Article | 14-October-2020
performs global summarization, which greatly improves the efficiency of the algorithm. This article mainly studies the distributed recommendation algorithm under the Hadoop platform. The recommendation algorithm combines the decision tree and the collaborative filtering algorithm, and improves the traditional collaborative filtering algorithm to improve the timeliness of recommendation.
INTRODUCTION TO RELATED TECHNOLOGIES
Introduction to the traditional collaborative filtering algorithm
International Journal of Advanced Network, Monitoring and Controls, Volume 5 , ISSUE 3, 1–8
Article | 07-May-2018
In this paper authors introduced the overall design of learning resource sharing platform in the pure IPv6 environment, including the client and the web server and the back-end database, and the user management, the detailed design of the three aspects of resource management platform and administrator management. Finally authors introduced application of decision tree in this website.
International Journal of Advanced Network, Monitoring and Controls, Volume 3 , ISSUE 1, 54–57
Article | 30-November-2018
the processed data in step (2), the TF-IDF algorithm is used to extract the feature value and generate the word-text matrix.
4)Training classifier: Decision tree, Bagging and Gaussian Bayesian algorithms are used to train the word-text matrix generated by step (3).so that three classifiers could be obtained.
5)Building Model. For the three classifiers obtained in step (4), the principle of "the minority obeys the majority" is adopted to establish the intelligent reading model.
International Journal of Advanced Network, Monitoring and Controls, Volume 3 , ISSUE 3, 106–113
Article | 26-October-2020
with the platelet suspension immunofluorescence test using three anti-HPA-1a sera. Screening of 2600 plateletpheresis donor samples identified 40 HPA-1a-negative donors. Of these, 36 are active and are coded for recognition on the daily pheresis inventory sheet. Theoretically, assuming four donations per year and donors’ cooperation with scheduling, these 36 donors would enable us to have at least one HPA-1a-negative product available every day. In addition, a decision tree for patient
Immunohematology, Volume 15 , ISSUE 2, 71–74