Results 11 to 20 of about 3,287 (180)
Parametric design method of building structured cabling system oriented to data mining
IET Networks, EarlyView., 2022 This paper puts forward the method of secondary development and design software through the research of building structured cabling system (SCS), and uses data mining technology to carry out parametric design of building SCS. Then, the feasibility of the design is tested by comparing the data of the traditional design and the parametric design ...
Bing Wang, Wei Yue
wiley +1 more source
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
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 Spatiotemporal Apriori Approach to Capture Dynamic Associations of Regional Traffic Congestion
IEEE Access, 2020 Due to the interactions among adjacent roads in urban road networks, traffic congestion gradually propagates to neigboring roads, resulting in regional congestion.
Dong-Fan Xie +2 more
doaj +1 more source
D-Apriori: An Algorithm to Incorporate Dynamism in Apriori Algorithm
International Journal of Computer Applications, 2014 Apriori algorithm mines the data from the large scale data warehouse using association rule mining. In this paper a new algorithm named as Dynamic Apriori (D-Apriori) algorithm is presented. The proposed D-Apriori algorithm incorporates the dynamism in classical Apriori for efficiently mining the frequent itemsets from a large scale database.
N. Badal, S. Bagga
openaire +1 more source
Frontiers in Earth Science, 2023 Given the inconsistency between the information value and the weight value in the weighted information value model, a weight model based on the Apriori algorithm is established in this paper to analyze the correlation between the second-level intervals ...
Bin Chen +7 more
doaj +1 more source
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi, 2016 Abstrak- Algoritma yang umum digunakan dalam proses pencarian frequent itemset (data yang paling sering muncul) adalah Apriori. Tetapi Algoritma Apriori mempunyai memiliki kekurangan yaitu membutuhkan waktu yang lama dalam proses pencarian frequent ...
Wirdah choiriah
doaj +3 more sources
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 +1 more source