Results 11 to 20 of about 2,307,372 (214)
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 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
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
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
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
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
Crop Recommendation System Using Improved Apriori Algorithm [PDF]
, 2023 A crop suggestion system is a technologically advanced tool that helps farmers choose which crops to plant in a certain location or with precise environmental circumstances.
Satyanarayana Nimmala, et al.
core +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