Results 1 to 10 of about 2,623,624 (325)
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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HUOPM: High-Utility Occupancy Pattern Mining [PDF]
IEEE Transactions on Cybernetics, 2020 Accepted by IEEE Transactions on Cybernetics, 14 ...
Wensheng Gan +4 more
semanticscholar +7 more sources
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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IDHUP: Incremental Discovery of High Utility Pattern
網際網路技術學刊, 2023 <p>As a sub-problem of pattern discovery, utility-oriented pattern mining has recently emerged as a focus of researchers’ attention and offers broad application prospects. Considering the dynamic characteristics of the input databases, incremental utility mining methods have been proposed, aiming to discover ...
Lele Yu Lele Yu +3 more
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Efficient Approach for Damped Window-Based High Utility Pattern Mining With List Structure
IEEE Access, 2020 Traditional pattern mining is designed to handle binary database that assume all items in the database have same importance, there is a limitation to recognize accurate information from real-world databases using traditional method. To solve this problem,
Hyoju Nam +5 more
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IEEE AccessTop-k high utility pattern mining, which extracts the highest top-k patterns that the users want to find, has been actively studied. Most previous studies in this domain have focused on static databases, where data insertions do not occur.
Chanhee Lee +7 more
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Improved adaptive-phase fuzzy high utility pattern mining algorithm based on tree-list structure for intelligent decision systems [PDF]
Scientific ReportsWith the rapid development of AI and big data mining technologies, computerized medical decision-making has become increasingly prominent. The aim of high-utility pattern mining (HUPM) is to discover meaningful patterns in medical databases that ...
Jing Chen +6 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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Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications [PDF]
Theory and Practice of Logic Programming, 2023 Detecting sets of relevant patterns from a given dataset is an important challenge in data mining. The relevance of a pattern, also called utility in the literature, is a subjective measure and can be actually assessed from very different points of ...
Francesco Cauteruccio, G. Terracina
semanticscholar +1 more source
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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