bioinformatics, and web click stream analysis ...
Rashad Saeed +3 more
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Discovering high utility-occupancy patterns from uncertain data [PDF]
Information Sciences, 2021 Elsevier Information Sciences, 12 ...
Chien-Ming Chen +4 more
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Efficient Chain Structure for High-Utility Sequential Pattern Mining [PDF]
IEEE Access, 2020 High-utility sequential pattern mining (HUSPM) is an emerging topic in data mining, which considers both utility and sequence factors to derive the set of high-utility sequential patterns (HUSPs) from the quantitative databases.
Jerry Chun-Wei Lin +4 more
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Mining actionable combined high utility incremental and associated sequential patterns.
PLoS ONE, 2023 High utility sequential pattern (HUSP) mining aims to mine actionable patterns with high utilities, widely applied in real-world learning scenarios such as market basket analysis, scenic route planning and click-stream analysis.
Min Shi +3 more
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TKUS: Mining top-k high utility sequential patterns [PDF]
Information Sciences, 2021 Preprint, 22 ...
Zhang, Chunkai +3 more
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An Efficient Approach for Mining Reliable High Utility Patterns
IEEE Access, 2022 Utility mining is one of the most thriving research topics with a wide range of real-world applications. High utility pattern mining uses a utility function to extract all desired patterns that exceed a minimum utility threshold.
Mohammed A. Fouad +4 more
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A Survey of Correlated High Utility Pattern Mining
IEEE Access, 2021 Pattern mining is an unsupervised data mining approach aims to find interesting patterns that can be used to support decision-making. High Utility Pattern Mining (HUPM) aims to extract patterns having high utility or importance which has broad ...
Rashad S. Almoqbily +2 more
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High-Utility Semantic Trajectory Pattern Mining for Security System [PDF]
Jisuanji gongcheng, 2023 In security systems，transforming a large number of collected target trajectories into semantic trajectories and mining their frequency patterns are helpful in analyzing target behavior patterns，identifying hazard sources，and enhancing internal prevention
FU Jiahao, YANG Jiayi, LI Aiguo
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