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GatewayNet: a form of sequential rule mining [PDF]
BMC Medical Informatics and Decision Making, 2019 Background The gateway hypothesis (and particularly the prediction of developmental stages in drug abuse) has been a subject of protracted debate since the 1970s. Extensive research has gone into this subject, but has yielded contradictory findings.
Phillip C. S. R. Kilgore +4 more
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Performance Evaluation of Sequential Rule Mining Algorithms
Applied Sciences, 2022 Data mining techniques are useful in discovering hidden knowledge from large databases. One of its common techniques is sequential rule mining. A sequential rule (SR) helps in finding all sequential rules that achieved support and confidence threshold ...
Amira Abdelwahab, Nesma Youssef
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Enhanced parallel mining algorithm for frequent sequential rules
Ain Shams Engineering Journal, 2022 Sequential rule mining is an important data mining technique that discovers relationships between occurrences of sequential patterns. The main challenge is to avoid time-consuming, especially in large search spaces.
Nesma Youssef +2 more
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Mining Partially-Ordered Sequential Rules Common to Multiple Sequences [PDF]
IEEE Transactions on Knowledge and Data Engineering, 2015 © 2015 IEEE. Sequential rule mining is an important data mining problem with multiple applications. An important limitation of algorithms for mining sequential rules common to multiple sequences is that rules are very specific and therefore many similar ...
Philippe Fournier-Viger +2 more
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CD-SPM: Cross-domain book recommendation using sequential pattern mining and rule mining
Journal of King Saud University: Computer and Information Sciences, 2022 Recommender system suggests a personalized recommendation by filtering the information based on users interest. Nowadays, users like to purchase the best possible items and services to spend the shortest span of time.
Taushif Anwar, V. Uma
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Sequential Association Rule Mining Revisited: A Study Directed at Relational Pattern Mining for Multi-morbidity [PDF]
Lecture Notes in Computer Science, 2021 Sequential rule mining is a well-established data mining technique for binary valued data. Many variations have been proposed, most approaches use the support-confidence-lift framework.
Frans Coenen +2 more
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Journal of Advanced Transportation, 2023 The paper provides an empirical analysis of road/tunnel design, traffic volume, and environmental factors associated with the increased likelihood of sequential crashes in freeway tunnels.
Shun Li +3 more
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Detecting the Behaviour of COVID-19 Based On Parallel Approach of Sequential Rule Mining Algorithm [PDF]
IJCI International Journal of Computers and Information, 2022 The COVID-19 (Coronavirus) is a catastrophic disease, as it causes a global health crisis. Due to the nature of COVID-19, it spreads quickly among humans and infects millions of people within a few periods in the world.
Nesma Youssef +2 more
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Pattern mining algorithms for data streams using itemset
Measurement: Sensors, 2022 Knowledge discovery and data mining are fast growing fields of study that span a variety of disciplines, including distributed systems, databases, artificial intelligence, visualization, statistics, high-performance computing, and parallel computing. Raw
M. Krishnamoorthy, R. Karthikeyan
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Research on Mining Algorithm for Association Co-occurrence Rule of Moving Targets [PDF]
Jisuanji gongcheng, 2018 The current mobile target behavioral rules mostly focus on the single dimension of space or time,or the self-behavior of a single moving target.In order to find out the association co-occurrence rule of moving targets,based on the traditional trajectory ...
XIE Bin,ZHANG Kun,CAI Ying,JIANG Tongtong,MA Mengyue
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