Research on sensor network optimization based on improved Apriori algorithm
EURASIP Journal on Wireless Communications and Networking, 2018 Traditional node deployment strategies have problems such as slow deployment, small coverage, and poor service quality. Based on this, this study improves the traditional Apriori.
Qiang Ji, Shifeng Zhang
doaj +2 more sources
An Improved Apriori Algorithm Based on an Evolution-Communication Tissue-Like P System with Promoters and Inhibitors [PDF]
Discrete Dynamics in Nature and Society, 2017 Apriori algorithm, as a typical frequent itemsets mining method, can help researchers and practitioners discover implicit associations from large amounts of data.
Xiyu Liu, Yuzhen Zhao, Minghe Sun
doaj +2 more sources
An approach to improve the efficiency of apriori algorithm
, 2015 Association rule mining has a great importance in data mining. Apriori is the key algorithm in association rule mining. Many approaches are proposed in past to improve Apriori but the core concept of the algorithm is same i.e. support and confidence of item sets and previous studies finds that classical Apriori is inefficient due to many scans on ...
Sakshi Aggarwal, Ritu Sindhu
openaire +2 more sources
EnergiesThis work proposes an intelligent grey-wolf-optimizer-improved Apriori algorithm (GWO-Apriori) to mine the association rules of hidden dangers in hydrogen pipeline transmission stations.
Chaoming Wang +4 more
doaj +2 more sources
Optimization of Association Rule Using Ant Colony Optimization (ACO) Approach
Wasit Journal of Computer and Mathematics Science, 2023 The Apriori algorithm creates all possible association rules between items in the database using the Association Rule Mining and Apriori Algorithm. Using Ant Colony Optimization, a new algorithm is proposed for improving association rule mining results.
Roni La’biran, Muhammad Kristiawan
doaj +1 more source
Application of Improved Apriori Algorithm in Diagnosis of Abnormal Building Energy Consumption [PDF]
E3S Web of Conferences, 2021 The analysis of building abnormal energy consumption is of great significance to the effective energy saving of buildings. To apply the relationship between the running status of building equipment and energy consumption to the diagnosis of abnormal ...
Wang Yanwei +4 more
doaj +1 more source
A Comparative Study on Association Rule Mining Algorithms on the Hospital Infection Control Dataset
مجلة بغداد للعلوم, 2023 Administrative procedures in various organizations produce numerous crucial records and data. These records and data are also used in other processes like customer relationship management and accounting operations.It is incredibly challenging to use ...
Yahya Asmar Zakur +2 more
doaj +1 more source
Improved Parallel Apriori Algorithm Based on Hash Storage and Transaction Weighting [PDF]
Jisuanji gongcheng, 2020 The Apriori algorithm can mine the association relationships between things,but the traditional Apriori algorithm needs to traverse the original transaction database every time the support of the candidate set is calculated,which reduces the efficiency ...
LI Jie, ZHU Hongliang, CHEN Yuling, XIN Yang
doaj +1 more source
Accelerating Apriori Algorithm of GPU Cluster Based on Hadoop Platform [PDF]
Jisuanji gongcheng, 2018 Aiming at the problem that the Apriori algorithm has limited computing power in the Hadoop platform,the GPU with Hadoop is combined with Hadoop,and a computing structure of GPU-Hadoop is proposed.Through the MapReduce framework of the Hadoop platform ...
QU Shiqi,LIU Shaojiang,NI Weichuan,YU Qingmao
doaj +1 more source
A new algorithm for mining correct sequences of a specific behaviour for smart monitoring daily life activities [PDF]
Egyptian Journal of Pure and Applied Science, 2022 In smart homes, mining frequent/correct activities’ sequences, AS, of specific behaviour, plays a vital role in building smart monitoring systems analyzing daily life activities (DLA), from which, the system can identify anomalies and automatically send ...
Amir Farouk +3 more
doaj +1 more source